From 6db09a3078da415bdabf1ba66992bd0e4e8bfd6d Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sat, 18 Jul 2020 12:05:56 +0200 Subject: [PATCH 01/19] added jupyter notebook for phoneme coverage analysis --- dataset_analysis/PhonemeCoverage.ipynb | 1561 ++++++++++++++++++++++++ 1 file changed, 1561 insertions(+) create mode 100644 dataset_analysis/PhonemeCoverage.ipynb diff --git a/dataset_analysis/PhonemeCoverage.ipynb b/dataset_analysis/PhonemeCoverage.ipynb new file mode 100644 index 00000000..ce86943d --- /dev/null +++ b/dataset_analysis/PhonemeCoverage.ipynb @@ -0,0 +1,1561 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Jupyter Notbook for phoneme coverage analysis\n", + "\n", + "This jupyter notebook checks dataset configured in config.json for phoneme coverage.\n", + "As mentioned here https://github.com/mozilla/TTS/wiki/Dataset#what-makes-a-good-dataset a good phoneme coverage is recommended.\n", + "\n", + "Most parameters will be taken from config.json file in mozilla tts repo so please ensure it's configured correctly for your dataset.\n", + "This notebook used lots of existring code from the TTS repo to ensure future compatibility.\n", + "\n", + "This analysis logic is based on feedback and code snipplets from the amazing Neil Stoker (https://discourse.mozilla.org/u/nmstoker/summary), so all honor to him.\n", + "\n", + "I provide this notebook without any warrenty but it's hopefully useful for your dataset analysis.\n", + "\n", + "Happy TTS'ing :-)\n", + "\n", + "Thorsten Müller\n", + "\n", + "* https://github.com/thorstenMueller/deep-learning-german-tts\n", + "* https://discourse.mozilla.org/t/contributing-my-german-voice-for-tts/" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# set some vars\n", + "TTS_PATH = \"/home/thorsten/___dev/tts/thorstenMueller\"\n", + "CONFIG_FILE = \"/home/thorsten/___dev/tts/thorstenMueller/TTS/config.json\"\n", + "CHARS_TO_REMOVE = \".,:!?'\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/thorsten/___dev/tts/thorstenMueller\n" + ] + } + ], + "source": [ + "cd $TTS_PATH" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# import stuff\n", + "sys.path.append(TTS_PATH)\n", + "from TTS.utils.text import *\n", + "from TTS.datasets.preprocess import load_meta_data\n", + "from TTS.utils.io import load_config\n", + "from tqdm import tqdm\n", + "from matplotlib import pylab as plt\n", + "\n", + "# extra imports not included in requirements.txt\n", + "import collections\n", + "import operator\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Load config.json properties\n", + "CONFIG = load_config(CONFIG_FILE)\n", + "\n", + "# Load some properties from config.json\n", + "CONFIG_METADATA = load_meta_data(CONFIG.datasets)[0]\n", + "CONFIG_DATASET = CONFIG.datasets[0]\n", + "CONFIG_PHONEME_LANGUAGE = CONFIG.phoneme_language\n", + "CONFIG_TEXT_CLEANER = CONFIG.text_cleaner\n", + "CONFIG_ENABLE_EOS_BOS_CHARS = CONFIG.enable_eos_bos_chars\n", + "\n", + "# Will be printed on generated output graph\n", + "CONFIG_RUN_NAME = CONFIG.run_name\n", + "CONFIG_RUN_DESC = CONFIG.run_description" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " > Run name: thorsten-de (github.com/thorstenMueller/deep-learning-german-tts)\n", + " > Dataset files: 22442\n", + " > Phoneme language: de\n", + " > Used text cleaner: phoneme_cleaners\n", + " > Enable eos bos chars: False\n" + ] + } + ], + "source": [ + "# print some debug information on loaded config values\n", + "print(\" > Run name: \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\")\n", + "print(\" > Dataset files: \" + str(len(CONFIG_METADATA)))\n", + "print(\" > Phoneme language: \" + CONFIG_PHONEME_LANGUAGE)\n", + "print(\" > Used text cleaner: \" + CONFIG_TEXT_CLEANER)\n", + "print(\" > Enable eos bos chars: \" + str(CONFIG_ENABLE_EOS_BOS_CHARS))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 0%| | 13/22442 [00:00<27:31, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 1%| | 193/22442 [00:13<25:19, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 1%| | 211/22442 [00:14<25:51, 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have been kept (applying \"keep-flags\" policy)\n", + " 16%|█▌ | 3583/22442 [04:13<21:48, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 16%|█▌ | 3619/22442 [04:16<21:19, 14.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 17%|█▋ | 3715/22442 [04:23<22:15, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 17%|█▋ | 3719/22442 [04:23<22:16, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 17%|█▋ | 3837/22442 [04:31<22:02, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 17%|█▋ | 3903/22442 [04:36<21:23, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 18%|█▊ | 4057/22442 [04:47<21:19, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 18%|█▊ | 4117/22442 [04:51<21:19, 14.32it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 19%|█▊ | 4155/22442 [04:53<21:41, 14.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 19%|█▊ | 4197/22442 [04:56<22:09, 13.73it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 19%|█▉ | 4291/22442 [05:03<21:04, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 19%|█▉ | 4361/22442 [05:08<21:31, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4389/22442 [05:10<21:45, 13.83it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4403/22442 [05:11<21:38, 13.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4405/22442 [05:11<22:12, 13.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4449/22442 [05:14<21:00, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4457/22442 [05:15<20:06, 14.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4463/22442 [05:15<20:32, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|██ | 4489/22442 [05:17<21:11, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|██ | 4495/22442 [05:17<20:55, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|██ | 4549/22442 [05:21<21:39, 13.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██ | 4627/22442 [05:27<20:48, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██ | 4631/22442 [05:27<20:26, 14.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██ | 4653/22442 [05:29<20:24, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██ | 4741/22442 [05:35<21:23, 13.79it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██▏ | 4769/22442 [05:37<21:13, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██▏ | 4809/22442 [05:40<20:49, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 22%|██▏ | 4837/22442 [05:42<20:39, 14.21it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 22%|██▏ | 4849/22442 [05:42<20:49, 14.08it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 22%|██▏ | 4949/22442 [05:49<19:57, 14.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 22%|██▏ | 5021/22442 [05:54<20:08, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 23%|██▎ | 5135/22442 [06:03<20:08, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 23%|██▎ | 5147/22442 [06:03<20:48, 13.85it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 24%|██▎ | 5317/22442 [06:15<19:35, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 24%|██▍ | 5451/22442 [06:25<19:42, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 24%|██▍ | 5465/22442 [06:26<20:31, 13.78it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 25%|██▍ | 5513/22442 [06:29<20:15, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 25%|██▍ | 5579/22442 [06:34<19:36, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 25%|██▌ | 5617/22442 [06:36<19:29, 14.38it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 25%|██▌ | 5625/22442 [06:37<19:44, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 25%|██▌ | 5713/22442 [06:43<19:38, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 26%|██▌ | 5745/22442 [06:45<20:13, 13.76it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 26%|██▌ | 5777/22442 [06:48<19:41, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 26%|██▌ | 5885/22442 [06:55<19:35, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 27%|██▋ | 6063/22442 [07:08<19:23, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 27%|██▋ | 6091/22442 [07:10<19:38, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 27%|██▋ | 6127/22442 [07:12<18:31, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 27%|██▋ | 6147/22442 [07:14<19:09, 14.18it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 27%|██▋ | 6169/22442 [07:15<19:14, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 28%|██▊ | 6261/22442 [07:22<19:18, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 28%|██▊ | 6271/22442 [07:23<18:55, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 29%|██▉ | 6577/22442 [07:44<18:21, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 29%|██▉ | 6603/22442 [07:46<17:57, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 30%|██▉ | 6655/22442 [07:50<18:46, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 30%|██▉ | 6657/22442 [07:50<18:29, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 30%|███ | 6763/22442 [07:57<18:14, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 30%|███ | 6831/22442 [08:02<18:22, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 31%|███ | 6975/22442 [08:12<18:05, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 31%|███ | 6979/22442 [08:12<18:31, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 31%|███ | 6985/22442 [08:13<18:27, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 31%|███▏ | 7015/22442 [08:15<17:58, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 31%|███▏ | 7029/22442 [08:16<17:48, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 31%|███▏ | 7055/22442 [08:18<17:26, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 32%|███▏ | 7099/22442 [08:21<17:41, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 32%|███▏ | 7173/22442 [08:26<17:54, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "[WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 32%|███▏ | 7193/22442 [08:27<18:10, 13.98it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 32%|███▏ | 7243/22442 [08:31<18:16, 13.86it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 33%|███▎ | 7343/22442 [08:38<17:51, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 33%|███▎ | 7407/22442 [08:43<17:26, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 33%|███▎ | 7503/22442 [08:50<17:00, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 34%|███▎ | 7521/22442 [08:51<17:05, 14.55it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 34%|███▎ | 7523/22442 [08:51<17:15, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 34%|███▎ | 7559/22442 [08:53<16:57, 14.63it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 34%|███▍ | 7619/22442 [08:58<17:26, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 34%|███▍ | 7683/22442 [09:02<16:35, 14.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 35%|███▍ | 7767/22442 [09:08<16:54, 14.46it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 35%|███▌ | 7891/22442 [09:17<17:19, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 35%|███▌ | 7895/22442 [09:17<16:53, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 35%|███▌ | 7901/22442 [09:17<17:15, 14.04it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 35%|███▌ | 7917/22442 [09:19<16:50, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▌ | 7971/22442 [09:22<16:11, 14.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▌ | 8039/22442 [09:27<16:49, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▌ | 8063/22442 [09:29<16:53, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▌ | 8119/22442 [09:33<16:32, 14.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▋ | 8141/22442 [09:34<17:01, 13.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▋ | 8163/22442 [09:36<16:55, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 37%|███▋ | 8207/22442 [09:39<16:27, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 37%|███▋ | 8239/22442 [09:41<16:20, 14.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 37%|███▋ | 8307/22442 [09:46<16:28, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 37%|███▋ | 8313/22442 [09:46<16:21, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 37%|███▋ | 8373/22442 [09:50<16:57, 13.83it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 38%|███▊ | 8603/22442 [10:07<16:58, 13.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 38%|███▊ | 8621/22442 [10:08<15:38, 14.73it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 39%|███▊ | 8659/22442 [10:11<15:44, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 39%|███▉ | 8703/22442 [10:14<15:47, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 39%|███▉ | 8745/22442 [10:17<16:21, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 39%|███▉ | 8767/22442 [10:18<16:03, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 39%|███▉ | 8839/22442 [10:23<15:52, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 40%|███▉ | 8883/22442 [10:26<15:24, 14.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 40%|███▉ | 8939/22442 [10:30<15:44, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 40%|████ | 8985/22442 [10:33<15:45, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 40%|████ | 8987/22442 [10:34<15:52, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 40%|████ | 9079/22442 [10:40<15:19, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 41%|████ | 9183/22442 [10:47<15:33, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 42%|████▏ | 9391/22442 [11:02<15:35, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 42%|████▏ | 9437/22442 [11:05<15:07, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 42%|████▏ | 9465/22442 [11:07<15:31, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 43%|████▎ | 9593/22442 [11:16<14:46, 14.50it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 43%|████▎ | 9641/22442 [11:19<15:00, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 43%|████▎ | 9749/22442 [11:27<14:51, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 43%|████▎ | 9757/22442 [11:27<14:43, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 44%|████▍ | 9823/22442 [11:32<14:44, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 45%|████▍ | 10031/22442 [11:47<14:29, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 45%|████▌ | 10101/22442 [11:52<14:37, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 45%|████▌ | 10175/22442 [11:57<14:14, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 45%|████▌ | 10195/22442 [11:58<14:19, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 45%|████▌ | 10201/22442 [11:59<14:12, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 46%|████▌ | 10285/22442 [12:05<14:53, 13.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 46%|████▌ | 10295/22442 [12:05<14:19, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 46%|████▌ | 10307/22442 [12:06<13:54, 14.55it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 46%|████▋ | 10401/22442 [12:13<14:14, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 46%|████▋ | 10421/22442 [12:14<14:02, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 47%|████▋ | 10441/22442 [12:16<14:05, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 47%|████▋ | 10459/22442 [12:17<14:18, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 47%|████▋ | 10551/22442 [12:23<14:07, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 47%|████▋ | 10587/22442 [12:26<14:09, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 48%|████▊ | 10687/22442 [12:33<13:42, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 48%|████▊ | 10727/22442 [12:36<13:36, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 48%|████▊ | 10745/22442 [12:37<13:42, 14.23it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 49%|████▉ | 10941/22442 [12:51<13:37, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 49%|████▉ | 10969/22442 [12:53<13:06, 14.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 49%|████▉ | 11075/22442 [13:00<13:27, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 50%|████▉ | 11109/22442 [13:03<13:52, 13.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 50%|████▉ | 11175/22442 [13:07<13:16, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 50%|████▉ | 11205/22442 [13:09<13:06, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 50%|█████ | 11291/22442 [13:15<12:41, 14.65it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 50%|█████ | 11323/22442 [13:18<13:30, 13.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 51%|█████ | 11397/22442 [13:23<13:09, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 51%|█████▏ | 11507/22442 [13:31<13:05, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 52%|█████▏ | 11625/22442 [13:39<12:28, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 52%|█████▏ | 11653/22442 [13:41<12:42, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 52%|█████▏ | 11777/22442 [13:50<12:05, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 53%|█████▎ | 11959/22442 [14:03<11:54, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 54%|█████▍ | 12137/22442 [14:15<12:00, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 55%|█████▍ | 12307/22442 [14:27<12:30, 13.51it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 55%|█████▌ | 12375/22442 [14:32<11:51, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 55%|█████▌ | 12401/22442 [14:34<11:30, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▌ | 12535/22442 [14:43<11:38, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▌ | 12555/22442 [14:45<11:06, 14.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▌ | 12565/22442 [14:45<11:12, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▌ | 12603/22442 [14:48<11:37, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▋ | 12627/22442 [14:50<11:12, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▋ | 12663/22442 [14:52<11:51, 13.74it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12699/22442 [14:55<11:21, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12703/22442 [14:55<11:20, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12707/22442 [14:56<11:10, 14.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12717/22442 [14:56<11:57, 13.56it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12773/22442 [15:00<10:43, 15.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 57%|█████▋ | 12871/22442 [15:07<11:02, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12883/22442 [15:08<11:13, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 58%|█████▊ | 13037/22442 [15:18<10:47, 14.54it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 58%|█████▊ | 13055/22442 [15:20<10:29, 14.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 59%|█████▊ | 13129/22442 [15:25<11:21, 13.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 59%|█████▉ | 13201/22442 [15:30<10:26, 14.74it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 59%|█████▉ | 13259/22442 [15:34<10:37, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 59%|█████▉ | 13339/22442 [15:40<11:51, 12.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13363/22442 [15:42<10:45, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "[WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13367/22442 [15:42<10:11, 14.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13407/22442 [15:45<12:35, 11.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13423/22442 [15:46<13:03, 11.51it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13449/22442 [15:48<10:56, 13.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13451/22442 [15:49<10:48, 13.86it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|██████ | 13485/22442 [15:51<12:30, 11.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|██████ | 13511/22442 [15:53<11:00, 13.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|██████ | 13535/22442 [15:55<10:23, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 61%|██████ | 13593/22442 [15:59<10:36, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 61%|██████ | 13637/22442 [16:02<10:48, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 61%|██████ | 13685/22442 [16:06<10:10, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 61%|██████ | 13697/22442 [16:06<10:48, 13.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 62%|██████▏ | 13909/22442 [16:21<10:23, 13.68it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 62%|██████▏ | 13983/22442 [16:27<10:30, 13.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 63%|██████▎ | 14171/22442 [16:40<09:32, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 63%|██████▎ | 14173/22442 [16:40<09:37, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 63%|██████▎ | 14187/22442 [16:41<09:54, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 63%|██████▎ | 14201/22442 [16:42<10:34, 13.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▎ | 14257/22442 [16:46<09:42, 14.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▎ | 14273/22442 [16:47<09:37, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▍ | 14339/22442 [16:52<09:47, 13.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▍ | 14365/22442 [16:54<09:00, 14.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▍ | 14449/22442 [17:00<10:09, 13.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▍ | 14463/22442 [17:00<09:13, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▍ | 14473/22442 [17:01<09:15, 14.34it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 65%|██████▍ | 14481/22442 [17:02<09:28, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 65%|██████▍ | 14487/22442 [17:02<09:46, 13.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 65%|██████▍ | 14529/22442 [17:05<09:27, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 65%|██████▌ | 14593/22442 [17:10<09:03, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 66%|██████▌ | 14713/22442 [17:18<08:52, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 66%|██████▋ | 14903/22442 [17:32<08:33, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 66%|██████▋ | 14907/22442 [17:32<08:41, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 66%|██████▋ | 14923/22442 [17:33<08:38, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 67%|██████▋ | 14949/22442 [17:35<08:48, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 67%|██████▋ | 14955/22442 [17:35<08:44, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 67%|██████▋ | 15091/22442 [17:45<08:39, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 67%|██████▋ | 15099/22442 [17:45<08:38, 14.17it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 68%|██████▊ | 15161/22442 [17:50<08:35, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 68%|██████▊ | 15219/22442 [17:54<08:33, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 68%|██████▊ | 15245/22442 [17:56<08:37, 13.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 68%|██████▊ | 15305/22442 [18:00<08:31, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 69%|██████▊ | 15403/22442 [18:07<08:17, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 69%|██████▉ | 15445/22442 [18:09<08:19, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 69%|██████▉ | 15491/22442 [18:13<08:02, 14.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 69%|██████▉ | 15515/22442 [18:14<08:01, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 70%|██████▉ | 15633/22442 [18:22<07:56, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 70%|██████▉ | 15699/22442 [18:27<07:38, 14.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 70%|██████▉ | 15701/22442 [18:27<07:36, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 70%|███████ | 15755/22442 [18:31<07:45, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 70%|███████ | 15795/22442 [18:34<07:57, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 71%|███████ | 15923/22442 [18:43<07:14, 14.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 71%|███████▏ | 16021/22442 [18:50<07:30, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 71%|███████▏ | 16043/22442 [18:51<07:27, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 72%|███████▏ | 16139/22442 [18:58<07:06, 14.76it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 72%|███████▏ | 16207/22442 [19:03<07:05, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 72%|███████▏ | 16263/22442 [19:07<06:57, 14.79it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16281/22442 [19:08<07:07, 14.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16291/22442 [19:09<07:20, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16311/22442 [19:10<07:24, 13.81it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16341/22442 [19:12<07:14, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16351/22442 [19:13<07:17, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16375/22442 [19:15<06:58, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16419/22442 [19:18<06:49, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 74%|███████▎ | 16507/22442 [19:24<07:06, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 74%|███████▎ | 16529/22442 [19:25<06:53, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 74%|███████▍ | 16587/22442 [19:30<06:45, 14.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 74%|███████▍ | 16705/22442 [19:38<06:42, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 75%|███████▍ | 16723/22442 [19:39<06:34, 14.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 75%|███████▍ | 16739/22442 [19:40<06:27, 14.71it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 75%|███████▌ | 16899/22442 [19:52<06:27, 14.32it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 75%|███████▌ | 16937/22442 [19:54<06:25, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▌ | 16963/22442 [19:56<06:33, 13.94it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▌ | 16965/22442 [19:56<06:33, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▌ | 16993/22442 [19:58<06:26, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▌ | 17077/22442 [20:04<06:19, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▌ | 17083/22442 [20:05<06:18, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▋ | 17117/22442 [20:07<06:19, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 77%|███████▋ | 17183/22442 [20:12<06:32, 13.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 77%|███████▋ | 17327/22442 [20:22<06:15, 13.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 77%|███████▋ | 17335/22442 [20:23<06:09, 13.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 78%|███████▊ | 17453/22442 [20:31<05:55, 14.04it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 78%|███████▊ | 17483/22442 [20:33<05:45, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 78%|███████▊ | 17493/22442 [20:34<05:47, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 78%|███████▊ | 17539/22442 [20:37<06:04, 13.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 79%|███████▊ | 17643/22442 [20:45<05:36, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 79%|███████▉ | 17675/22442 [20:47<05:37, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 79%|███████▉ | 17687/22442 [20:48<05:39, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 79%|███████▉ | 17697/22442 [20:49<05:27, 14.47it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 79%|███████▉ | 17729/22442 [20:51<05:21, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 79%|███████▉ | 17747/22442 [20:52<05:36, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 80%|███████▉ | 17871/22442 [21:01<05:24, 14.10it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 80%|████████ | 18023/22442 [21:11<05:06, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 81%|████████ | 18083/22442 [21:16<05:06, 14.23it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 81%|████████ | 18205/22442 [21:24<04:17, 16.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 82%|████████▏ | 18361/22442 [21:36<04:51, 13.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 82%|████████▏ | 18371/22442 [21:36<04:39, 14.54it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 82%|████████▏ | 18395/22442 [21:38<04:50, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 83%|████████▎ | 18521/22442 [21:47<04:35, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 83%|████████▎ | 18551/22442 [21:49<04:34, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 83%|████████▎ | 18561/22442 [21:50<05:08, 12.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 83%|████████▎ | 18675/22442 [21:58<04:35, 13.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 83%|████████▎ | 18691/22442 [21:59<04:21, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▎ | 18761/22442 [22:04<04:10, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▎ | 18781/22442 [22:05<04:18, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18799/22442 [22:07<04:13, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18847/22442 [22:10<04:04, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18875/22442 [22:12<04:09, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18905/22442 [22:14<04:06, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18915/22442 [22:15<04:13, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18919/22442 [22:15<04:06, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 86%|████████▌ | 19253/22442 [22:38<03:30, 15.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 86%|████████▋ | 19371/22442 [22:47<03:35, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 86%|████████▋ | 19411/22442 [22:49<03:25, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 87%|████████▋ | 19425/22442 [22:50<03:42, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 87%|████████▋ | 19473/22442 [22:54<03:26, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 87%|████████▋ | 19489/22442 [22:55<03:32, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 87%|████████▋ | 19503/22442 [22:56<03:32, 13.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 87%|████████▋ | 19599/22442 [23:03<03:24, 13.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 88%|████████▊ | 19675/22442 [23:08<03:23, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 88%|████████▊ | 19747/22442 [23:13<03:41, 12.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 88%|████████▊ | 19749/22442 [23:14<03:34, 12.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 88%|████████▊ | 19857/22442 [23:21<03:00, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 89%|████████▊ | 19875/22442 [23:22<02:56, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 89%|████████▉ | 19951/22442 [23:28<02:53, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 89%|████████▉ | 19981/22442 [23:30<02:51, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 89%|████████▉ | 20073/22442 [23:36<02:46, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 90%|████████▉ | 20119/22442 [23:39<02:44, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 90%|████████▉ | 20149/22442 [23:42<02:47, 13.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 90%|█████████ | 20205/22442 [23:46<02:37, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████ | 20347/22442 [23:56<02:32, 13.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████ | 20425/22442 [24:01<02:24, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████ | 20433/22442 [24:02<02:22, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████ | 20469/22442 [24:04<02:18, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████▏| 20487/22442 [24:06<02:18, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████▏| 20509/22442 [24:07<02:17, 14.10it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20583/22442 [24:12<02:10, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20663/22442 [24:18<02:02, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20681/22442 [24:19<02:00, 14.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20683/22442 [24:19<02:00, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20719/22442 [24:22<02:01, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20731/22442 [24:23<01:57, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 93%|█████████▎| 20775/22442 [24:26<01:58, 14.08it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 93%|█████████▎| 20797/22442 [24:27<01:56, 14.18it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 93%|█████████▎| 20889/22442 [24:34<01:49, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 93%|█████████▎| 20919/22442 [24:36<01:43, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 93%|█████████▎| 20973/22442 [24:40<01:45, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 94%|█████████▎| 21011/22442 [24:43<01:42, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 94%|█████████▎| 21027/22442 [24:44<01:42, 13.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 94%|█████████▍| 21089/22442 [24:48<01:32, 14.60it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 94%|█████████▍| 21153/22442 [24:53<01:34, 13.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 94%|█████████▍| 21155/22442 [24:53<01:34, 13.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 94%|█████████▍| 21177/22442 [24:54<01:28, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 95%|█████████▍| 21249/22442 [24:59<01:24, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 95%|█████████▌| 21337/22442 [25:06<01:15, 14.63it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 96%|█████████▌| 21463/22442 [25:15<01:10, 13.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 96%|█████████▌| 21575/22442 [25:23<00:59, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 96%|█████████▋| 21625/22442 [25:26<00:56, 14.46it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 98%|█████████▊| 21933/22442 [25:48<00:36, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 98%|█████████▊| 21983/22442 [25:52<00:31, 14.47it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 98%|█████████▊| 22055/22442 [25:57<00:28, 13.78it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 98%|█████████▊| 22071/22442 [25:58<00:25, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 99%|█████████▉| 22199/22442 [26:07<00:17, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 99%|█████████▉| 22217/22442 [26:08<00:15, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 99%|█████████▉| 22237/22442 [26:10<00:14, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 99%|█████████▉| 22251/22442 [26:11<00:13, 14.50it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 99%|█████████▉| 22277/22442 [26:12<00:11, 14.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "100%|█████████▉| 22359/22442 [26:18<00:05, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "100%|█████████▉| 22397/22442 [26:21<00:03, 13.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "100%|█████████▉| 22407/22442 [26:22<00:02, 12.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "100%|██████████| 22442/22442 [26:24<00:00, 14.16it/s]\n" + ] + } + ], + "source": [ + "# Get phonemes from metadata\n", + "phonemes = []\n", + "\n", + "for phrase in tqdm(CONFIG_METADATA):\n", + " if len(phrase[0]) > 0:\n", + " tmpPhrase = phrase[0].rstrip('\\n')\n", + " for removeChar in CHARS_TO_REMOVE:\n", + " tmpPhrase = tmpPhrase.replace(removeChar,\"\")\n", + " \n", + " seq = phoneme_to_sequence(tmpPhrase, [CONFIG_TEXT_CLEANER], CONFIG_PHONEME_LANGUAGE, CONFIG_ENABLE_EOS_BOS_CHARS)\n", + " text = sequence_to_phoneme(seq)\n", + " text = text.replace(\" \",\"\")\n", + " phonemes.append(text)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dataset contains 49 different ipa phonemes.\n" + ] + } + ], + "source": [ + "s = \"\"\n", + "phonemeString = s.join(phonemes)\n", + "\n", + "d = {}\n", + "collections._count_elements(d, phonemeString)\n", + "sorted_d = dict(sorted(d.items(), key=operator.itemgetter(1),reverse=True))\n", + "\n", + "# remove useless keys\n", + "sorted_d.pop(' ', None)\n", + "sorted_d.pop('ˈ', None)\n", + "\n", + "print(\"Dataset contains \" + str(len(sorted_d)) + \" different ipa phonemes.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "5 rarest phonemes\n", + "ð --> 1 occurrences\n", + "θ --> 2 occurrences\n", + "œ --> 7 occurrences\n", + "ʌ --> 9 occurrences\n", + "ɹ --> 30 occurrences\n" + ] + } + ], + "source": [ + "print(\"5 rarest phonemes\")\n", + "\n", + "rareList = dict(sorted(sorted_d.items(), key=operator.itemgetter(1), reverse=False)[:5])\n", + "for key, value in rareList.items():\n", + " print(key + \" --> \" + str(value) + \" occurrences\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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UxDeXkuQtv/zya3helWfAL7/88suv8i7KNcR+PBLX/k1+Oyny2wnJ3/al/UJG+noW2LqDb7ATtqiaV7B/GHhvCd97UvK39WhvzJG+5gCf6LD8D8W89eV996eA9+VMayBWz7AJ5QU50p4O7BiJf11sd3rWeO6jgwkqtsP/7ALfTpNwi1fY7veltbF6u+tLOdL6APBYgTRuB7bLmMZ5QdhZpJR7Bb7PgjQuZF6bMexozGg0Tx82eD1IzkUAmiiNMc8fWdrDhEicR2OK+aL141HgHR3W0c/RfsEofU0D3p2EnZTlPdukvxRm3NBu4Sh2DdBlpQpdNsTGvKdfVyDeacDHC7xPGM/k5PlWZNgIUJNv+ma+I3EPhHUkeT4/8NucafyDAguVqf7pKLIZm4XX38ipWKbJggS2SeQ4WhuiRb9n8s1OpLXRervrmib5nVpCHZiY4busSo/kB1oo9YF3kG98fg3Ys5t9W8Z32olsG4QGr1eBA9t9jxzpL4gtIhYZJ28FNujx9xo8hSOdj+NLiPMHZFuYGrymApu16hsypDsQhBto8rsJBdtX2zxV3aaoqSE25iHukRzv/irw+V62hci7DKv5UMY6ug/ZNzApZowwfxC/AN8iu4w8FziihPL6WRDvrzP0EUWuSXnaHrAYjXPRdtcUYEzB7zAO+BX5+t/BcjgVWCJnelOCeKYmzxfGTlbI/T2xDcvndFhOf87YRxW5JmT4LhsClxSIew5mIJLZqQMV606bpD9oiL1n8HwaGTdlY0ai6bBPkbQLhoEhNj3WF0bimNzNcEEc7wBuLPCer2Nz01Gdlg0dzC8jaYzCPDanw22VMX8LYnqkdvlIXwMkxj2UYIjdy/KIpF2HNYZlsA1tWdOem5TZgkXfu5OLEgyx6bH+Evg8ttG9SP+mmIHnPgXec3IYV6ftn4rluyx5jISZGAk3MdX+e6bjoWLdfUltsBLdRpCHVamHjvAQ2uuLByJxTgm/T/J8LNY3ZX2X14H/icS/InB5jnieATbKWQbbk0+fEV6zge+ScwxtUx611tlGyr3INTkV39QS4pvYJK9dm3+2+UYTIvF8rFdl5JdffvXfNQrHcRzHibNY5Nn0PBGIyCcwjzKL5wi2FHCxiGycJ60kvYMwLwBr5w2L7RA+W0S+WiBsmI8tsB326+QINhr4tYh8tEB684nISZgB2Artfh9hOeAMETmyQNh0PhYBLgPekyPYYsD56fJO/v9v7DihrKwBDIhIrN62RES2xowU98kbNmEf4BoRWaNg+EKIyCgR+Qm2aNpJ2otmTO9IbJfxSgXSWB/4l4j8T4bf/j64nw/4cIE0B3kvjf1ZmEYDSX0+DzuiN08fNshq2DsfXCBsOh/rYP1JnvaQZkvMu0lRVgYuEZEDigQWke8Dv8A8nmZlaeACEQmPLC+S/lrANZgCcnSBKLYHrk/69b5DRHbB+tMi+V8aOEFEfpEcm9dJPrbDFoXGdxJPXRGRBTAPTIfmDLozcGFyTGSe9MZh3q2PZOgxy1nZDbhaRDYqEDadj9HYGPRpzJgrT9ixmEH4x6A/9RJ1kR+SvvJi8o3PC2Jy7y6dpN0JSb4vJF+/MA6YkswxOk1/eaxf+grFxsmNgKtEZLdO85KDLbC+Oc1A0ciSNjwFOBw7USgrqwKXi8jmRdOuM/3apsogKdPLsCPfszIO+LmIfK87uWrOMJ4PtcvHh7F3zjP3fT/mFXQwDsH0B98hu4wswPdF5DM50o2xV3D/1w7j6xgRWQq4EtgjZ9ADsX40b3pLY97kPkm+/hesHD4MXCkiHcnWIrIQZoS8b4GwS2Bj0Hvb/LS2iMge2Fx7xwLBR2MnYQ0kx7N3ko+e6k6bcCFmQDnI0mRvD6HO41RVnVNKriqmLvJ+LxCRj2H90qYFgs+PzU3/kvQrRfNQeH7ZhLdhxryDPImVZ7t8LIh5TTwkZz62B65I+seOqKo8arTGsARmhP2OPMGwMjsvKcO+oiL95SZklIObsARwlogc1kEcQFfaf8/lu7Lo9Xy0at19GdRBt1EXmSFZ3z6JYvriWHxjMB30ITmCzQ+cKiK7puIZj7XH7XLEswxwqYhMyBFmNfLpM0LGAN8E/pq8e0eMZP1S2VQ5/1TVqZiBeZpdG3/pOI5jdDyAOI7jOMMPEVmV+MR7Wo5odsV2sA8qTl4E/okdZ/cMZnQzAdgd85KZZiHg9yKyRVblfWIkeHLkT4otrPwd8+w6B5v0vAs7viat2BLgaBFRVf1plnQjrIx51htUYs3BJgeXYV7GX8cUmTtgBsuhYu0YEflXIti3JTGOOxczqgp5AltUuxnzlvM6sCSmZNuVoYYvAhwlIs+q6q+zpB3hFIYqiG/EvvtD2I765bEFrj0YanQ1DviDiGxKosTBFpXAdiBfhimfn8C+5wRs8TasN2/BjGY/lTXDIjIxyWNogDMXM168Ksn/dGwCvDKm2NyJoWW3NmZMt7mqvpQ1/Q45Fdi/yd9ux44VfgAr+/mwsl8PM+LZhBxKzUSBflTkT3Ow8rkYq99jMEXHbsDWQRpjgT+JyBuqekaL5C7A+pr0Yskk7PjdIkwK7l/HDCiakhg5DhBf8HgAe+fbMM8fc7B6uwX23ul8zwecJCJPq+rfCuR9HGYMvlTq2e1YnX0A85i1LHZk5fszxKeYZ+3/Yh77p2FH4L2BHUH/luQ9dkjynn6P34rI7ap6c9bMi8gXgCMif5qF1ZnLsHY9Bmtb7wbejvUPY4D/wzzmFUJE1sMUfLFFsOuA/2DHbr6A1c8VsIW6XTGF4SDLY+17U1V9tGh+WvAI5ll1kCVpVBjehX23ZuEbEJEdsMXD2JzvluRvUzFPsCtgfdu7GfruYF5RRgNFjW6WxzwVpPvZ6zCZ4GHg5ST99chWj7OQ/qZ5v+cgT7X5e5qTsXYzyD1YO70b6ycWw/rdfbGFyTTbAV8EMskdybj/V+z49JCXsXK9Dsv/ophH/ffSaKC2IrZIvJmqPpAl7QhHYd7zBnkee+/rMVlvcNzcFet/0hyOjaUhj2J1407gaazPHpe8yxrYppRtaL9AdCfzNhCOZ2g/MDv5ezteafaHGskPG2Oyz9jkfgYm+12B1YE5WP3fmcbvPQYbo9ZX1RcLpF0YEdkG8/YzNviTYovPFzJPbh8cH7Zj3rc7jvj4kjX95ZJ0Vo38+XbMQ88dzKtDy2L1bjdsvBxkEWxx5G15xscO2D7y7IYO4vsZENto9SpWBldh9WhB7Fu9BztiF6wNnosZjnWTWQwdI9djqIzyAk3GwYL0ZZsqicWxMk33rzdjsujDwExsHr1TcoXyxTdE5DlVLSqzF2G4zodasTnm6W0w3ulYe72GeWPvusB+2Lw5zf4icq6qnon1oenF9Iexedjt2JHji2MbOvej0UDnxyJyQVadRRoR2QBYPfXoZWyuH3I/84xSl6dRfrqV9jyfMVtjsLqf3vh6M3ZyyYPYN14S0z/sQ6MB/IeS73pWlsQS47DLiG+0fRYzdLgNK8+lsPLcF5Pd0qyHGWNvrKpZ3zXkN1g5D/IEtlHuv0n6i2L9/56NQTkG25QUci/WHu7G6tJMzOv24ti8dQPsW4ZzjpB0Ga/B0L7pVayOtKOpvC8i+2N9SLghcBZWJ6/FZJEXsfxPwPq+twe/3xo4R0R2UNXZGfIU0lPdaTNUdY6InAqknVMcjMlrTRGRlbAxMU1MN9t31Eje7zqJEeUPI396FRtLr8eMmF/G+sA1Mb16qDPbE/gd8MGCWelkfhlj7+D+fFXNEu7PxOeqz2F99K3M66PXx8aGQaPldTH9eGGqKo+arTGcylAHN49ieqW7sDa3HCYT7UWjnPJOrAzDjV+1pUb6y3uw+n0X8+rYLGzeOx4r752xtvhm9oEfiMh/C+q+Bym7/fdUviuRns5Hq9bdl0iluo0ayQw7Y6e7DjITK8MB5tWflbF6v3DGOH/C0HHhLmzeeB8mty6F1Yl9GdofjQZOTjaZvIHpq1dL/qZYn/cvrH+fgekadqVR370UcDz5nH+leQpbp74LWwd5CfM4vRCm69sQ2CX5f5rdsXn31wqmC/2jXyp7HaVbOvluzz/bcT1DdSwxHa3jOI5RtUtuv/zyyy+/yruIH48yUCCeL0bimQks1OT3kyK/Hzziey5mXNT0WCVscS92JPgHM+Z3DUwxFIb/L7Bli3DrYkbaYbhZwOYFv3f6PS4E1mwRfiNsAh7GcUKOsvpOJPyjmDHb6BbhxmCeO8PvNhPYNEO6A0G411P/fxB4Z4uwm2ETszDf/8PQo+L+1eb7HUTjUX1vkPEYPkw5GcvHycD4NmFXx7yvh2HP7HY7T9L/SiRtxRQrW2QIvxLwBcwwYXKb324b+c6KKZHWahFuG2ySHoZ7IcP3PSYSrm29jMSzSlIn0vH8KUO4KZH078AWNqRFuAUxZdesIOzzWeoljcd2pb/7Q8B7WoQdTeTYRGwR+R+YkcrSGb/b0sAvaTwK8r85vv1axPv1i2hxPCGmoLoh9fvXInE0DZ+KZ6GkzMKw5wPrtgm7PLboE4a9lg6Ods3x7SYVeecgjqWIH3n3MLBLi3ArY8rUWP+yV8a0w3DpenwrsE2LsAvU8XsG8Q0EcaXr+ZPAvi3CLgz8IZKfF8h4fC7Wx8TK5zfAYi3CHUT8uPNryXDkKpEjOlNlOwdbNIvKiWHZYgsTofzxapLHtm0MU5y+CzgNuDzD76cEaU3tsE5VIj8QP+YyXf9OAVZoE/65SByHld3u2rzHAsTlg3uAt7UItxHtx4eJGdIfhS18hGH/Q5ujyjEl/s9oHB8fBBbpwbc7M0j3JVrIJW3i2j7yHgr8kRbyQlKP7m9VDhnTHwjCDWQMNzUIN6WD71lpmyrrXSh4hHKbd38M2K1F2LWxxeRYHGt3uy0keRjW86EWdTQ97/4lTfQs2Fh5XCT83Zjh7eAc6VXgEzTRHWBj3n8i8ZxYsNy+EcRzRrfqeIv4wraXrvv3ADu2CLsM8XH8rhzpnxAJPwf4Pk1kYWyu99Wg/AevczKmOyWSZrov/zwwX4vwaVluFRrHkGeAPTLmZSHMQPICss3PB4K0BjqsA+vTeFz7bOBoYJk2YcP56uD1kwzpToqE66XuNJb+h1N/XydSR1ZsE+cRQZirg79fHKZZsJ1OKVjWkwumX5m+MBJucpfD7USj3uw1bN65aJuwExkqFw5eny5SNhScX7b4zX1B/E1lmzbtZC5miBadszPPe2ZaFxjKyAN1Lo8kfF3WGNL93OvAl5uljxnP/i6SbwUOzPLeZV0U1DtQof4SOzHyKuCjZF9PWRj4dlK+6TSfadZGInFMjuS5o/ZP9fJd7j6Y6uejleruS2x721OtbqNOOsK0fH8WsErOdjQliG9m6ttOA97f5l3ujuTpcGzeOnh/I7BZi3h2oVFOV1qsJwThJ2Fz/G8AG2UMMxr4EKbXT6c5lwy6hTq05xLb06Qy23OkTk0tGE9P559N4gh1GQqs0cvy8csvv/rnqjwDfvnll19+lXdRgiE2ZoAXTjgUuKRFmJhwPjhROSBjuvtHwl+cMew/I2Gvp4VBUirsAsSNMW4r+L0HrxPJpvBancZJ/ovAuAxht6FROXtVlvdOxfHWJL10HBdmCDfQ5L3vBJbPEP5tkYnT06n/n0Y2w7DY5OeIjO9+YRBuDrB/jm8nmEIlTL+p8X8ZF7aDN2YIcGyWOhfENZrWChkhrkC5ABibIf4lsQ0RYfjz24TbMBLmlwW+Vax+NN0kkITZLxLmL1neNxXHzjQaY/8qQ7ipTdrV3bRZAG0RZ+b+IBL2wEheds4Y9u+RsGfQYvEmFXZh4gYfg9eEDHH8KhLuaznff3Ikjv2Kfs8c6U4q8s5BHL+JxPEg2TYECPGFnEyLKi3K7UraLBzW9XsG8Q00eb8HgFUzft+Ykv3DGcJOiPQtCnwjY943p3HMV+DLBduDYnJIU0V8k7jeE4nnwILlkUVemhKkNbXDOlWJ/EBcqT94fTNj2m+nUf66r5PvUeD7fSuS/zvJsFkIU5zHjD8Hr4kZ4vhaJNxx5DBoxjYNdDTGFPx2DwVpXl0wHkm+efgOP8sYfnlsMTtaDhnjGAjCDWQMNzUIN6WD71lpmyrrXVlmpQgAACAASURBVCjPEHvwehx4S4bwC2BGz2H4pnqDEtvCsJ8PZaijn8v4fjGZY3De/TJtNqAkcSyByYHpOF4ko7FNENd1QTxtx8+idbxFfGHbG7yuA5bMEH7+JmX69gxht42Ee4PserP3EJcFm24ETIWd0uS9XwG2y/kNPx2JZ/uC5ZFFlhsI0hrooPxHRcrvFWCHHHGMpVEPOZM2cy2q153G0v9w8JtQzjq8TZyhoetHg7/3qyF2ZfrCSJjJGdPMHQ7zchsajz0NbJjjXRfDNlyn45jWrm3HyoZ5fWKu+WWT+NcL4n0ZmD/DuzwfydNnMqb5PuLySaZ+q+LyqOMaw2xg94xp/ygS/vk8+S+hzk0J0p+aMVxl+stOvg/mtXZ2kObHOshvR+2fCuW7JHyRPnhikzwrvZmPVqq7L+OiHrqNOuoIf1Hwe05pEt+TZNhwjXm8Do37n2Xe+HIZLTZZpOL5UCQPv8n4DotQ3GHBeMyJTTrd0zKGrbQ9l3VRX0Psns4/m4TbM5KH/+ll+fjll1/9c1WeAb/88ssvv8q76NAQGzvWrZlxQ1MPK02E88wT3lQ81wbhZ9PGwwW2CBum+yKwUo50FyNufN7S4LDJ91YyepdMxfPjSBw7ZQj3tyDM47TwntMintjE9q1twgxEwrxOPuVwmP/B6+6skyHMACD08PnvDOG2iKT71QLfbj4alT2ZPFIVvTAj9TDvhXbxZkhr90haD5NBYZKKYzUaNxvMpY3yBttMkQ7zLDmMoZM4wkXBh2lhnIEpvm4PwtxCC89gLeIKjcBnAMu2CTM18r1nA5t0s061yVPofTOL17o1iHsLzWysgR29/VKTPmJCm7Ar0eiZ5fiC7x8usN/Ug28+Ke87B+GXplHpOQfYOEccY7Aj0cN8tF1UaVJm08kxLtfpe0biG4jEN4sW3jwicYSLwgqcmiHcTyPhzs6Z/w9E4niYNgstNF8o+2mBb/jZII7XyCE3FUhvSpDe1A7iqkx+oLlSP28dOD0Sx+rd+v6R9w5l7lm08fQVxLEcce/uShtDbGAcZoiQDnNBwXf5bRDPk+SUU3KmN5bGsfXPBePaKfLtriKfMfrGNDE0yRh+IAg3kDHc1CDclA6+aaVtqqx3oXxD7Ik50l4Kk9HDODYouw0E6Y6U+VCzOpr5XYmPW4PXwTni+XokfFudRRDHSgztx2aTQX9RtI63iC9se0pGL+WpOHaNxPHdDOHOioTLqzeLlcVVGcJNaVIPMhkYBnH9LIjj3k7KJEN6A0F6Ax3E9f7IN8ht9IXpEUOZ4pg2YSY1KYOu605bpB8aYh8a/P2eFvFtH/z2VYITQuhDQ2wq1hdG0p6cMb3c4TBP++kwbwBbF3jXt9Cog2m5YShWNsmVe37ZJP7QW3sW76LhPFWBU3Km+4Mm7zVQ8/Ko2xqDAt/OmfZlkThyj3Ed1LkpQdpTM4Tpd/3lT4I0r8sYrvT2T4XyXRK2SB88scl36Pp8lIp19yXWwUp1G9RTR3gtGYzpm8Q5pUmcmRzzJHEc3ySOacByOeIJv8ejPapTofOQ2WRz+FZZey75/SeV2Z4jdWpqwXh6Ov9skoe3Rr7Nt3udD7/88qs/rlE4juM4Ix4ReYuIHIYZXW0T+cn12AQgDy9hR9rl4Y/B/RjsGPJWfCby7Huq+njWRFX1ReyIvyxxZ+Hrqjonx+/D9wbYrFUAEdkA2C14fISqTs+R7iCnYQarafYuEM+pqvrfHL8/u8nzo1T1tSwRqOrrmDeyNG8VEWkT9OvB/f3AMVnSDNKfjSnZ0+wqIvPnjSsLIjIB89icZhrwyW6kR7wNfEVVX80agao+hG02SCPYLuZW/D64XwrbdZwJEXkHplRMM0VV57YI9h7smOI0n0/KOS/HYB53BlkAU+jm5VRVvblAuLI4JbjfNkOYj2JlnOYIVZ2RNVFVfYLGepOVL2IGa4O8RLyPz8JRwf0mIrJqwbh6xaFYfUtzoqrekjWCZAz7bORPRcfFY/KMy33Iaap6Y9Yfq+qdwE3B43bj/gLAIcHjWcDnsqabpH06ttCZZjywV554El7GFtDyskhw/2JOualK6iY/zMU8POcht9xZIntjHofSHKeqd2WNQFWfBr5bMP2Dsc0qg8wl3tdl4ShM6T7I8sTnUWWxKo1ja9F+9WORZ19SVY08j5KMKaGsNhzotzZVNmer6kDWH6vqc8THgU+UlaGQETYfivEGdrxz1rSvBx6J/Oke8rXhsyLPNs0RHmwul+7HLi+ov+gGv1DV2Hdqxj+xepemnSy3Eo16lmewkyLycAyN+pttRCRveYCd6HJ8gXChLPdcgTiqIpTlBlT1zLyRJHrEXwSP31sgP73SnWbldMygepC1ROTtTX57cHB/lqq+HP1lf1E3eb8riMhY4AvB41NU9Zq8canqg9ipWmmKtIei88sY4fz2rxnChPLL65hxdB6+h3m1zkWV5VHTNYbHya8TjM3ruiaTlkS/6y9DnfEmIjKuYFxltv9Bui7fdYFezUer1t2XRdW6jTrKDF9V1TcKhGvGxar6zxy/b7bme2yizysaz8oiskyO8EX5O7bZfJAxwFYF4xrp+qUyqcP887HIswm9zoTjOP2BG2I7juMMfzYXkVuaXPeIyHPY4ssPgWUj4R/HvMNknrwmnKGqL+UMc13k2dptwrwruJ8J/C5nugB/xo6sS7ODiIzOGc99eRavE+5g6EIHtH/v9wX3L5PfWB5ItnbbBDPNxAJR5f3uMePSlzEPvJ3EswjmUSJKYsy2e/B4SgcKiguD+wWArQvG1Y73YMdnpzmhQFtrS7IIsH3w+CngLwWi+w1mNJAmbLsh/4cteqSZlCPN8LeK7cBuRdiu7lPVy3OkOS8xU1xeFjyeWCCqIv1ZmYQLKCuKyPg2YXYM7l+gWL2Zgims8hKW4xkdLAhfhXlzTjOxYFy9Ita2fpU3kqTu3xE83lBElssbFXbE4nDmtwXChDLPWm1+vwWwePDsvIIG7rH60K5PjnG6qr5SIFyoLF1ORMKNM7WjpvLDpar6QM4wReTtsohtSCrSfqZgGxHyEo4PlyYGkrlR1Uexo4vTTCwSV0ZWjjzLbeSREI7TdxYx8qB6GaUb9FubKpsi7fFUGmX2IpsPszKS5kMxLs5pUAJ2wk/I73MaKDyAGQelyVvPixjF9YpcdT8Z+8NNeO2+x4401t1T8hj1J2nPJp7fIvUpVz1IEcpyG4rIYgXi6SnJRo7QkOGkDqL8W3A/oYDRW690p5lI5s3hxovQ4BoRWZRGuarv53w1lfe7xdswb6ZpymwPWxcwICs6vxyCiKyAzZ8HmUNj/sIw47GTq9Kcl9NojMSxSMyIqh1Vlkcd1xhOTZyv5En7duDq4PH6IrJKgfR7Rb/rL0Od8Rhg84JxldL+A3oh35VNr+ajVevuy6Iy3UZNZYb7VPWKguk3o4w1X8gvJ8bi6Xp7TJw4hW2wqOw20vVLZVL5/DNxRBA67KqzjOE4ToW4IbbjOM7wZyHsyJTYtRawZIuwt2DHzT5cIN0ixouxSUlTYVpElseO20tzmaqGBtVtUdWZwHnB44Wx75SH3BPdZHI3NXjcbhIRLgjflFdBGRAaoWySM/xrwA05w8Tq1TUFvA9PjTwLjdXSbAWEyuf/5EzzTZL69mLwOO/3y8rEyLPQy0lZbEqjV91zi3gtVdUngX8Hj9cWkaVahHkBODd4vEvS7luSeN94f/D48gzGVmG7uqpdWm3otF3NAIooD5siIvOLyE4i8iUROVlEzheRy0XkxtiGHeCcSDRNDbETJWTYb16S9LG5SAxMc3kDTxa+w8XvTtr3XBr7qm61745JNg+FXhruVtXQoDorsY0xWbyip7lfVWMeA4YLM4grSdsRyjyjRWThFr+PffeYd8os/BXbuNYu/naEm02ycm1wL8Cfa75ACvWUH3LL24kxQWj01Svldbh4cXceb9iDJN9uIE+YxPAg7B8Ll19Cp+N8HhaNPMtlvAcgIqsz1Cs4NC74ZSJZ4OwnL6hZ6Lc2VSavABfnDZR4hb0kePyWLnqrmhh5NiznQ00osrAem3eHeSkST6s59xASo80dgsd1McR+oODGtlCWa9fuy5TlzsgYfzvKkuUWwmS5VvrFOhDO96EzWSCmX+i6LEdO3WkBQkOZ94vIQsGzDwJpr6cPUKx/qht1lPe7RdgeZmMnYhYlbA8LAOvmjKNonxSyF0M9vf470TG2ImZkFdOHZaFIuCrLo25rDNCoD85K7NvXZfPDEOqovxSR0SLydhH5jIicKCLnichlInJDE51xTGfdznlHM8pq/4P0Sr4rm67PR6vW3ZdFDXQbdZQZBoqm34Jc8l0y3oYbSu5T1byOBKZGnmWef6YRkQ1E5CAROVZEzhGRi0Xk2mYO7IANgiiK9msjWb9UNnWZf4YneYeeuh3HcQDbneg4juM4IY9gx5MeW8AodpBwR3wWwokmtJ5kxI5ezWsMnOZ6Gr3obgrclCOOIu8Nje/eSlkymkYl4kbJJLEo4YRlMRGZL0f5P1xgQTrm4eH+nHE0i6dVvYktUP5KRIp4VhwkPHYvVAKVRXjk/TRVLVrn2tGN9jUxdS+YMqmVwcfvsQW+QUYDBwA/aZPW+2icBLfcdS8iK9J4lNQuHbar0Gg8b724rayj5BJvs4dh36ZT5U0rpdc6wHzBszx9aMjN5Dt+Lda+vyki4RGveQg99XarfZfB2pgiKk2n7TZkU/ItLHZS/v3AwwVlpWYyTzMPQKX1yao6S0RuY6iXsPVFZP6cCy+FylZVbxGRmxm6oLAZcK+InIEZF12a50jUHlFH+aETuTPdV3RdqZ9skloneBx6m8rDjcDOOX6/GY0GlQeLSJGjsgcJF2O6OT7Ejngu0kY2jDzrdJx+Zwfh60bftKkucGsHcudNmKfqNJsBF3WWpSgjbT4UUtZ8uYx48tTzXYGxqfubC3j27hZd1+EkhPVpNnBrkYRV9WERmQakNzzE6mvLaIh7S8/CP4AngRVSz3YBHhSRP2EG5ld2oE/sFjFZ7lwRiTwuTC9kuby601yo6hUicj/z5sELA/th+plBQi/ZRb2r1406yvvdIvau13XQHsZGnuV917J0B+EJDFmMemN6p6JzlVuwUzDynLJZSXnUdI1hDgXHR+J1aDPyn77ZC2qjv0ycnhyG6eDznoIXUshQkvJ1h72S78qmF/PRqnX3ZVG1bqOOMkPZ7WiGqj5RINzLDF2b68Wa7xASZwyfBQ6i8cSLvBTt10ayfqls6jL/nMHQ8gjX4RzHcQA3xHYcxxnpzMSOl50O3IspGK/AvEp3eqRUEa/UsyMKxlApkCY2Ec3tVS/FnRnTaEXu904IJwit3nspGg1JlkiuMlkSyHoEYzvPIg00Ke/c8dD47aD194sd7Z7XS0s78no2y8qywf1/u5QO1KN9XQw8ytAjnibR3hD7oOD+ZeDsNmFi9WI5OldAp8lbL54pI1ER+RZwBI1eGorSSvkTe8epHaTVzot5SKwcV+8g/Rjdat9lUId2G1JKPa4xZY37kE/mmVXgeMM0dzLUEHsUJkfk8VDSSdl+CvPUku6XFgA+klyzROR6zMPStcAVeY+F7gJ1lB+6LneKyFHAnjnjP0FVTwieLcNQz3QA9+SMN83dOX8fK79VKPcYyW6ODzFDjiJGs1WP03WnF3O5ulJ2ewznLWUx0uZDIWXNl8uIJ089D43i6uING8pr9+3WWcKyntqhx9E7GerFNG9dekVVQ49emVDVGSLyGWzBOz22L4bJeJ8CXhORqzE57lqyeaTtNjFZIO8peO3ouixXQHdahN8D30/dH5w8Q0TWY+gpI3OBP5ScflXUUd7vFuG7zkf17aFj3YGILALsGDwOT8CMEcoXc4h7n29L0kc+AqyWI1hV5VHHNYZHOhgfM8ukBY3NdytolBijFvpLEfkYpmePncBUhKIGg2XrDnsl35VNr9YWQ6YWTBdy6gRE5EJgxZxpHKqq4YbYqnUbdZQZym5HRWX3sD72Ys33TURkW0w2LatPLdqv9ZPOttbUaP4ZOqNzW0vHcaJ45+A4jjP8uVxVJ1aQbi8838SUgtM7iC8mlOc92qYX790rpf2COX5b1nsPl++X59tlIllMCCfd3VzIrLx9qepcEfkD8M3U4/VEZEtVvS4WRkQm0His5ukZFpl7US/CxY12vNRpgiJyPKaIKJNWSq9YvYl57MpK3rB92b5LpPJ2G6HjelxzeuXpLyzbTtoVNC/bPIbYhctWVa8Rkd2B/yNuODQW8y7zpocZEbkLU7j+SVU7MRgsSh37l17Uv/HkNwIIT4SAuAcZHx+yE/N+nVeugOrH6bpTN++tvaTselDUa1RTRuJ8KEIpdbSXnopFZD5gt+BxnQyxq5LlOqlL0Fif5heRcTmMqzuS0VX1HBH5MPAb4p7AxgE7JRfA3ORElDOB01T10U7SL0gdZYG6jjt/AI5i3kawt4vImskJBKE37H+q6mM9zV33qGMd6RZ1fNcydAe7MNQb9K2qOjVDuFBueblDL+/9Mlep4xpDr2TSIobuMU/jRam8DYrI14Afl5xm0Y1BZesO6zq+tqOqNdVe6gTWA1bNGWbhyLOq36PyNhyhru2ol3PPHYALiJ8qV5Si/Vo/6WxrT03mn2GbLLSx2XGc4c+oqjPgOI7jOB2wSOTZqx3EFwsbS6NqyvZKMdLo1+8X80zxShfTq0v7mhJ5Fnq8TjOJRo+bJ2dIp471ItxhnYtEMREzwn4e+B22gPoOYAL2/guqqqQv8nnwgbjX7U6O5JuZ8/d1LMdeUpd2m6ajeuy8SfjdOynXZuFzla2qdlS2qnoxsDbwQ+DZDEHWBY4E7hKRs0Qkb//UKSO9f+mUXvRPrej38ou9bxFDnqrHaae+VC0vZGGkzof6nYkM9SL2sKoW8ULZ79RNlutYRlfV0zBZ7lfEjw9PMwo7tv5HwAMicpKILNNpHnLS77JAz1DVx4F/Bo8PSjZWHBA8z6Jv6RdGUh2p3bt2Or9M2Du4z7rxpxd9dCuqKo/a1QM6+/Yxg6i6ylqVfnsReTtxI+xXgdMwffJEYA0sr+OAURG9cSmU1P6dbAwXnUDV71HH/nNEtyMRWQI4nUYj7LmYXHs4tmFrfcwpyMLA6Ei/dnkPs+3koAbzz1AP26m86DjOMMU9YjuO4zj9TEzQju2EzEosbDthvgpiHvFOV9UP9jwn/Uns+62rqnmPuO81sR3tMW8AZVGL9qWqD4jIFcB2qccfFJEvhkdVip3Pe2AQxT2qenWG/MXqxY9V9bAMYWtHskB6dORPPwKOUtXY+8bIa+QV8x7RyaJH3qMxY++1q6pe1EEe+olatFunK4TfvZNybRa+52Wrqs8DR4jItzCPFe/E+vuNae5tSoB9gXeJyH6q+o+eZLZ/5Ye60Iv+qRWx8vtkHx3HGTtiNq8nXah+nHbqSz/ICyNyPjQM2Cu4r5M37F7yMkO9cg4XWe5x4NMi8hXMsGFHbLPvBszzphwyH3AI8B4ReY+q3tSTzMZlgQVDvYLzJicDu6buPwLcBCybevYcw6tNjyR5fwZDPTw+rap96SFxEBEZQ+MJDOdmDN6L+XYrqiqPOq4xdPLtYx5Q6yprVa2/PDbybArwRVXNdGqHiNTFw7+Tj+GiE6j6PUaSzNAvHAGEhrY3APsnp7pkxfu2GlPV/FNE5qdRzojpah3HcdwQ23Ecx+lrYkf7dnIEcizs8x3E1y1iXiOLGGKMVPry+6nqyyIym6GK+W7uvK9T+zqZoYbYi2Nebv4c/G4i5t05ze8zptGX9aIF2wMrBM/+V1UPzxlP3m8QqzedHNWXN+xwK8e81KndOuUSlu1i0V9lp1Zlm3g/+kdyDSo3twDeDrw7+TfUXywKnC0im6rqvT3I5ojsX1R1EnbaRKfEFnM7qcd5w/Z7+T0cebZygXiqHqed8il6TG5I2e0xkwFHHkb4fKif2TO4H05Gm3l4gaF1oJO6FAs/U1UrOxo52ej7l+RCRBYGtsZkuF0wuS48nXV54G8isoGqPteDbDaTBZ7oQdr9yHmYofXgWL8S8IvgN6epaifeJ7tN3jGy3+XFPDzLUKOzOnr2zMv2DO0bH1HVmzOGDeWWRUREVFUL5qXIXKWK8qhjne+JTFqmN+eCVPbtRWQNYPPg8fmq2uoEyhhV1xWnGJXqBFR1Qgdppalat1HH/nOkE24iehR4p6rGjPZb0TflWKLOtu+oYP4Z08HGdLWO4zgNnY/jOI7j9BPTIs/W7SC+9SLPYhPqqpkGhIrgVavISJ/ydORZv3y/p4L7DbuYVp3a11k0HjseUw6Hz94ATsmYRj/XixjvCu7fAL5fIJ635Pz9o5FnndTTjXL+friVY17q1G6dcgnLdqyIrN5BfGHZzqVGxmCqOlNVr1TVH6nqDpii9Os0LqIuBHy3R9ka6f1Lp8Tk17U7iG+dnL/v6/JLFghCb8BFDLGrHqedecwO7osaVJdlDL9WB2FjbblbnoFG6nyoLxGRzYBVUo9eAK6oKDtVE9an1ZKNZ0UJ61Ot6pKqvqKqF6vqZFXdGhtzfwiE3qeXB77Wo2z1tSzQaxID6z8Fj1cM7k/uUvJVjZEjqY6E7zpWRMLN/P3G3sH9eTnChnLLGKDQfDvxEjw+Z7CqyqOOawzjOxgfeymTdkqV/U2oMwY4qkA8eXXGTj0YLjqBqt9jJMkMtUdE1qVRR/bLvEbYySmzRXRtTsX0YP65UuTZQwXicRxnBOCG2I7jOE4/Ezs+JtzNn4ctIs9u7CC+rpAcm3pr8HgtEVmuivz0IddGnm0XeVZHrg7ulxGRTowmWtHt9qVN0mhAVV8Fzggev1NE3lSKiMgiwL7Bby5S1Scz5u9+Go0Q3yYizY6zqjurBPf3qWpMQdiObfL8WFUfodFAZusC6SIio4j3y63o5/ZdBvfSuGlh2I+LI4TS+mQRGUvjAsPtdfZmp6rPqerRWH8SHi28e4eGTFkZ6f1LRyReOsMjWjfrIMq8YW/ANhyk6bfyuy24L2LIfiO2OStN0XF6MfIbxDvzCA3rix7pvEanGUnYuAO5N9YeuyUvjMj5UB+zV3B/YXIKxkgkLOsxwMZFIhKR8cCyweNay+iq+piqHgHsTOM4FM7ju4XLcvlpZWh9s6re0qV0qxojR1IdGY7v2skJDLE+tOhcZWMgr0xVSXnUdI1hDPDWgmF7KZN2SpVtMNQZv66qNxSIJ5fO2KkHNdDdl0XVuo3hOI72M2G/BvDvAvFsAizQYV6cGtCF+WesjwhlKMdxHMANsR3HcZw+JjEqfDB4vIOI5D46KDFKChW2r9Bo8FAX/hV5tk/Pc9GfXAaEi7+7J7ud685A5NkBXUrrJhp3C+9dxEAjUeC/I3h8j6rm8b4aLgCOAj6Sut8PGBf85vdZI1fVucAlweOFsYl6P7J0cJ/b023SJkKPQlm4JrjfsqDn3ncCeRd/bqPR2812IlKWt8hao6pvANcFj9cRkfULRvn+yLOrCsZVFTFjn37cYBH77u8rGNceNCqV+6JcVfUe4HfB43G09lYW1oGi5d/P8kNdCMeHdUQktyGviCwBTMwTJpE5wkX4dUQk5qG2rlwf3K8qIrkMk5LNbf8NHu+ebGjLywcwQ4leUlZ7rgOhh//cHuWSOWyhxeYICwM7FcjDopFwD6pqzJt0GQxEno2U+VA/Ehpi5zGKG6RBluvTzbJlynJ9K6Or6r+B84PHq4tIOJdPU1bf73q0nKjqrTTfMNItb9hQ3Rg5kuT9YdUeRGQThnqhng5cniOKcJ4C8N6C2SnyHassjzrWhSK6SIjnO1a2daBK/WXHOuOE/TrNiFMZVeruS6EGuo2RJDP0A2G/BsX6tg90mpE+p+x1lMp1eAXnnzHCTWJzGf4b6x3HKYgbYjuO4zj9zj+C+/mBgwrE8wEaj6y8NDFqqyOxBcyviEivjSH6DlV9icYF/JXp3gJ+mVxA4+T143mNcLKgqrMxhVKa5SmmDP8Yjcqsf+bMz3+A+4LHB6b+Pyn427PkO4YU4u3q8Jxx1IVXg/uYMqod+wNFjkI9PfLsqwXiyR1GVZXGch8HfL5A+v1KOC4CfCJvJCLyDmCD4PFtBT2rV0noPRnM2KzfuI5Gg4Q9RCQ8HjwLn4o8y9UnV0zoVRlgsRa/D+tAofLvc/mhLvw98uyjBeI5EBhbIFxsnD+sQDxVETMiKHIMcDhOjwM+nSeCZHGxirG1lPZcE+4J7tdKPHHl4UPAQiXlB4q1xwNo3NwTa+tlMWLnQ/2GiKzG0D5qJsXqxnCR5S6h0RPXASKSqw0nOp9YW+2n+lSVLHcnjTqFLUVkxyLxjSBiBtczgT91Mc1KxsgRJu9fDrwYPNtXRNasIjMlEI7NFybjeCYSD7F3Bo/3EpHw9IGWiMiCwIfzhEmosjzquMZwQN5TrxIHBKGH5jtU9dHyslUeFesvQ53xEoln48yIyPZ0dsKVUy2V6e5LpjLdxgiTGfqBsF+DnOthIrI4cHA52elbyp5710WHl3f+GSM0xL5DVcOTaR3HcQA3xHYcx3H6n19Fnh0pIpmNB5NF2x9H/vS/hXPVZRKj1IHg8VuAn/U+N33J9yLPfioiub3s9JJEeXxa8HgZ4NddSvL4yLOf5tktLCKr0mjkpMBxBfITerheS0S2TRYm3h787U95Fl0STgfuD569Q0S+mDOeOvBkcL+WiEzIGjjx2vfTgmmfA4TGuh8VkczH84nIJMyrRhF+RKOBztdFZKuC8fUbJ9PovfETIpLZWC9ZcIuNgbUdF1vwQuRZrfv6GKo6EzgpeDw/8PM88YjI+4DQ2ORh8m9cqZKYjNfK82pYBxZPPCoXoS/lhxpxLo3jw2dEZO2sEYjIMsC3CqZ/HI0bGj4sIkW93fWaSzCPK2lCD7tZ+B0wK3h2ZJ5yAL4BVOFNPGzP/dz24DUTaAAAIABJREFUQg/tY8jhVS4xSDuy1BzB+5KNWFnzsCQwOfKnE0rLUYDPh/qK0Bv2pQUXKoeLLPcE8Jfg8XLAt3NG9QUg7K//o6o3F81bBYSynGIbqZsR1oHVREQKpv39yLOTipysN4I4ESuz9LWSqsbaZllUOUaOCHk/8SR6bPB4NPDHvAawNaGMExhC+WUB4OiccXwD27SViyrLo6ZrDCsDX8sZ5peRZ12TSUuiKv1lqDNekBzzykQO/k2pOXJ6TdW6+7KoWrcxImSGPiHs1yD/SbfHAYuXkJd+puy5d5k6+U7IO/8cgogsAGwePI45Q3IcxwHcENtxHMfpc1T1dho9/ywG/EVE2u6uTJSZZ9EoiN+mqheXk8uu8U1swpDmcyLynaKLUiKygYicUtFkqGeo6uU0Hr24BHCRiKxbJE4RWUBEPi4iX+o4g635IRAaGO8vIsfkLXcRGS0iq7T4yYU07haeAJyWxTNKUo/+inkjSHO+qoaeqLLwBxq9iB1EozdsaDTabouqziG+EH60iHw8b3yDiMjbRCQ0GOk2/448i204aSA5BvMCinnRRlVnRdIaBZwnIttmSH8/OlDoq+oDNJb/WOCvIvK2InEmbeWDIhJbuK8VqvoscErweAxwdpZNSkk/chKNu/yfAf5YSiZ7y+2RZ7v1PBflcByN/f/7RSSTB5rkuObQmBvgF708AUREvigi7yoYdlEa+/zpmDF5M8KjSqFgHehz+aFykg1S4SbKsVj/1PYI5mTB9xzsmxdJ/0XgJ2G0wCkiEhpvZEZEdhWRbhmBvomqPgdcGzzeoUA802g0ShgHXCwi67QLn2xQy2s4WBZhe96gjSxbZ/5Jo2H9t7J4/EwWgf4IrNaFfJ2WZfNeMo8+g0Z58bJkjt4u/CQR0eAayJjHkTwf6ifKMIqDEsfxGhAa2QF8WUQ+mCWwiOxC3JC4p8ZyIjK5qJFY0t7CDVB3tdlEHdaBxYBC8zqs7wzb9GrAhVLspBlEZFER+ZqIFPGCW3tUdY6qPhVcz3U52crGyBEm7x9LoxHKlsBZWb51DBFZVkS+V3S+VzDNVRmqv5gFXFQgqlNo3LR5oIhkOmEs2dz59QLpDlJledRxjeFIEdk1Y1rfo3HD+QvAqQXT7gkV6i9jOuPvi3kGbhf/gsCZwFpF8ufUg6p192VRtW5jhMkMdedmINz0+3kRWTlLYBH5Fnaaykin7HWUUubyFcw/Q96GOcRJc2GR/DiOMzJwQ2zHcRxnOPApGidZWwH/FpFNmwVKJuOXAqEycjZwSKk57AKJx4rvRP70LeBSyejNTESWEpFDReRfwG3Y8Vmjy8tpbZkEPBE8WxO4TkQOz7jAI4mR7bHAVEzx09Ud76p6N/DlyJ++CFwiIuHO3AZEZAUR+TxwLy3qenJM4iE0Gj/vBfxTRNZokcZWwJU0GnNOBz7bLo9N8vMEjRsv9gMODJ7dpKq3FkzjNBqV4GOAE0TkbMnoVVhEVhaRz4vINcB/gD2L5KcDLqLx6K/9ROQkaXH8tYjsDFzNvB3eLxVM/xdJPGkWA64QkV+LyJDjK5OFgu1F5EzMM/mg8j+MIytfolHRsxwwICI/FpFMHopE5K3Jgs79wP/RWJ/ryuHA48GzNYD/iEhTbyUishJmJBO2KYCPqWroabv2qOrzNBpbHJQYAxdazKwKVX0YWyANOVpEjk+MlKOIyEcwb7rhO19H7z2db4+NIbeLyBFZFkfgzaOGLwZWDf50Rhvl6TU0GnL8TET2yrLQGGESfSg/1IijaTxufn3gShHZulkgEdkA89Q2eALGjA7SDzdbLoxt4vyNZPRcJCJrJvX3dkz5XsQzdRHODe63TRbD83IE8GDwbGXgFhH5YdguRWSsmMH5JcAxqT9dUyDtTrgquB8FnJlF/q0biWfn0IPOysA/pIVhcDK/HQB2Tx6VNTYPxrMyNo9+d4s8rIWNKTtF4vhkSflpykieD/ULYt6F0/2iUvz0jdtpnJMcLmbMX6T/qwxVvYpG7+2jgFOTxeWxsXDJXOnLmEft8Dd/UdXQ03a32Ru4RkSuSea847MESozKLgVCmbXdZs+w7wc4WUR2EJFc61vJ5sP30zhX3gq4WUQ+JWbI2xIRGSMi7xSR3wCPYMZMub3gOnFqMEZOYgTI+6r6EvBBGj3y7g7cKCIfkmybjhZI5lZ/xDbIfoP8x713wt7B/WXJu+Ui2bQZOxHvVyLyo2Z9Q9IfHA78GdMfQoG5SpXlUbM1hsF2Ox9wTqK7ifb1IrKYiPwWe8eQLyZlWneq0F9eR+Nm9m2x793UKYeIbAFcwTwjuqI6Y6ceVK27L4uqdRuTGAEyQ91J9MKhvmwJTD/QdD1PRFYUc6CUHgNHbN/WhXWUsnTyvZ5/hoTrac9huh7HcZwobSdtjuM4jlN3VPUBEfkUjR5ANwauF5H/YEaJj2ILqCthgvOOxMfCI1T1hi5muUyOAtbBFLVpJmJKk3uxRYg7gOeBmdjxSktgR25tBqzLyDC8HoKqPiHm/XAASBumLgz8APiGiFyJLfo9iXnSWBD7fisCm2Lfr60Hx7JR1f8VkS2B0OPSDlidvw3bjf8g5k1lPqzM18UMbDcn44Y8Vb1KRL6D1bUwrTsTpdWlmNHnaGAVTCH7NszL5JDogI+r6iNZ0m7C74G0R5RFkiv8TSd8AjNaDRca9gH2EZFbgcuB+7BJ91ysXiwFbIDVizVpfP+eoaovJMq7bwV/OgTYO1Ga3oTV68Ux5d7uwIap374BfJ5i3sXnisiHMAV92vPAKOz7fkJEXgaewurNClj7SvM34Gxgm+B5W8+9qvqKiOyJKXuWS/1pPux40y+IyNWYF5jHsP5xLPYtlsfGj81oPC2hL1DV50XkAGzjQnqcWw34l4jcBJyPKXdfx95zO2AX7PjdkONVtagXwzpwMkOPFB6NKdt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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# create plot from analysis result\n", + "\n", + "x = []\n", + "y = []\n", + "\n", + "for key, value in sorted_d.items():\n", + " x.append(key)\n", + " y.append(value)\n", + "\n", + "plt.figure(figsize=(50,50))\n", + "plt.title(\"Phoneme coverage for \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\", fontsize=50)\n", + "plt.xticks(fontsize=50)\n", + "plt.yticks(fontsize=50)\n", + "plt.barh(x,y, align='center', alpha=1.0)\n", + "plt.gca().invert_yaxis()\n", + "plt.ylabel('phoneme', fontsize=50)\n", + "plt.xlabel('occurrences', fontsize=50)\n", + "\n", + "for i, v in enumerate(y):\n", + " plt.text(v + 2, i + .2, str(v), fontsize=20)\n", + " \n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From 7abc736b5fc0b6e4e347606f754b6d409b49076a Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sat, 18 Jul 2020 12:18:16 +0200 Subject: [PATCH 02/19] small import fix --- dataset_analysis/PhonemeCoverage.ipynb | 1316 +----------------------- 1 file changed, 17 insertions(+), 1299 deletions(-) diff --git a/dataset_analysis/PhonemeCoverage.ipynb b/dataset_analysis/PhonemeCoverage.ipynb index ce86943d..1fe9520a 100644 --- a/dataset_analysis/PhonemeCoverage.ipynb +++ b/dataset_analysis/PhonemeCoverage.ipynb @@ -55,12 +55,11 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# import stuff\n", - "sys.path.append(TTS_PATH)\n", "from TTS.utils.text import *\n", "from TTS.datasets.preprocess import load_meta_data\n", "from TTS.utils.io import load_config\n", @@ -74,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -95,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -103,7 +102,7 @@ "output_type": "stream", "text": [ " > Run name: thorsten-de (github.com/thorstenMueller/deep-learning-german-tts)\n", - " > Dataset files: 22442\n", + " > Dataset files: 110\n", " > Phoneme language: de\n", " > Used text cleaner: phoneme_cleaners\n", " > Enable eos bos chars: False\n" @@ -121,1298 +120,17 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - " 0%| | 13/22442 [00:00<27:31, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + " 76%|███████▋ | 84/110 [00:05<00:01, 15.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", "[WARNING] extra phones may appear in the \"de\" phoneset\n", "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 1%| | 193/22442 [00:13<25:19, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 1%| | 211/22442 [00:14<25:51, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 1%| | 227/22442 [00:15<25:31, 14.51it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may 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policy)\n", - " 17%|█▋ | 3903/22442 [04:36<21:23, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 18%|█▊ | 4057/22442 [04:47<21:19, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 18%|█▊ | 4117/22442 [04:51<21:19, 14.32it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 19%|█▊ | 4155/22442 [04:53<21:41, 14.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 19%|█▊ | 4197/22442 [04:56<22:09, 13.73it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 19%|█▉ | 4291/22442 [05:03<21:04, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 19%|█▉ | 4361/22442 [05:08<21:31, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4389/22442 [05:10<21:45, 13.83it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4403/22442 [05:11<21:38, 13.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4405/22442 [05:11<22:12, 13.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4449/22442 [05:14<21:00, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4457/22442 [05:15<20:06, 14.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4463/22442 [05:15<20:32, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|██ | 4489/22442 [05:17<21:11, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|██ | 4495/22442 [05:17<20:55, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|██ | 4549/22442 [05:21<21:39, 13.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██ | 4627/22442 [05:27<20:48, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██ | 4631/22442 [05:27<20:26, 14.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██ | 4653/22442 [05:29<20:24, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██ | 4741/22442 [05:35<21:23, 13.79it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██▏ | 4769/22442 [05:37<21:13, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██▏ | 4809/22442 [05:40<20:49, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 22%|██▏ | 4837/22442 [05:42<20:39, 14.21it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 22%|██▏ | 4849/22442 [05:42<20:49, 14.08it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 22%|██▏ | 4949/22442 [05:49<19:57, 14.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 22%|██▏ | 5021/22442 [05:54<20:08, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 23%|██▎ | 5135/22442 [06:03<20:08, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 23%|██▎ | 5147/22442 [06:03<20:48, 13.85it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 24%|██▎ | 5317/22442 [06:15<19:35, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 24%|██▍ | 5451/22442 [06:25<19:42, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 24%|██▍ | 5465/22442 [06:26<20:31, 13.78it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 25%|██▍ | 5513/22442 [06:29<20:15, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 25%|██▍ | 5579/22442 [06:34<19:36, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 25%|██▌ | 5617/22442 [06:36<19:29, 14.38it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 25%|██▌ | 5625/22442 [06:37<19:44, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 25%|██▌ | 5713/22442 [06:43<19:38, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 26%|██▌ | 5745/22442 [06:45<20:13, 13.76it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 26%|██▌ | 5777/22442 [06:48<19:41, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 26%|██▌ | 5885/22442 [06:55<19:35, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 27%|██▋ | 6063/22442 [07:08<19:23, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 27%|██▋ | 6091/22442 [07:10<19:38, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 27%|██▋ | 6127/22442 [07:12<18:31, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 27%|██▋ | 6147/22442 [07:14<19:09, 14.18it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 27%|██▋ | 6169/22442 [07:15<19:14, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 28%|██▊ | 6261/22442 [07:22<19:18, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 28%|██▊ | 6271/22442 [07:23<18:55, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 29%|██▉ | 6577/22442 [07:44<18:21, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 29%|██▉ | 6603/22442 [07:46<17:57, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 30%|██▉ | 6655/22442 [07:50<18:46, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 30%|██▉ | 6657/22442 [07:50<18:29, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 30%|███ | 6763/22442 [07:57<18:14, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 30%|███ | 6831/22442 [08:02<18:22, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 31%|███ | 6975/22442 [08:12<18:05, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 31%|███ | 6979/22442 [08:12<18:31, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 31%|███ | 6985/22442 [08:13<18:27, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 31%|███▏ | 7015/22442 [08:15<17:58, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 31%|███▏ | 7029/22442 [08:16<17:48, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 31%|███▏ | 7055/22442 [08:18<17:26, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 32%|███▏ | 7099/22442 [08:21<17:41, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 32%|███▏ | 7173/22442 [08:26<17:54, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "[WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 32%|███▏ | 7193/22442 [08:27<18:10, 13.98it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 32%|███▏ | 7243/22442 [08:31<18:16, 13.86it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 33%|███▎ | 7343/22442 [08:38<17:51, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 33%|███▎ | 7407/22442 [08:43<17:26, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 33%|███▎ | 7503/22442 [08:50<17:00, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 34%|███▎ | 7521/22442 [08:51<17:05, 14.55it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 34%|███▎ | 7523/22442 [08:51<17:15, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 34%|███▎ | 7559/22442 [08:53<16:57, 14.63it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 34%|███▍ | 7619/22442 [08:58<17:26, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 34%|███▍ | 7683/22442 [09:02<16:35, 14.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 35%|███▍ | 7767/22442 [09:08<16:54, 14.46it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 35%|███▌ | 7891/22442 [09:17<17:19, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 35%|███▌ | 7895/22442 [09:17<16:53, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 35%|███▌ | 7901/22442 [09:17<17:15, 14.04it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 35%|███▌ | 7917/22442 [09:19<16:50, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▌ | 7971/22442 [09:22<16:11, 14.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▌ | 8039/22442 [09:27<16:49, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▌ | 8063/22442 [09:29<16:53, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▌ | 8119/22442 [09:33<16:32, 14.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▋ | 8141/22442 [09:34<17:01, 13.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▋ | 8163/22442 [09:36<16:55, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 37%|███▋ | 8207/22442 [09:39<16:27, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 37%|███▋ | 8239/22442 [09:41<16:20, 14.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 37%|███▋ | 8307/22442 [09:46<16:28, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 37%|███▋ | 8313/22442 [09:46<16:21, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 37%|███▋ | 8373/22442 [09:50<16:57, 13.83it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 38%|███▊ | 8603/22442 [10:07<16:58, 13.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 38%|███▊ | 8621/22442 [10:08<15:38, 14.73it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 39%|███▊ | 8659/22442 [10:11<15:44, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 39%|███▉ | 8703/22442 [10:14<15:47, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 39%|███▉ | 8745/22442 [10:17<16:21, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 39%|███▉ | 8767/22442 [10:18<16:03, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 39%|███▉ | 8839/22442 [10:23<15:52, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 40%|███▉ | 8883/22442 [10:26<15:24, 14.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 40%|███▉ | 8939/22442 [10:30<15:44, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 40%|████ | 8985/22442 [10:33<15:45, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 40%|████ | 8987/22442 [10:34<15:52, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 40%|████ | 9079/22442 [10:40<15:19, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 41%|████ | 9183/22442 [10:47<15:33, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 42%|████▏ | 9391/22442 [11:02<15:35, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 42%|████▏ | 9437/22442 [11:05<15:07, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 42%|████▏ | 9465/22442 [11:07<15:31, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 43%|████▎ | 9593/22442 [11:16<14:46, 14.50it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 43%|████▎ | 9641/22442 [11:19<15:00, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 43%|████▎ | 9749/22442 [11:27<14:51, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 43%|████▎ | 9757/22442 [11:27<14:43, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 44%|████▍ | 9823/22442 [11:32<14:44, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 45%|████▍ | 10031/22442 [11:47<14:29, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 45%|████▌ | 10101/22442 [11:52<14:37, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 45%|████▌ | 10175/22442 [11:57<14:14, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 45%|████▌ | 10195/22442 [11:58<14:19, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 45%|████▌ | 10201/22442 [11:59<14:12, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 46%|████▌ | 10285/22442 [12:05<14:53, 13.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 46%|████▌ | 10295/22442 [12:05<14:19, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 46%|████▌ | 10307/22442 [12:06<13:54, 14.55it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 46%|████▋ | 10401/22442 [12:13<14:14, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 46%|████▋ | 10421/22442 [12:14<14:02, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 47%|████▋ | 10441/22442 [12:16<14:05, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 47%|████▋ | 10459/22442 [12:17<14:18, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 47%|████▋ | 10551/22442 [12:23<14:07, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 47%|████▋ | 10587/22442 [12:26<14:09, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 48%|████▊ | 10687/22442 [12:33<13:42, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 48%|████▊ | 10727/22442 [12:36<13:36, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 48%|████▊ | 10745/22442 [12:37<13:42, 14.23it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 49%|████▉ | 10941/22442 [12:51<13:37, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 49%|████▉ | 10969/22442 [12:53<13:06, 14.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 49%|████▉ | 11075/22442 [13:00<13:27, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 50%|████▉ | 11109/22442 [13:03<13:52, 13.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 50%|████▉ | 11175/22442 [13:07<13:16, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 50%|████▉ | 11205/22442 [13:09<13:06, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 50%|█████ | 11291/22442 [13:15<12:41, 14.65it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 50%|█████ | 11323/22442 [13:18<13:30, 13.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 51%|█████ | 11397/22442 [13:23<13:09, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 51%|█████▏ | 11507/22442 [13:31<13:05, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 52%|█████▏ | 11625/22442 [13:39<12:28, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 52%|█████▏ | 11653/22442 [13:41<12:42, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 52%|█████▏ | 11777/22442 [13:50<12:05, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 53%|█████▎ | 11959/22442 [14:03<11:54, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 54%|█████▍ | 12137/22442 [14:15<12:00, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 55%|█████▍ | 12307/22442 [14:27<12:30, 13.51it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 55%|█████▌ | 12375/22442 [14:32<11:51, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 55%|█████▌ | 12401/22442 [14:34<11:30, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▌ | 12535/22442 [14:43<11:38, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▌ | 12555/22442 [14:45<11:06, 14.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▌ | 12565/22442 [14:45<11:12, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▌ | 12603/22442 [14:48<11:37, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▋ | 12627/22442 [14:50<11:12, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▋ | 12663/22442 [14:52<11:51, 13.74it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12699/22442 [14:55<11:21, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12703/22442 [14:55<11:20, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12707/22442 [14:56<11:10, 14.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12717/22442 [14:56<11:57, 13.56it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12773/22442 [15:00<10:43, 15.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 57%|█████▋ | 12871/22442 [15:07<11:02, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12883/22442 [15:08<11:13, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 58%|█████▊ | 13037/22442 [15:18<10:47, 14.54it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 58%|█████▊ | 13055/22442 [15:20<10:29, 14.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 59%|█████▊ | 13129/22442 [15:25<11:21, 13.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 59%|█████▉ | 13201/22442 [15:30<10:26, 14.74it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 59%|█████▉ | 13259/22442 [15:34<10:37, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 59%|█████▉ | 13339/22442 [15:40<11:51, 12.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13363/22442 [15:42<10:45, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "[WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13367/22442 [15:42<10:11, 14.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13407/22442 [15:45<12:35, 11.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13423/22442 [15:46<13:03, 11.51it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13449/22442 [15:48<10:56, 13.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13451/22442 [15:49<10:48, 13.86it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|██████ | 13485/22442 [15:51<12:30, 11.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|██████ | 13511/22442 [15:53<11:00, 13.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|██████ | 13535/22442 [15:55<10:23, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 61%|██████ | 13593/22442 [15:59<10:36, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 61%|██████ | 13637/22442 [16:02<10:48, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 61%|██████ | 13685/22442 [16:06<10:10, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 61%|██████ | 13697/22442 [16:06<10:48, 13.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 62%|██████▏ | 13909/22442 [16:21<10:23, 13.68it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 62%|██████▏ | 13983/22442 [16:27<10:30, 13.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 63%|██████▎ | 14171/22442 [16:40<09:32, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 63%|██████▎ | 14173/22442 [16:40<09:37, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 63%|██████▎ | 14187/22442 [16:41<09:54, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 63%|██████▎ | 14201/22442 [16:42<10:34, 13.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▎ | 14257/22442 [16:46<09:42, 14.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▎ | 14273/22442 [16:47<09:37, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▍ | 14339/22442 [16:52<09:47, 13.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▍ | 14365/22442 [16:54<09:00, 14.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▍ | 14449/22442 [17:00<10:09, 13.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▍ | 14463/22442 [17:00<09:13, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▍ | 14473/22442 [17:01<09:15, 14.34it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 65%|██████▍ | 14481/22442 [17:02<09:28, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 65%|██████▍ | 14487/22442 [17:02<09:46, 13.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 65%|██████▍ | 14529/22442 [17:05<09:27, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 65%|██████▌ | 14593/22442 [17:10<09:03, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 66%|██████▌ | 14713/22442 [17:18<08:52, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 66%|██████▋ | 14903/22442 [17:32<08:33, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 66%|██████▋ | 14907/22442 [17:32<08:41, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 66%|██████▋ | 14923/22442 [17:33<08:38, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 67%|██████▋ | 14949/22442 [17:35<08:48, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 67%|██████▋ | 14955/22442 [17:35<08:44, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 67%|██████▋ | 15091/22442 [17:45<08:39, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 67%|██████▋ | 15099/22442 [17:45<08:38, 14.17it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 68%|██████▊ | 15161/22442 [17:50<08:35, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 68%|██████▊ | 15219/22442 [17:54<08:33, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 68%|██████▊ | 15245/22442 [17:56<08:37, 13.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 68%|██████▊ | 15305/22442 [18:00<08:31, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 69%|██████▊ | 15403/22442 [18:07<08:17, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 69%|██████▉ | 15445/22442 [18:09<08:19, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 69%|██████▉ | 15491/22442 [18:13<08:02, 14.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 69%|██████▉ | 15515/22442 [18:14<08:01, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 70%|██████▉ | 15633/22442 [18:22<07:56, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 70%|██████▉ | 15699/22442 [18:27<07:38, 14.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 70%|██████▉ | 15701/22442 [18:27<07:36, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 70%|███████ | 15755/22442 [18:31<07:45, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 70%|███████ | 15795/22442 [18:34<07:57, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 71%|███████ | 15923/22442 [18:43<07:14, 14.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 71%|███████▏ | 16021/22442 [18:50<07:30, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 71%|███████▏ | 16043/22442 [18:51<07:27, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 72%|███████▏ | 16139/22442 [18:58<07:06, 14.76it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 72%|███████▏ | 16207/22442 [19:03<07:05, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 72%|███████▏ | 16263/22442 [19:07<06:57, 14.79it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16281/22442 [19:08<07:07, 14.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16291/22442 [19:09<07:20, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16311/22442 [19:10<07:24, 13.81it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16341/22442 [19:12<07:14, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16351/22442 [19:13<07:17, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16375/22442 [19:15<06:58, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16419/22442 [19:18<06:49, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 74%|███████▎ | 16507/22442 [19:24<07:06, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 74%|███████▎ | 16529/22442 [19:25<06:53, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 74%|███████▍ | 16587/22442 [19:30<06:45, 14.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 74%|███████▍ | 16705/22442 [19:38<06:42, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 75%|███████▍ | 16723/22442 [19:39<06:34, 14.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 75%|███████▍ | 16739/22442 [19:40<06:27, 14.71it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 75%|███████▌ | 16899/22442 [19:52<06:27, 14.32it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 75%|███████▌ | 16937/22442 [19:54<06:25, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▌ | 16963/22442 [19:56<06:33, 13.94it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▌ | 16965/22442 [19:56<06:33, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▌ | 16993/22442 [19:58<06:26, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▌ | 17077/22442 [20:04<06:19, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▌ | 17083/22442 [20:05<06:18, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▋ | 17117/22442 [20:07<06:19, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 77%|███████▋ | 17183/22442 [20:12<06:32, 13.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 77%|███████▋ | 17327/22442 [20:22<06:15, 13.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 77%|███████▋ | 17335/22442 [20:23<06:09, 13.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 78%|███████▊ | 17453/22442 [20:31<05:55, 14.04it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 78%|███████▊ | 17483/22442 [20:33<05:45, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 78%|███████▊ | 17493/22442 [20:34<05:47, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 78%|███████▊ | 17539/22442 [20:37<06:04, 13.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 79%|███████▊ | 17643/22442 [20:45<05:36, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 79%|███████▉ | 17675/22442 [20:47<05:37, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 79%|███████▉ | 17687/22442 [20:48<05:39, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 79%|███████▉ | 17697/22442 [20:49<05:27, 14.47it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 79%|███████▉ | 17729/22442 [20:51<05:21, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 79%|███████▉ | 17747/22442 [20:52<05:36, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 80%|███████▉ | 17871/22442 [21:01<05:24, 14.10it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 80%|████████ | 18023/22442 [21:11<05:06, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 81%|████████ | 18083/22442 [21:16<05:06, 14.23it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 81%|████████ | 18205/22442 [21:24<04:17, 16.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 82%|████████▏ | 18361/22442 [21:36<04:51, 13.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 82%|████████▏ | 18371/22442 [21:36<04:39, 14.54it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 82%|████████▏ | 18395/22442 [21:38<04:50, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 83%|████████▎ | 18521/22442 [21:47<04:35, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 83%|████████▎ | 18551/22442 [21:49<04:34, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 83%|████████▎ | 18561/22442 [21:50<05:08, 12.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 83%|████████▎ | 18675/22442 [21:58<04:35, 13.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 83%|████████▎ | 18691/22442 [21:59<04:21, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▎ | 18761/22442 [22:04<04:10, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▎ | 18781/22442 [22:05<04:18, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18799/22442 [22:07<04:13, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18847/22442 [22:10<04:04, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18875/22442 [22:12<04:09, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18905/22442 [22:14<04:06, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18915/22442 [22:15<04:13, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18919/22442 [22:15<04:06, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 86%|████████▌ | 19253/22442 [22:38<03:30, 15.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 86%|████████▋ | 19371/22442 [22:47<03:35, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 86%|████████▋ | 19411/22442 [22:49<03:25, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 87%|████████▋ | 19425/22442 [22:50<03:42, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 87%|████████▋ | 19473/22442 [22:54<03:26, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 87%|████████▋ | 19489/22442 [22:55<03:32, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 87%|████████▋ | 19503/22442 [22:56<03:32, 13.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 87%|████████▋ | 19599/22442 [23:03<03:24, 13.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 88%|████████▊ | 19675/22442 [23:08<03:23, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 88%|████████▊ | 19747/22442 [23:13<03:41, 12.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 88%|████████▊ | 19749/22442 [23:14<03:34, 12.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 88%|████████▊ | 19857/22442 [23:21<03:00, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 89%|████████▊ | 19875/22442 [23:22<02:56, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 89%|████████▉ | 19951/22442 [23:28<02:53, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 89%|████████▉ | 19981/22442 [23:30<02:51, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 89%|████████▉ | 20073/22442 [23:36<02:46, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 90%|████████▉ | 20119/22442 [23:39<02:44, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 90%|████████▉ | 20149/22442 [23:42<02:47, 13.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 90%|█████████ | 20205/22442 [23:46<02:37, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████ | 20347/22442 [23:56<02:32, 13.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████ | 20425/22442 [24:01<02:24, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████ | 20433/22442 [24:02<02:22, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████ | 20469/22442 [24:04<02:18, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████▏| 20487/22442 [24:06<02:18, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████▏| 20509/22442 [24:07<02:17, 14.10it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20583/22442 [24:12<02:10, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20663/22442 [24:18<02:02, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20681/22442 [24:19<02:00, 14.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20683/22442 [24:19<02:00, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20719/22442 [24:22<02:01, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20731/22442 [24:23<01:57, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 93%|█████████▎| 20775/22442 [24:26<01:58, 14.08it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 93%|█████████▎| 20797/22442 [24:27<01:56, 14.18it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 93%|█████████▎| 20889/22442 [24:34<01:49, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 93%|█████████▎| 20919/22442 [24:36<01:43, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 93%|█████████▎| 20973/22442 [24:40<01:45, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 94%|█████████▎| 21011/22442 [24:43<01:42, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 94%|█████████▎| 21027/22442 [24:44<01:42, 13.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 94%|█████████▍| 21089/22442 [24:48<01:32, 14.60it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 94%|█████████▍| 21153/22442 [24:53<01:34, 13.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 94%|█████████▍| 21155/22442 [24:53<01:34, 13.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 94%|█████████▍| 21177/22442 [24:54<01:28, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 95%|█████████▍| 21249/22442 [24:59<01:24, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 95%|█████████▌| 21337/22442 [25:06<01:15, 14.63it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 96%|█████████▌| 21463/22442 [25:15<01:10, 13.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 96%|█████████▌| 21575/22442 [25:23<00:59, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 96%|█████████▋| 21625/22442 [25:26<00:56, 14.46it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 98%|█████████▊| 21933/22442 [25:48<00:36, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 98%|█████████▊| 21983/22442 [25:52<00:31, 14.47it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 98%|█████████▊| 22055/22442 [25:57<00:28, 13.78it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 98%|█████████▊| 22071/22442 [25:58<00:25, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 99%|█████████▉| 22199/22442 [26:07<00:17, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 99%|█████████▉| 22217/22442 [26:08<00:15, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 99%|█████████▉| 22237/22442 [26:10<00:14, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 99%|█████████▉| 22251/22442 [26:11<00:13, 14.50it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 99%|█████████▉| 22277/22442 [26:12<00:11, 14.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|█████████▉| 22359/22442 [26:18<00:05, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|█████████▉| 22397/22442 [26:21<00:03, 13.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|█████████▉| 22407/22442 [26:22<00:02, 12.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|██████████| 22442/22442 [26:24<00:00, 14.16it/s]\n" + "100%|██████████| 110/110 [00:07<00:00, 15.16it/s]\n" ] } ], @@ -1434,14 +152,14 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Dataset contains 49 different ipa phonemes.\n" + "Dataset contains 39 different ipa phonemes.\n" ] } ], @@ -1462,7 +180,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -1470,11 +188,11 @@ "output_type": "stream", "text": [ "5 rarest phonemes\n", - "ð --> 1 occurrences\n", - "θ --> 2 occurrences\n", - "œ --> 7 occurrences\n", - "ʌ --> 9 occurrences\n", - "ɹ --> 30 occurrences\n" + "y --> 1 occurrences\n", + "ø --> 2 occurrences\n", + "( --> 2 occurrences\n", + ") --> 2 occurrences\n", + "j --> 4 occurrences\n" ] } ], @@ -1488,12 +206,12 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] From 9b76947a53db15a53706ae586dd3314a4f2ebf40 Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sat, 18 Jul 2020 20:32:20 +0200 Subject: [PATCH 03/19] Added phoneme frequency percentage in plot --- dataset_analysis/PhonemeCoverage.ipynb | 31 +++++++++++++++----------- 1 file changed, 18 insertions(+), 13 deletions(-) diff --git a/dataset_analysis/PhonemeCoverage.ipynb b/dataset_analysis/PhonemeCoverage.ipynb index 1fe9520a..60b07f00 100644 --- a/dataset_analysis/PhonemeCoverage.ipynb +++ b/dataset_analysis/PhonemeCoverage.ipynb @@ -55,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -94,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -120,17 +120,17 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - " 76%|███████▋ | 84/110 [00:05<00:01, 15.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + " 76%|███████▋ | 84/110 [00:06<00:01, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", "[WARNING] extra phones may appear in the \"de\" phoneset\n", "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|██████████| 110/110 [00:07<00:00, 15.16it/s]\n" + "100%|██████████| 110/110 [00:07<00:00, 13.77it/s]\n" ] } ], @@ -152,14 +152,15 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Dataset contains 39 different ipa phonemes.\n" + "Dataset contains 39 different ipa phonemes.\n", + "Dataset consists of 2620 phonemes\n" ] } ], @@ -175,12 +176,15 @@ "sorted_d.pop(' ', None)\n", "sorted_d.pop('ˈ', None)\n", "\n", - "print(\"Dataset contains \" + str(len(sorted_d)) + \" different ipa phonemes.\")" + "phonemesSum = len(phonemeString.replace(\" \",\"\"))\n", + "\n", + "print(\"Dataset contains \" + str(len(sorted_d)) + \" different ipa phonemes.\")\n", + "print(\"Dataset consists of \" + str(phonemesSum) + \" phonemes\")" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -206,12 +210,12 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" ] @@ -242,7 +246,8 @@ "plt.xlabel('occurrences', fontsize=50)\n", "\n", "for i, v in enumerate(y):\n", - " plt.text(v + 2, i + .2, str(v), fontsize=20)\n", + " #plt.text(v + 2, i + .2, str(v), fontsize=20)\n", + " plt.text(v + 2, i + .2, str(v) + \" (\" + str(round(100/phonemesSum * v,2)) + \"%)\", fontsize=20)\n", " \n", "plt.show()" ] From 6682c8e0259202e3c7d99fd844259a45913e259b Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sat, 18 Jul 2020 22:07:52 +0200 Subject: [PATCH 04/19] newline output of percentage value in plot --- dataset_analysis/PhonemeCoverage.ipynb | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/dataset_analysis/PhonemeCoverage.ipynb b/dataset_analysis/PhonemeCoverage.ipynb index 60b07f00..66bd5b9e 100644 --- a/dataset_analysis/PhonemeCoverage.ipynb +++ b/dataset_analysis/PhonemeCoverage.ipynb @@ -127,10 +127,10 @@ "name": "stderr", "output_type": "stream", "text": [ - " 76%|███████▋ | 84/110 [00:06<00:01, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + " 75%|███████▌ | 83/110 [00:05<00:01, 15.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", "[WARNING] extra phones may appear in the \"de\" phoneset\n", "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|██████████| 110/110 [00:07<00:00, 13.77it/s]\n" + "100%|██████████| 110/110 [00:07<00:00, 14.99it/s]\n" ] } ], @@ -215,7 +215,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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" ] @@ -246,8 +246,9 @@ "plt.xlabel('occurrences', fontsize=50)\n", "\n", "for i, v in enumerate(y):\n", - " #plt.text(v + 2, i + .2, str(v), fontsize=20)\n", - " plt.text(v + 2, i + .2, str(v) + \" (\" + str(round(100/phonemesSum * v,2)) + \"%)\", fontsize=20)\n", + " plt.text(v + 2, i - .2, str(v), fontsize=20)\n", + " plt.text(v + 2, i + .2, \"(\" + str(round(100/phonemesSum * v,2)) + \"%)\", fontsize=20)\n", + " \n", " \n", "plt.show()" ] From ce5b2d822f3febbe8de253efdd289d3aecae9fe5 Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sun, 2 Aug 2020 18:13:54 +0200 Subject: [PATCH 05/19] Adjusted code to mass refactoring on dev branch --- .../dataset_analysis/PhonemeCoverage.ipynb | 286 ++++++++++++++++++ 1 file changed, 286 insertions(+) create mode 100644 notebooks/dataset_analysis/PhonemeCoverage.ipynb diff --git a/notebooks/dataset_analysis/PhonemeCoverage.ipynb b/notebooks/dataset_analysis/PhonemeCoverage.ipynb new file mode 100644 index 00000000..03a76b12 --- /dev/null +++ b/notebooks/dataset_analysis/PhonemeCoverage.ipynb @@ -0,0 +1,286 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Jupyter Notbook for phoneme coverage analysis\n", + "\n", + "This jupyter notebook checks dataset configured in config.json for phoneme coverage.\n", + "As mentioned here https://github.com/mozilla/TTS/wiki/Dataset#what-makes-a-good-dataset a good phoneme coverage is recommended.\n", + "\n", + "Most parameters will be taken from config.json file in mozilla tts repo so please ensure it's configured correctly for your dataset.\n", + "This notebook used lots of existring code from the TTS repo to ensure future compatibility.\n", + "\n", + "Many thanks to Neil Stoker supporting me on this topic :-).\n", + "\n", + "I provide this notebook without any warrenty but it's hopefully useful for your dataset analysis.\n", + "\n", + "Happy TTS'ing :-)\n", + "\n", + "Thorsten Müller\n", + "\n", + "* https://github.com/thorstenMueller/deep-learning-german-tts\n", + "* https://discourse.mozilla.org/t/contributing-my-german-voice-for-tts/" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# set some vars\n", + "TTS_PATH = \"/home/thorsten/___dev/tts/mozilla/TTS\"\n", + "CONFIG_FILE = \"/home/thorsten/___dev/tts/mozilla/TTS/TTS/tts/configs/config.json\"\n", + "CHARS_TO_REMOVE = \".,:!?'\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/thorsten/___dev/tts/mozilla/TTS\n" + ] + } + ], + "source": [ + "cd $TTS_PATH" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# import stuff\n", + "from TTS.utils.io import load_config\n", + "from TTS.tts.datasets.preprocess import load_meta_data\n", + "from TTS.tts.utils.text import phoneme_to_sequence, sequence_to_phoneme\n", + "from tqdm import tqdm\n", + "from matplotlib import pylab as plt\n", + "\n", + "# extra imports that might not be included in requirements.txt\n", + "import collections\n", + "import operator\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Load config.json properties\n", + "CONFIG = load_config(CONFIG_FILE)\n", + "\n", + "# Load some properties from config.json\n", + "CONFIG_METADATA = load_meta_data(CONFIG.datasets)[0]\n", + "CONFIG_DATASET = CONFIG.datasets[0]\n", + "CONFIG_PHONEME_LANGUAGE = CONFIG.phoneme_language\n", + "CONFIG_TEXT_CLEANER = CONFIG.text_cleaner\n", + "CONFIG_ENABLE_EOS_BOS_CHARS = CONFIG.enable_eos_bos_chars\n", + "\n", + "# Will be printed on generated output graph\n", + "CONFIG_RUN_NAME = CONFIG.run_name\n", + "CONFIG_RUN_DESC = CONFIG.run_description" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " > Run name: thorsten-de (github.com/thorstenMueller/deep-learning-german-tts)\n", + " > Dataset files: 101\n", + " > Phoneme language: de\n", + " > Used text cleaner: phoneme_cleaners\n", + " > Enable eos bos chars: False\n" + ] + } + ], + "source": [ + "# print some debug information on loaded config values\n", + "print(\" > Run name: \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\")\n", + "print(\" > Dataset files: \" + str(len(CONFIG_METADATA)))\n", + "print(\" > Phoneme language: \" + CONFIG_PHONEME_LANGUAGE)\n", + "print(\" > Used text cleaner: \" + CONFIG_TEXT_CLEANER)\n", + "print(\" > Enable eos bos chars: \" + str(CONFIG_ENABLE_EOS_BOS_CHARS))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 77%|███████▋ | 78/101 [00:06<00:01, 13.03it/s][WARNING] 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "100%|██████████| 101/101 [00:07<00:00, 12.87it/s]\n" + ] + } + ], + "source": [ + "# Get phonemes from metadata\n", + "phonemes = []\n", + "\n", + "for phrase in tqdm(CONFIG_METADATA):\n", + " if len(phrase[0]) > 0:\n", + " tmpPhrase = phrase[0].rstrip('\\n')\n", + " for removeChar in CHARS_TO_REMOVE:\n", + " tmpPhrase = tmpPhrase.replace(removeChar,\"\")\n", + " \n", + " seq = phoneme_to_sequence(tmpPhrase, [CONFIG_TEXT_CLEANER], CONFIG_PHONEME_LANGUAGE, CONFIG_ENABLE_EOS_BOS_CHARS)\n", + " text = sequence_to_phoneme(seq)\n", + " text = text.replace(\" \",\"\")\n", + " phonemes.append(text)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dataset contains 39 different ipa phonemes.\n", + "Dataset consists of 2481 phonemes\n" + ] + } + ], + "source": [ + "s = \"\"\n", + "phonemeString = s.join(phonemes)\n", + "\n", + "d = {}\n", + "collections._count_elements(d, phonemeString)\n", + "sorted_d = dict(sorted(d.items(), key=operator.itemgetter(1),reverse=True))\n", + "\n", + "# remove useless keys\n", + "sorted_d.pop(' ', None)\n", + "sorted_d.pop('ˈ', None)\n", + "\n", + "phonemesSum = len(phonemeString.replace(\" \",\"\"))\n", + "\n", + "print(\"Dataset contains \" + str(len(sorted_d)) + \" different ipa phonemes.\")\n", + "print(\"Dataset consists of \" + str(phonemesSum) + \" phonemes\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "5 rarest phonemes\n", + "y --> 1 occurrences\n", + "ø --> 2 occurrences\n", + "( --> 2 occurrences\n", + ") --> 2 occurrences\n", + "j --> 3 occurrences\n" + ] + } + ], + "source": [ + "print(\"5 rarest phonemes\")\n", + "\n", + "rareList = dict(sorted(sorted_d.items(), key=operator.itemgetter(1), reverse=False)[:5])\n", + "for key, value in rareList.items():\n", + " print(key + \" --> \" + str(value) + \" occurrences\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Q31xKkrf88suv4XlVngG//PLLL786vyjXAPvxSFz7N/ntpMhvJyR/25f2Cxjp61lg6w6+wU7YYmpegf5h4L0lfO9Jyd/Wo70RR/qaA3yiw/I/FPPOl/fdnwLelzOtgVg9wyaSF+RIezqwYyT+dbHd6FnjuY8OJqbYjv6zC3w7TcItXmG735fWRurtri/lSOsDwGMF0rgd2C5jGucFYWeRUuoV+D4L0riAeW3GsKMxY9E8fdjg9SA5lf80URZjnj6ytIcJkTiPxhTyRevHo8A7Oqyjn6P9QlH6mga8Owk7Kct7tkl/Kcyood2CUewaoMvKFLpsgI15S7+uQLzTgI8XeJ8wnsnJ863IsAGgJt/0zXxH4h4I60jyfH7gtznT+AcFFihT/dNRZDMyC6+/kVOhTJOFCGxzyHG0NkCLfs/km51Ia2P1dtc1TfI7tYQ6MDHDd1mVHskPtFDmA+8g3/j8GrBnN/u2jO+0E9k2Bg1erwIHtvseOdJfEFs8LDJO3gps0OPvNXjqRjofx5cQ5w/ItiA1eE0FNmvVN2RIdyAIN9DkdxMKtq+2eaq6TVFTA2zMI9wjOd79VeDzvWwLkXcZVvOhjHV0H7JvXFLMCGH+IH4BvkV2GXkucEQJ5fWzIN5fZ+gjilyT8rQ9YDEa56LtrinAmILfYRzwK/L1v4PlcCqwRM70pgTxTE2eL4ydpJD7e2Iblc/psJz+nLGPKnJNyPBdNgQuKRD3HMwwJLMzByrWnTZJf9AAe8/g+TQybsbGjEPTYZ8iaRcMAwNseqwvjMQxuZvhgjjeAdxY4D1fx+amozotGzqYX0bSGIV5aE6H2ypj/hbE9Ejt8pG+BkiMeijBALuX5RFJuw5rDMtgG9mypj03KbMFi753JxclGGDTY/0l8Hlsg3uR/k0xw859Crzn5DCuTts/Fct3WfIYCTMxEm5iqv33TMdDxbr7ktpgJbqNIA+rUg8d4SG01xcPROKcEn6f5PlYrG/K+i6vA/8TiX9F4PIc8TwDbJSzDLYnnz4jvGYD3yXnGNqmPGqts42Ue5Frciq+qSXEN7FJXrs2/2zzjSZE4vlYr8rIL7/86r9rFI7jOI4zlMUiz6bniUBEPoF5kFk8R7ClgItFZOM8aSXpHYTt+l87b1hsR/DZIvLVAmHDfGyB7ahfJ0ew0cCvReSjBdKbT0ROwgy/Vmj3+wjLAWeIyJEFwqbzsQhwGfCeHMEWA85Pl3fy/39jxwZlZQ1gQERi9bYlIrI1Zpy4T96wCfsA14jIGgXDF0JERonIT7DF0k7SXjRjekdiu4pXKpDG+sC/ROR/Mvz298H9fMCHC6Q5yHtp7M/CNBpI6vN52FG8efqwQVbD3vngAmHT+VgH60/ytIc0W2LeTIqyMnCJiBxQJLCIfB/4BebhNCtLAxeISHg0eZH01wKuwRSPowtEsT1wfdKv9x0isgvWnxbJ/9LACSLyi+R4vE7ysR22GDS+k3jqiogsgHlcOjRn0J2BC5PjIPOkNw7zZn0kQ49TzspuwNUislGBsOl8jMbGoE9jRlx5wo7FDME/Bv2pj6iL/JD0lReTb3xeEJN7d+kk7U5I8n0h+fqFccCUZI7RafrLY/3SVyg2Tm4EXCUiu3WalxxsgfXNaQaKRpa04SnA4dgJQllZFbhcRDYvmnad6dc2VQZJmV6GHe2elXHAz0Xke93JVXOG8XyoXT4+jL1znrnv+zEvoINxCKY/+A7ZZWQBvi8in8mRboy9gvu/dhhfx4jIUsCVwB45gx6I9aN501sa8x73SfL1v2Dl8GHgShHpSLYWkYUw4+N9C4RdAhuD3tvmp7VFRPbA5to7Fgg+Gjv5aiA5hr2TfPRUd9qECzHDyUGWJnt7CHUep6rqnFJyVTF1kfd7gYh8DOuXNi0QfH5sbvqXpF8pmofC88smvA0z4h3kSaw82+VjQcxL4iE587E9cEXSP3ZEVeVRozWGJTDj63fkCYaV2XlJGfYVFekvNyGjHNyEJYCzROSwDuIAutL+ey7flUWv56NV6+7LoA66jbrIDMn69kkU0xfH4huD6aAPyRFsfuBUEdk1Fc94rD1ulyOeZYBLRWRCjjCrkU+fETIG+Cbw1+TdO2Ik65fKpsr5p6pOxQzL0+za+EvHcRyj4wHEcRzHGT6IyKrEJ9zTckSzK7ZjfVBh8iLwT+zYumcwY5sJwO6YV8w0CwG/F5EtsirtE+PAkyN/UmxB5e+YJ9c52GTnXdgxNWmFlgBHi4iq6k+zpBthZcyT3qDyag42KbgM8yr+OqbA3AEzVA4VaseIyL8Sgb4tiVHcuZgxVcgT2GLazZh3nNeBJTHl2q4MNXgR4CgReVZVf50l7QinMFQxfCP23R/CdtAvjy1s7cFQY6txwB9EZFMS5Q22mAS24/gyTOn8BPY9J2CLtmG9eQtmLPuprBkWkYlJHkPDm7mY0eJVSf6nYxPflTGF5k4MLbu1MSO6zVX1pazpd8ipwP5N/nY7dnzwA1jZz4eV/XqY8c4m5FBmJorzoyJ/moOVz8VY/R6DKTh2A7YO0hgL/ElE3lDVM1okdwHW16QXSSZhx+wWYVJw/zpmONGUxLhxgPhCxwPYO9+GefqYg9XbLbD3Tud7PuAkEXlaVf9WIO/jMCPwpVLPbsfq7AOYh6xlsaMp358hPsU8af8X89A/DTvq7g3sqPm3JO+xQ5L39Hv8VkRuV9Wbs2ZeRL4AHBH50yyszlyGtesxWNt6N/B2rH8YA/wf5iGvECKyHqbYiy1+XQf8Bzte8wWsfq6ALdDtiikKB1kea9+bquqjRfPTgkcwT6qDLEmjovAu7Ls1C9+AiOyALRrG5nq3JH+binl+XQHr297N0HcH84IyGihqbLM85pkg3c9eh8kEDwMvJ+mvR7Z6nIX0N837PQd5qs3f05yMtZtB7sHa6d1YP7EY1u/uiy1IptkO+CKQSe5Ixv2/Ysekh7yMlet1WP4XxTzov5dGw7QVscXhzVT1gSxpRzgK85Y3yPPYe1+PyXqD4+auWP+T5nBsLA15FKsbdwJPY332uORd1sA2o2xD+4WhO5m3cXA8Q/uB2cnf2/FKsz/USH7YGJN9xib3MzDZ7wqsDszB6v/ONH7vMdgYtb6qvlgg7cKIyDaYd5+xwZ8UW3S+kHly++D4sB3zvt1xxMeXrOkvl6SzauTPt2Meee5gXh1aFqt3u2Hj5SCLYIsib8szPnbA9pFnN3QQ38+A2AarV7EyuAqrRwti3+o92FG6YG3wXMxgrJvMYugYuR5DZZQXaDIOFqQv21RJLI6Vabp/vRmTRR8GZmLz6J2SK5QvviEiz6lqUZm9CMN1PtSKzTHPboPxTsfa6zXMG3vXBfbD5s1p9heRc1X1TKwPTS+iP4zNw27HjhZfHNvIuR+Nhjk/FpELsuos0ojIBsDqqUcvY3P9kPuZZ4y6PI3y06205/mM2RqD1f30htebsZNKHsS+8ZKY/mEfGg3fP5R817OyJJYYhV1GfIPts5iBw21YeS6Flee+mOyWZj3MCHtjVc36riG/wcp5kCewDXL/TdJfFOv/92wMyjHYZqSQe7H2cDdWl2ZiXrYXx+atG2DfMpxzhKTLeA2G9k2vYnWkHU3lfRHZH+tDwo2As7A6eS0mi7yI5X8C1ve9Pfj91sA5IrKDqs7OkKeQnupOm6Gqc0TkVCDtlOJgTF5rioishI2JaWK62b6jRvJ+10mMJ38Y+dOr2Fh6PWa8/DLWB66J6dVDndmewO+ADxbMSifzyxh7B/fnq2qWcH8mPld9Duujb2VeH70+NjYMGiuvi+nHC1NVedRsjeFUhjq2eRTTK92FtbnlMJloLxrllHdiZRhu+KotNdJf3oPV77uYV8dmYfPe8Vh574y1xTezD/xARP5bUPc9SNntv6fyXYn0dD5ate6+RCrVbdRIZtgZO811kJlYGQ4wr/6sjNX7hTPG+ROGjgt3YfPG+zC5dSmsTuzL0P5oNHBysrnkDUxfvVryN8X6vH9h/fsMTNewK4367qWA48nn9CvNU9g69V3YOshLmIfphTBd34bALsn/0+yOzbu/VjBd6B/9UtnrKN3SyXd7/tmO6xmqY4npaB3HcYyqXXD75ZdffvnV+UX8GJSBAvF8MRLPTGChJr+fFPn94FHeczGjoqbHJ2GLerGjvz+YMb9rYAqhMPx/gS1bhFsXM84Ow80CNi/4vdPvcSGwZovwG2ET7zCOE3KU1Xci4R/FjNhGtwg3BvPUGX63mcCmGdIdCMK9nvr/g8A7W4TdDJuQhfn+H4YeCfevNt/vIBqP5HuDjMftYUrJWD5OBsa3Cbs65m09DHtmt9t5kv5XImkrplDZIkP4lYAvYAYJk9v8dtvId1ZMebRWi3DbYJPzMNwLGb7vMZFwbetlJJ5VkjqRjudPGcJNiaR/B7agIS3CLYgpuWYFYZ/PUi9pPJ4r/d0fAt7TIuxoIscjYovH/8CMU5bO+N2WBn5J45GP/83x7dci3q9fRItjCDHF1A2p378WiaNp+FQ8CyVlFoY9H1i3TdjlscWeMOy1dHCEa45vN6nIOwdxLEX8aLuHgV1ahFsZU6LG+pe9MqYdhkvX41uBbVqEXaCO3zOIbyCIK13PnwT2bRF2YeAPkfy8QMZjcrE+JlY+vwEWaxHuIOLHml9LhqNViRzFmSrbOdhiWVRODMsWW5AI5Y9Xkzy2bWOYwvRdwGnA5Rl+PyVIa2qHdaoS+YH4cZbp+ncKsEKb8M9F4jis7HbX5j0WIC4f3AO8rUW4jWg/PkzMkP4obMEjDPsf2hxJjinvf0bj+PggsEgPvt2ZQbov0UIuaRPX9pH3UOCPtJAXknp0f6tyyJj+QBBuIGO4qUG4KR18z0rbVFnvQsGjktu8+2PAbi3Cro0tIsfiWLvbbSHJw7CeD7Woo+l59y9pomfBxsrjIuHvxgxuB+dIrwKfoInuABvz/hOJ58SC5faNIJ4zulXHW8QXtr103b8H2LFF2GWIj+N35Uj/hEj4OcD3aSILY3O9rwblP3idkzHdKZE0033554H5WoRPy3Kr0DiGPAPskTEvC2GGkReQbX4+EKQ10GEdWJ/GY9lnA0cDy7QJG85XB6+fZEh3UiRcL3WnsfQ/nPr7OpE6smKbOI8Iwlwd/P3iMM2C7XRKwbKeXDD9yvSFkXCTuxxuJxr1Zq9h885F24SdyFC5cPD6dJGyoeD8ssVv7gvibyrbtGknczEDtOicnXneMtO6wFBGHqhzeSTh67LGkO7nXge+3Cx9zGj2d5F8K3Bglvcu66Kg3oEK9ZfYCZFXAR8l+3rKwsC3k/JNp/lMszYSiWNyJM8dtX+ql+9y98FUPx+tVHdfYtvbnmp1G3XSEabl+7OAVXK2oylBfDNT33Ya8P4273J3JE+HY/PWwfsbgc1axLMLjXK60mI9IQg/CZvjfwPYKGOY0cCHML1+Os25ZNAt1KE9l9ieJpXZniN1amrBeHo6/2wSR6jLUGCNXpaPX3751T9X5Rnwyy+//PKr84sSDLAxw7twoqHAJS3CxITywQnKARnT3T8S/uKMYf8ZCXs9LQyRUmEXIG6EcVvB7z14nUg2RdfqNE7uXwTGZQi7DY1K2auyvHcqjrcm6aXjuDBDuIEm730nsHyG8G+LTJieTv3/NLIZhMUmPUdkfPcLg3BzgP1zfDvBFClh+k2N/su4sB27MQOAY7PUuSCu0bRWxAhxxckFwNgM8S+JbYQIw5/fJtyGkTC/LPCtYvWj6eaAJMx+kTB/yfK+qTh2ptEI+1cZwk1t0q7ups3CZ4s4M/cHkbAHRvKyc8awf4+EPYMWizapsAsTN/QYvCZkiONXkXBfy/n+kyNx7Ff0e+ZId1KRdw7i+E0kjgfJthFAiC/gZFpMaVFuV9JmwbCu3zOIb6DJ+z0ArJrx+8aU6x/OEHZCpG9R4BsZ8745jWO+Al8u2B4Uk0OaKuCbxPWeSDwHFiyPLPLSlCCtqR3WqUrkB+LK/MHrmxnTfjuN8td9nXyPAt/vW5H830mGTUKYwjxm9Dl4TcwQx9ci4Y4jhyEztlmgozGm4Ld7KEjz6oLxSPLNw3f4Wcbwy2OL2NFyyBjHQBBuIGO4qUG4KR18z0rbVFnvQrcILXMAACAASURBVHkG2IPX48BbMoRfADN2DsM31RuU2BaG/XwoQx39XMb3i8kcg/Pul2mz8SSJYwlMDkzH8SIZjWyCuK4L4mk7fhat4y3iC9ve4HUdsGSG8PM3KdO3Zwi7bSTcG2TXm72HuCzYdANgKuyUJu/9CrBdzm/46Ug82xcsjyyy3ECQ1kAH5T8qUn6vADvkiGMsjXrImbSZa1G97jSW/oeD34Ry1uFt4gwNXD8a/L1fDbAr0xdGwkzOmGbucJhX29Bo7Glgwxzvuhi20Todx7R2bTtWNszrE3PNL5vEv14Q78vA/Bne5flInj6TMc33EZdPMvVbFZdHHdcYZgO7Z0z7R5Hwz+fJfwl1bkqQ/tSM4SrTX3byfTAvtbODND/WQX47av9UKN8l4Yv0wROb5FnpzXy0Ut19GRf10G3UUUf4i4Lfc0qT+J4kw0ZrzMN1aNT/LPPGl8tosbkiFc+HInn4TcZ3WITijgrGY85r0umeljFspe25rIv6GmD3dP7ZJNyekTz8Ty/Lxy+//Oqfq/IM+OWXX3751flFhwbY2PFtzYwamnpUaSKUZ57opuK5Ngg/mzYeLbDF1zDdF4GVcqS7GHGj85aGhk2+t5LRm2Qqnh9H4tgpQ7i/BWEep4W3nBbxxCa0b20TZiAS5nXyKYXD/A9ed2edBGEL/6FHz39nCLdFJN2vFvh289Go5MnkgarohRmnh3kvtGs3Q1q7R9J6mAyKklQcq9G4yWAubZQ22CaKdJhnyWEEncQRLgY+TAujDEzhdXsQ5hZaeAJrEVdo/D0DWLZNmKmR7z0b2KSbdapNnkJvm1m81K1B3DtoZiMN7Ijtl5r0ERPahF2JRk8sxxd8/3Bh/aYefPNJed85CL80jcrOOcDGOeIYgx19Huaj7WJKkzKbTo5xuU7fMxLfQCS+WbTw3hGJI1wMVuDUDOF+Ggl3ds78fyASx8O0WWCh+QLZTwt8w88GcbxGDrmpQHpTgvSmdhBXZfIDzZX5eevA6ZE4Vu/W94+8dyhzz6KNZ68gjuWIe3NX2hhgA+MwA4R0mAsKvstvg3ieJKeckjO9sTSOrX8uGNdOkW93FfmM0DemiYFJxvADQbiBjOGmBuGmdPBNK21TZb0L5RtgT8yR9lKYjB7GsUHZbSBId6TMh5rV0czvSnzcGrwOzhHP1yPh2+osgjhWYmg/NpsM+ouidbxFfGHbUzJ6JU/FsWskju9mCHdWJFxevVmsLK7KEG5Kk3qQybAwiOtnQRz3dlImGdIbCNIb6CCu90e+QW5jL0yPGMoUx7QJM6lJGXRdd9oi/dAA+9Dg7/e0iG/74LevEpwIQh8aYFOxvjCS9uSM6eUOh3nWT4d5A9i6wLu+hUYdTMuNQrGySa7c88sm8Yfe2bN4Ew3nqQqckjPdHzR5r4Gal0fd1hgU+HbOtC+LxJF7jOugzk0J0p6aIUy/6y9/EqR5XcZwpbd/KpTvkrBF+uCJTb5D1+ejVKy7L7EOVqrboJ46wmvJYETfJM4pTeLM5JAnieP4JnFMA5bLEU/4PR7tUZ0KnYbMJpujt8rac8nvP6nM9hypU1MLxtPT+WeTPLw18m2+3et8+OWXX/1xjcJxHMcZsYjIW0TkMMzYapvIT67HBP88vIQdXZeHPwb3Y7Djxlvxmciz76nq41kTVdUXsaP8ssSdha+r6pwcvw/fG2CzVgFEZANgt+DxEao6PUe6g5yGGaqm2btAPKeq6n9z/P7sJs+PUtXXskSgqq9j3sfSvFVEpE3Qrwf39wPHZEkzSH82plxPs6uIzJ83riyIyATMQ3OaacAnu5Ee8TbwFVV9NWsEqvoQtskgjWC7llvx++B+KWyXcSZE5B2YMjHNFFWd2yLYe7DjiNN8PinnvByDedgZZAFMkZuXU1X15gLhyuKU4H7bDGE+ipVxmiNUdUbWRFX1CRrrTVa+iBmqDfIS8T4+C0cF95uIyKoF4+oVh2L1Lc2JqnpL1giSMeyzkT8VHRePyTMu9yGnqeqNWX+sqncCNwWP2437CwCHBI9nAZ/Lmm6S9unYAmea8cBeeeJJeBlbOMvLIsH9iznlpiqpm/wwF/PonIfccmeJ7I15GEpznKrelTUCVX0a+G7B9A/GNqkMMpd4X5eFozBl+yDLE59HlcWqNI6tRfvVj0WefUlVNfI8SjKmhLLacKDf2lTZnK2qA1l/rKrPER8HPlFWhkJG2HwoxhvYMc5Z074eeCTyp3vI14bPijzbNEd4sLlcuh+7vKD+ohv8QlVj36kZ/8TqXZp2stxKNOpZnsFOhsjDMTTqb7YRkbzlAXaCy/EFwoWy3HMF4qiKUJYbUNUz80aS6BF/ETx+b4H89Ep3mpXTMUPqQdYSkbc3+e3Bwf1Zqvpy9Jf9Rd3k/a4gImOBLwSPT1HVa/LGpaoPYqdopSnSHorOL2OE89u/ZggTyi+vY0bRefge5sU6F1WWR03XGB4nv04wNq/rmkxaEv2uvwx1xpuIyLiCcZXZ/gfpunzXBXo1H61ad18WVes26igzfFVV3ygQrhkXq+o/c/y+2ZrvsYk+r2g8K4vIMjnCF+Xv2CbzQcYAWxWMa6Trl8qkDvPPxyLPJvQ6E47j9AdugO04jjN82VxEbmly3SMiz2GLLj8Elo2EfxzzBpN50ppwhqq+lDPMdZFna7cJ867gfibwu5zpAvwZO5ouzQ4iMjpnPPflWbROuIOhCxzQ/r3fF9y/TH4jeSDZym0TyzQTC0SV97vHjEpfxjzudhLPIpgHiSiJEdvuweMpHSgmLgzuFwC2LhhXO96DHZOd5oQCba0tifJ/++DxU8BfCkT3G8xYIE3YdkP+D1vsSDMpR5rhbxXbcd2KsF3dp6qX50hzXmKmsLwseDyxQFRF+rMyCRdOVhSR8W3C7Bjcv0CxejMFU1TlJSzHMzpYCL4K896cZmLBuHpFrG39Km8kSd2/I3i8oYgslzcq7CjF4cxvC4QJZZ612vx+C2Dx4Nl5BQ3bY/WhXZ8c43RVfaVAuFBJupyIhBtmakdN5YdLVfWBnGGKyNtlEduIVKT9TME2IOQlHB8uTQwjc6Oqj2JHFKeZWCSujKwceZbbuCMhHKfvLGLcQfUySjfotzZVNkXa46k0yuxFNh1mZSTNh2JcnNOQBOxEn5Df5zRMeAAzCkqTt54XMYbrFbnqfjL2h5vv2n2PHWmsu6fkMeZP0p5NPL9F6lOuepAilOU2FJHFCsTTU5INHKEBw0kdRPm34H5CAWO3XulOM5HMm8MNF6GhNSKyKI1yVd/P+Woq73eLt2HeS9OU2R62LmA4VnR+OQQRWQGbPw8yh8b8hWHGYydVpTkvp7EYiUORmPFUO6osjzquMZyaOF3Jk/btwNXB4/VFZJUC6feKftdfhjrjMcDmBeMqpf0H9EK+K5tezUer1t2XRWW6jZrKDPep6hUF029GGWu+kF9OjMXT9faYOG8K22BR2W2k65fKpPL5Z+KAIHTUVWcZw3GcCnEDbMdxnOHLQtjRKLFrLWDJFmFvwY6VfbhAukWMFmOTkaZCtIgsjx2rl+YyVQ0NqduiqjOB84LHC2PfKQ+5J7jJpG5q8Ljd5CFcCL4pr2IyIDQ+2SRn+NeAG3KGidWrawp4G54aeRYaqaXZCgiVzv/JmeabJPXtxeBx3u+XlYmRZ6FXk7LYlEYvuucW8VKqqk8C/w4ery0iS7UI8wJwbvB4l6TdtyTxtvH+4PHlGYyswnZ1Vbu02tBpu5oBFFEaNkVE5heRnUTkSyJysoicLyKXi8iNsY06wDmRaJoaYCfKx7DfvCTpY3ORGJbm8v6dLHiHi96dtO+5NPZV3WrfHZNsGgq9MtytqqEhdVZiG2KyeEFPc7+qxjwEDBdmEFeOtiOUeUaLyMItfh/77jFvlFn4K7ZhrV387Qg3mWTl2uBegD/XfGEU6ik/5Ja3EyOC0NirV0rrcNHi7jzerwdJvt1AnjCJwUHYPxYuv4ROx/k8LBp5lstoD0BEVmeoF3BoXOjLRLKw2U9eT7PQb22qTF4BLs4bKPECe0nw+C1d9E41MfJsWM6HmlBkQT027w7zUiSeVnPuISTGmjsEj+tigP1AwQ1toSzXrt2XKcudkTH+dpQlyy2EyXKt9It1IJzvQ2eyQEy/0HVZjpy60wKEBjLvF5GFgmcfBNJeTh+gWP9UN+oo73eLsD3Mxk7ALErYHhYA1s0ZR9E+KWQvhnp2/XeiY2xFzLgqpg/LQpFwVZZH3dYYoFEfnJXYt6/Lpoch1FF/KSKjReTtIvIZETlRRM4TkctE5IYmOuOYzrqd045mlNX+B+mVfFc2XZ+PVq27L4sa6DbqKDMMFE2/Bbnku2S8DTeS3KeqeR0ITI08yzz/TCMiG4jIQSJyrIicIyIXi8i1zRzXARsEURTt10ayfqls6jL/DE/uDj1zO47jALYr0XEcx3EGeQQ7hvTYAsawg4Q74LMQTjCh9eQidsRqXiPgNNfT6DV3U+CmHHEUeW9ofPdWSpLRNCoPN0omh0UJJyqLich8Ocr/4QIL0TGPDvfnjKNZPK3qTWxh8lciUsST4iDh8Xqh8qcswqPtp6lq0TrXjm60r4mpe8GUSK0MPX6PLewNMho4APhJm7TeR+Pkt+UuexFZkcYjo3bpsF2FxuJ568VtZR0Zl3iXPQz7Np0qbVopu9YB5gue5elDQ24m3zFrsfb9TREJj3LNQ+iZt1vtuwzWxhRQaTpttyGbkm9BsZPy7wceLigrNZN5mnn8Ka1PVtVZInIbQ72CrS8i8+dccClUtqp6i4jczNCFhM2Ae0XkDMyo6NI8R5/2iDrKD53Inem+ouvK/GRz1DrB49C7VB5uBHbO8fvNaDSkPFhEihyJPUi4CNPN8SF2lHORNrJh5Fmn4/Q7OwhfN/qmTXWBWzuQO2/CPFOn2Qy4qLMsRRlp86GQsubLZcSTp57vCoxN3d9cwJN3t+i6DichrE+zgVuLJKyqD4vINCC90SFWX1tGQ9w7ehb+ATwJrJB6tgvwoIj8CTMsv7IDfWK3iMly54pI5HFheiHL5dWd5kJVrxCR+5k3D14Y2A/TzwwSesUu6k29btRR3u8WsXe9roP2MDbyLO+7lqU7CE9cyGLMG9M7FZ2r3IKdepHnVM1KyqOmawxzKDg+Eq9Dm5H/tM1eUBv9ZeLs5DBMB5/31LuQQgaSlK877JV8Vza9mI9Wrbsvi6p1G3WUGcpuRzNU9YkC4V5m6NpcL9Z8h5A4YfgscBCNJ1zkpWi/NpL1S2VTl/nnDIaWR7gO5ziOA7gBtuM4zkhlJnaM7HTgXkyxeAXmRbrTo6OKeKGeHVEshsqANLEJaG4veinuzJhGK3K/d0I4MWj13kvRaECyRHKVyZJA1qMW23kSaaBJeeeOh8ZvB62/X+wI97xeWdqR15NZVpYN7v/bpXSgHu3rYuBRhh7lNIn2BtgHBfcvA2e3CROrF8vRueI5Td568UwZiYrIt4AjaPTKUJRWSp/YO07tIK12XstDYuW4egfpx+hW+y6DOrTbkFLqcY0pa9yHfDLPrALHGKa5k6EG2KMwOSKPR5JOyvZTmGeWdL+0APCR5JolItdjHpWuBa7Ie/xzF6ij/NB1uVNEjgL2zBn/Cap6QvBsGYZ6ogO4J2e8ae7O+ftY+a1CucdFdnN8iBlwFDGWrXqcrju9mMvVlbLbYzhvKYuRNh8KKWu+XEY8eep5aAxXF+/XUF67b7e+Epb11A49jN7JUK+leevSK6oaevDKhKrOEJHPYAvd6bF9MUzG+xTwmohcjclx15LNA223ickCeU+9a0fXZbkCutMi/B74fur+4OQZIrIeQ08VmQv8oeT0q6KO8n63CN91PqpvDx3rDkRkEWDH4HF44mWMUL6YQ9zbfFuSPvIRYLUcwaoqjzquMTzSwfiYWSYtaGS+W0FjxBi10F+KyMcwPXvsxKUiFDUULFt32Cv5rmx6tbYYMrVgupBTJyAiFwIr5kzjUFUNN8JWrduoo8xQdjsqKruH9bEXa75vIiLbYrJpWX1q0X6tn3S2taZG88/QCZ3bWDqOE8U7B8dxnOHL5ao6sYJ0e+HpJqYMnN5BfDFhPO8RNr14714p6xfM8duy3nu4fL883y4TySJCONnu5gJm5e1LVeeKyB+Ab6YeryciW6rqdbEwIjKBxuMzT8+wuNyLehEuarTjpU4TFJHjMQVEmbRSdsXqTcxDV1byhu3L9l0ilbfbCB3X45rTK89+Ydl20q6gednmMcAuXLaqeo2I7A78H3GDobGYN5k3PcqIyF2YovVPqtqJoWBR6ti/9KL+jSf/4n94AgTEPcb4+JCdmLfrvHIFVD9O1526eWvtJWXXg6JeopoyEudDEUqpo730TCwi8wG7BY/rZIBdlSzXSV2Cxvo0v4iMy2FU3ZGMrqrniMiHgd8Q9/w1DtgpuQDmJiegnAmcpqqPdpJ+QeooC9R13PkDcBTzNoC9XUTWTE4cCL1f/1NVH+tp7rpHHetIt6jju5ahO9iFod6fb1XVqRnChXLLyx16de+XuUod1xh6JZMWMXCPeRYvSuVtUES+Bvy45DSLbggqW3dY1/G1HVWtqfZSJ7AesGrOMAtHnlX9HpW34Qh1bUe9nHvuAFxA/BS5ohTt1/pJZ1t7ajL/DNtkoQ3NjuMMf0ZVnQHHcRzHKcAikWevdhBfLGwsjaop2wvFSKNfv1/ME8UrXUyvLu1rSuRZ6OE6zSQaPWyenCGdOtaLcEd1LhKFRMz4+nngd9jC6TuACdj7L6iqkr7I57EH4l62Ozl6b2bO39exHHtJXdptmo7qsfMm4XfvpFybhc9VtqraUdmq6sXA2sAPgWczBFkXOBK4S0TOEpG8/VOnjPT+pVN60T+1ot/LL/a+RQx4qh6nnfpStbyQhZE6H+p3JjLUa9jDqlrE62S/UzdZrmMZXVVPw2S5XxE/JjzNKOx4+h8BD4jISSKyTKd5yEm/ywI9Q1UfB/4ZPD4o2VBxQPA8i76lXxhJdaR279rp/DJh7+A+64afXvTRraiqPGpXD+js28cMoeoqa1X67UXk7cSNr18FTsP0yROBNbC8jgNGRfTGpVBS+3eyMVx0AlW/Rx37zxHdjkRkCeB0Go2v52Jy7eHYRq31MWcgCwOjI/3a5T3MtpODGsw/Qz1sp/Ki4zjDFPeA7TiO4/QjMQE7tvMxK7Gw7YT4Koh5wDtdVT/Y85z0J7Hvt66q5j3KvtfEdrDHdv+XRS3al6o+ICJXANulHn9QRL4YHkkpdg7vgUEU96jq1RnyF6sXP1bVwzKErR3JwujRkT/9CDhKVWPvGyOvcVfMW0Qnix15j8CMvdeuqnpRB3noJ2rRbp2uEH73Tsq1Wfiel62qPg8cISLfwjxUvBPr7zemuXcpAfYF3iUi+6nqP3qS2f6VH+pCL/qnVsTK75N9dOxm7CjZvJ5zofpx2qkv/SAvjMj50DBgr+C+Tt6ve8nLDPXCOVxkuceBT4vIVzCDhh2xTb4bMM97csh8wCHAe0TkPap6U08yG5cFFgz1Cs6bnAzsmrr/CHATsGzq2XMMrzY9kuT9GQz16Pi0qvalR8RBRGQMjScunJsxeC/m262oqjzquMbQybePeTytq6xVtf7y2MizKcAXVTXTKR0iUheP/k4+hotOoOr3GEkyQ79wBBAa2N4A7J+c4pIV79tqTFXzTxGZn0Y5I6ardRzHcQNsx3Ecpy+JHeHbyVHHsbDPdxBft4h5iSxigDFS6cvvp6ovi8hshirku7nTvk7t62SGGmAvjnm1+XPwu4mYN+c0v8+YRl/WixZsD6wQPPtfVT08Zzx5v0Gs3nRyJF/esMOtHPNSp3brlEtYtotFf5WdWpVt4u3oH8k1qNTcAng78O7k31BvsShwtohsqqr39iCbI7J/UdVJ2OkSnRJbxO2kHucN2+/l93Dk2coF4ql6nHbKp+hxuCFlt8dMhht5GOHzoX5mz+B+OBlr5uEFhtaBTupSLPxMVa3sCORkg+9fkgsRWRjYGpPhdsHkuvAU1uWBv4nIBqr6XA+y2UwWeKIHafcj52EG1oNj/UrAL4LfnKaqnXib7DZ5x8h+lxfz8CxDjc3q6MkzL9sztG98RFVvzhg2lFsWERFRVS2YlyJzlSrKo451vicyaZnemwtS2bcXkTWAzYPH56tqqxMnY1RdV5xiVKoTUNUJHaSVpmrdRh37z5FOuHnoUeCdqhoz1m9F35RjiTrbvqOC+WdMBxvT1TqO4zR0Po7jOI7TD0yLPFu3g/jWizyLTaSrZhoQKoBXrSIjfcrTkWf98v2eCu437GJadWpfZ9F4vHhMKRw+ewM4JWMa/VwvYrwruH8D+H6BeN6S8/ePRp51Uk83yvn74VaOealTu3XKJSzbsSKyegfxhWU7lxoZganqTFW9UlV/pKo7YArSr9O4eLoQ8N0eZWuk9y+dEpNf1+4gvnVy/r6vyy9ZGAi9/xYxwK56nHbmMTu4L2pIXZYR/FodhI215W55Ahqp86G+REQ2A1ZJPXoBuKKi7FRNWJ9WSzacFSWsT7WqS6r6iqperKqTVXVrbMz9IRB6m14e+FqPstXXskCvSQyr/xQ8XjG4P7lLyVc1Ro6kOhK+61gRCTfx9xt7B/fn5Qgbyi1jgELz7cQr8PicwaoqjzquMYzvYHzspUzaKVX2N6HOGOCoAvHk1Rk79WC46ASqfo+RJDPUHhFZl0Yd2S/zGl8np8oW0bU5FdOD+edKkWcPFYjHcZwRgBtgO47jOP1I7JiYcPd+HraIPLuxg/i6QnI86q3B47VEZLkq8tOHXBt5tl3kWR25OrhfRkQ6MZZoRbfblzZJowFVfRU4I3j8ThF5UxkiIosA+wa/uUhVn8yYv/tpND58m4g0O7aq7qwS3N+nqjHFYDu2yfNjVX2ERsOYrQuki4iMIt4vt6Kf23cZ3EvjZoVhPy6OEErrk0VkLI0LC7fX2Xudqj6nqkdj/Ul4hPDuHRowZWWk9y8dkXjlDI9i3ayDKPOGvQHbaJCm38rvtuC+iAH7jdimrDRFx+nFyG8I78wjNKgvenTzGp1mJGHjDuTeWHvslrwwIudDfcxewf2FyakXI5GwrMcAGxeJSETGA8sGj2sto6vqY6p6BLAzjeNQOI/vFi7L5aeVgfXNqnpLl9KtaowcSXVkOL5rJycuxPrQonOVjYG8MlUl5VHTNYYxwFsLhu2lTNopVbbBUGf8uqreUCCeXDpjpx7UQHdfFlXrNobjONrPhP0awL8LxLMJsECHeXFqQBfmn7E+IpShHMdxADfAdhzHcfqQxJjwweDxDiKS+4igxBgpVNS+QqOhQ134V+TZPj3PRX9yGRAu+u6e7G6uOwORZwd0Ka2baNwdvHcRw4xEcf+O4PE9qprH22q48DcK+Ejqfj9gXPCb32eNXFXnApcEjxfGJuj9yNLBfW7PtkmbCD0IZeGa4H7Lgp563wnkXfS5jUbvNtuJSFneIWuNqr4BXBc8XkdE1i8Y5fsjz64qGFdVxIx8+nFjRey7v69gXHvQqEzui3JV1XuA3wWPx9HaO1lYB4qWfz/LD3UhHB/WEZHcBrwisgQwMU+YROYIF9/XEZGYR9q6cn1wv6qI5DJISja1/Td4vHuykS0vH8AMJHpJWe25DoQe/XN7kEvmsIUWmSMsDOxUIA+LRsI9qKox79FlMBB5NlLmQ/1IaICdxxhukAZZrk83yZYpy/WtjK6q/wbODx6vLiLhXD5NWX2/69Fyoqq30nyjSLe8X0N1Y+RIkveHVXsQkU0Y6nV6OnB5jijCeQrAewtmp8h3rLI86lgXiugiIZ7vWNnWgSr1lx3rjBP26zQjTmVUqbsvhRroNkaSzNAPhP0aFOvbPtBpRvqcstdRKtfhFZx/xgg3h81l+G+odxynIG6A7TiO4/Qr/wju5wcOKhDPB2g8mvLSxJitjsQWLr8iIr02gug7VPUlGhfuV6Z7C/dlcgGNk9aP5zW+yYKqzsYUSWmWp5gS/GM0KrH+mTM//wHuCx4fmPr/pOBvz5LvuFGIt6vDc8ZRF14N7mNKqHbsDxQ58vT0yLOvFogndxhVVRrLfRzw+QLp9yvhuAjwibyRiMg7gA2Cx7cV9KReJaG3ZDAjs37jOhoNEfYQkfAY8Cx8KvIsV59cMaEXZYDFWvw+rAOFyr/P5Ye68PfIs48WiOdAYGyBcLFx/rAC8VRFzHigyHG/4Tg9Dvh0ngiSRcUqxtZS2nNNuCe4XyvxvJWHDwELlZQfKNYeD6BxU0+srZfFiJ0P9RsishpD+6iZFKsbw0WWu4RGz1sHiEiuNpzofGJttZ/qU1Wy3J006hS2FJEdi8Q3gogZWs8E/tTFNCsZI0eYvH858GLwbF8RWbOKzJRAODZfmIzjmUg8wt4ZPN5LRMLTBloiIgsCH84TJqHK8qjjGsMBeU+5ShwPhB6Z71DVR8vLVnlUrL8MdcZLJJ6MMyMi29PZiVZOtVSmuy+ZynQbI0xm6AfCfg1yroeJyOLAweVkp28pe+5dFx1e3vlnjNAA+w5VDU+idRzHAdwA23Ecx+lffhV5dqSIZDYaTBZrfxz50/8WzlWXSYxRB4LHbwF+1vvc9CXfizz7qYjk9qrTSxKl8WnB42WAX3cpyeMjz36aZ3ewiKxKo3GTAscVyE/o0XotEdk2WZB4e/C3P+VZbEk4Hbg/ePYOEfliznjqwJPB/VoiMiFr4MRL308Lpn0OEBrpflREMh/DJyKTMC8aRfgRjYY5XxeRrQrG12+cTKO3xk+ISGYjvWShLTYG1nZcbMELkWe17utjqOpM4KTg8fzAz/PEIyLvA0Ijk4fJv2GlSmIyXitPq2EdWDzxoFyEvpQfasS5NI4PnxGRtbNGICLLAN8qmP5xNG5k+LCIFPVu12suwTyspAk96mbhd8Cs4NmRecoB+AZQhffwsD33c9sLN7FOAgAAIABJREFUPbKPIYcXucQQ7chScwTvSzZgZc3DksDkyJ9OKC1HAT4f6itC79eXFlygHC6y3BPAX4LHywHfzhnVF4Cwv/6Pqt5cNG8VEMpyim2gbkZYB1YTESmY9vcjz04qcpLeCOJErMzS10qqGmubZVHlGDki5P3Ec+ixwePRwB/zGr7WhDJOXAjllwWAo3PG8Q1ss1YuqiyPmq4xrAx8LWeYX0aedU0mLYmq9JehznhBcswrEzn4N6XmyOk1Vevuy6Jq3caIkBn6hLBfg/wn2x4HLF5CXvqZsufeZerkOyHv/HMIIrIAsHnwOOYEyXEcB3ADbMdxHKdPUdXbafT0sxjwFxFpu5syUWKeRaMAfpuqXlxOLrvGN7GJQprPich3ii5GicgGInJKRZOgnqGql9N4xOISwEUism6ROEVkARH5uIh8qeMMtuaHQGhYvL+IHJO33EVktIis0uInF9K4O3gCcFoWTyhJPfor5n0gzfmqGnqeysIfaPQadhCN3q+h0Vi7Lao6h/gC+NEi8vG88Q0iIm8TkdBQpNv8O/IsttGkgeS4ywso5jUbVZ0VSWsUcJ6IbJsh/f3oQJGvqg/QWP5jgb+KyNuKxJm0lQ+KSGzBvlao6rPAKcHjMcDZWTYnJf3ISTTu6n8G+GMpmewtt0ee7dbzXJTDcTT2/+8XkUweZ5JjmUMjboBf9PLEDxH5ooi8q2DYRWns86djRuTNCI8khYJ1oM/lh8pJNkaFmyfHYv1T26OWk4Xec7BvXiT9F4GfhNECp4hIaLSRGRHZVUS6Zfz5Jqr6HHBt8HiHAvFMo9EYYRxwsYis0y58sjEtr8FgWYTteYM2smyd+SeNBvXfyuLhM1n8+SOwWhfydVqWTXvJPPoMGuXFy5I5ervwk0REg2sgYx5H8nyonyjDGA5KHMdrQGhcB/BlEflglsAisgtxA+KeGsmJyOSixmFJews3Pt3VZvN0WAcWAwrN67C+M2zTqwEXSrGTZRCRRUXkayJSxOtt7VHVOar6VHA91+VkKxsjR5i8fyyNxidbAmdl+dYxRGRZEfle0flewTRXZaj+YhZwUYGoTqFxs+aBIpLpRLFkU+fXC6Q7SJXlUcc1hiNFZNeMaX2Pxo3mLwCnFky7J1Sov4zpjL8v5gm4XfwLAmcCaxXJn1MPqtbdl0XVuo0RJjPUnZuBcLPv50Vk5SyBReRb2OkpI52y11FKmctXMP8MeRvmCCfNhUXy4zjOyMANsB3HcZx+5lM0Tq62Av4tIps2C5RMwi8FQiXkbOCQUnPYBRIPFd+J/OlbwKWS0XuZiCwlIoeKyL+A27BjskaXl9PaMgl4Ini2JnCdiByecWFHEuPaY4GpmMKnqzvcVfVu4MuRP30RuEREwp24DYjICiLyeeBeWtT15DjEQ2g0et4L+KeIrNEija2AK2k04pwOfLZdHpvk5wkaN1zsBxwYPLtJVW8tmMZpNCq/xwAniMjZktGLsIisLCKfF5FrgP8AexbJTwdcROMRX/uJyEnS4phrEdkZuJp5O7pfKpj+L5J40iwGXCEivxaRIcdUJgsE24vImZgn8kGlfxhHVr5Eo4JnOWBARH4sIpk8EonIW5OFnPuB/6OxPteVw4HHg2drAP8RkabeSURkJcw4JmxTAB9T1dCzdu1R1edpNLI4KDECLrSIWRWq+jC2MBpytIgcnxgnRxGRj2Dec8N3vo7eezbfHhtDbheRI7IsisCbRwpfDKwa/OmMNkrTa2g04PiZiOyVZYExwiT6UH6oEUfTeKz8+sCVIrJ1s0AisgHmmW3wxIsZHaQfbrJcGNu8+RvJ6KlIRNZM6u/tmNK9iCfqIpwb3G+bLILn5QjgweDZysAtIvLDsF2KyFgxQ/NLgGNSf7qmQNqdcFVwPwo4M4v8WzcST86hx5yVgX9IC4PgZH47AOyePCprbB6MZ2VsHv3uFnlYCxtTdorE8cmS8tOUkTwf6hfEvAmn+0Wl+Gkbt9M4JzlczIi/SP9XGap6FY3e2kcBpyaLymNj4ZK50pcxD9rhb/6iqqFn7W6zN3CNiFyTzHnHZwmUGJNdCoQya7tNnmHfD3CyiOwgIrnWtZJNh++nca68FXCziHxKzIC3JSIyRkTeKSK/AR7BjJhye7114tRgjJzECJD3VfUl4IM0euDdHbhRRD4k2TYbLZDMrf6IbYz9BvmPde+EvYP7y5J3y0WyWTN2At6vRORHzfqGpD84HPgzpj+EAnOVKsujZmsMg+12PuCcRHcT7etFZDER+S32jiFfTMq07lShv7yOxk3s22Lfu6kzDhHZAriCecZzRXXGTj2oWndfFlXrNiYxAmSGupPohUN92RKYfqDpep6IrCjmOCk9Bo7Yvq0L6yhl6eR7Pf8MCdfTnsN0PY7jOFHaTtocx3Ecp66o6gMi8ikaPX5uDFwvIv/BjBEfxRZOV8IE5h2Jj4FHqOoNXcxymRwFrIMpaNNMxJQl92KLD3cAzwMzsWOUlsCO1toMWJeRYXA9BFV9Qszb4QCQNkhdGPgB8A0RuRJb7HsS85yxIPb9VgQ2xb5fW4+NZaOq/ysiWwKhh6UdsDp/G7b7/kHMe8p8WJmvixnWbk7GDXiqepWIfAera2FadybKqksxY8/RwCqYIvZtmFfJIdEBH1fVR7Kk3YTfA2kPKIskV/ibTvgEZqwaLjDsA+wjIrcClwP3YZPtuVi9WArYAKsXa9L4/j1DVV9IlHbfCv50CLB3oiy9CavXi2NKvd2BDVO/fQP4PMW8ic8VkQ9hivm0p4FR2Pf9hIi8DDyF1ZsVsPaV5m/A2cA2wfO2nnpV9RUR2RNT8iyX+tN82DGmXxCRqzGvL49h/eNY7Fssj40fm9F4OkJfoKrPi8gB2IaF9Di3GvAvEbkJOB9T6r6Oved2wC7YMbshx6tqUa+FdeBkhh4dPBpTsv9MRB4DXqSxXp2gqnU8rvan2MaxUPH3KeBDInIecD12lOiiWF+2D9YnhbwIfCjx/l8F62NeHL8vIlMxbyW3Ynmfji08D77DO7AFwbBffY423mpU9UkRuYihHjaWwxTzs0TkUeBVGj1+HRqTB/tZfqgDqvq6iByEfb+0Edk6wFUichVm0PwoNr6uhB0bOpF58uob2OLIjwqkP0fMW9NVSZqDCPBR4GARuQEbvx7CxodRWPktA2yEld+EvGmXxGmY999BOW4c1nfnMr5T1VdF5AOYMXp6EWV+4DDgMBGZjo3TC2JjY+jt5VfANCBtOB8urJTNX7EyWTL1bCtM/n0ZW/hsMLZS1Y27nK+ifAur3+m52FbAPSJyDraJ71msf1kVM3hO94X3YeN5Gd6xTsSMElfEZLeLRORG5skLs7D2uCM2BsUWy45Q1XCDRVcY4fOhfmB3htbr61Q1dix0W1R1dmJE9qnU44WwOcpJyTj+MhFvuapa1Oi7m3wZk2s2SD0bg8kznxSRv2BGa88yT2+zD0PnVIM8Chza1dy2Zqvk+rmI3APcghmRTWOeF9nFMS+ZO2AyUMh9mAFQU1T1WhG5k6HHw6+FtbsZiTz/WiTobskm7jC+25O56jkMnSstCxyPyaaXY6dOPIPJzAsl7zIekwM2oXEh3ymXysbIkSTvq+olIvI5Gk+pWR0zTvmZ2AkVN2Jt+xVMBzeoR9oM059UuSEmPHEhNMDKjKpOEfNknXaiIJhn60OSuncr8/ro9YF9sXIf5ALsG21fIP0qy6MuawzXYvPz3TD91DGYDu9szChsOtZfb4GVfcwg7DxV/UOH+egJVegvVfWNRLY9OfjT7sDU5Ftfw7w+djymi9+SobLtZ2hcj3P6hKp192VRtW5jJMkMfcB3gQ8wVFexFrbJ8iJs7vAYJv+vgI1v72RofTgZG3Nzj+HDiNLWUcrWydOj+WeEfYL7P+f0oO04zgjDDbAdx3GcvkZVT012TJ7I0HFtFLa4lcVTgwKHqepPu5DFrqCqmihKHsB2e4cLvGvhR8I1RVVvEPO2eDaN32kh4N3JVUcOxIzUYt7fNkquUlDV74qI0OgNZT7M6GeXDNHMBg5S1TM6zM5fMYO7ZkqpmZhxUmFUdZaYJ+jjgYMjP3kr/eEJ+XuYImm74PlSmCK1FYoZOQwUTVxVHxKR7THlVuixFuLG84MMYIs+seO4M3khUNWpiXeWMzHFTJqxmCJt2CrTVPWyRAF8BkMVwGDKp6YnRAT8L/CFMvNWAcdjfeb6wXPBjKRiXtRq6cEuWSDZC/M2s3vw58UwD1MHZIjqCcwo5f6Ss1iUCckVHgnYiunAPqr6VIbffhVr72FbGIsp1mMs3CyyPpcfKkdVrxaRfbHvlzbCFsxwpt2Rt58F7uog/RcSLyinAu8J/jyaeQr92qGqj4nIZQz1PLwvOQ2wk7huEDuO/B+Y4UTI4skV48/YJq3JwfOuegpKDPi/BEyJ/HkRYO1upl82SRkcRaOMvSB2/G2rI3CfxAwhsvT5WZiOeRW6jHl95WbJlYUfqOqxJeUlKyN1PtQPhMZwnW7k+y626BnKZ6NpviFmySbPK0VVZ4jIjpiB3pbBn5cFPp4xqruAXRIvZXVg7eT6QI4wjwHvVdWY8XTIZ7HNpaFh34LENxpCo7fwN1HV80VkJ0ymDuvV4lgdDuux00OqHiNHkryvqr8WkWewjS2hjmY5rF3nads9Q0SWoLwTFwb5INZH7xg8Xxr4WJuwdwMfoYBsPkhV5VGzNYYDMGPFQdl+PHHv5DEuIa5LrC1V6C9V9ffJXPB/gj8thNXhj7SJ4vvJepwbYPcxVevuy6Jq3cZIkhnqjKreKyKfxTyIpxmFGQDv1hhqCJdi62HhKSwjjbLXUUrVyafo9vwTePNExlDX6GOf4zgtyXVUm+M4juPUEVU9GVOw31sg+KPA+1T16La/rBmqOldVv4lNIG/tMLoXgZMwDxojAlW9HfOacRydH+F9Pbbzv+sk5f4VTMk1tWg02O7gLOkdhSllGzxIZeBO4F2q+qcCYcN8zKK1gfVfy1iEVtXXVfUQzKteeIxdXp6h0XtN10l2Ye+JLRzlYTqwn6r+poQ8PIgZqx9PNs8RMzGPuO9W1VdoVJoqjcdFt0r/UcwA/btY/9YJd2EL9H2Dql6IvX+RUx2eAz6pqp9T1W57NO0qiVLt3ZgnzL4neZ+9sU0WuY82xk4F2UZVO5UZipLFYLodVwLbquoVWX6sqndinsNLMzjvV/mhLqjqBZjx86M5gs0ADlHVX5eQ/gvAHtgGk6c7jO5hOj99Iw/h++8pIlkWJxpQ1euxRZWs49tLmPHD/on3/HCc7vox34k3u0PJIQ/UmUTG/jaNHn9acRPWjz9Qcl6ux4z7H88R7DXsiPfY0e9dZaTOh+qOiCxAo4FBRwbYyWarHTGPn32Pqk7DPHKdgJ34kSs4Nh/etkJP6mXIcucDW6vqHVl+rKqXYhv1Oh2z03FegW1K/SOdeWpUbPPKv8vIlzOPqsfIkSTvq+rZ2OkQefVHIXOSOG7rOFPZ2J2hjlhuiHm+z4OqzsDmCaF34HZcCWyXzDM6oqryqMsaQ6LX3Q4zws7DycAeSRn2FRXpLw8Cfpcz7teBzyb1xBkGVK27L4uqdRsjSWaoM6p6ImZEPStn0JMxRyUzy89Vf1H2OkpJOvmezz9T7B/c36yq15WQH8dxhjFugO04juMMC1T1Ymyi/XHsOMpWiyiKLeB9GVhLVc/pfg67h6pepHa89h7YUapZjVAfBH4LvA9YQVU/qqqdKgn6ClV9SVU/i3nP+h5wM9kUTjMwzxqHA+up6paq+veuZTSCqp6O7az/OHA52ZQLt2HH16+tqsfnSOvPwBrYEYg303oRbA62+HAosJGqXp41nQy0MnIq1QAqMZJYC/Ou9HeyKxDvBH6JLVqspKpfKzNfWVHVFzEj7A/RfsHlGeAnWL04q8w8qOpnmFd3BoCHsPbzOrbz/B/YbvhVVfWbiaE9NO6en57XGFhVZ6nqtzBPHocBV5PN0GE2No58B9hCVddT1VPzpF0HVPUmzLve4HGM7RSJd2JHz66ukaPj+hVVfVxVd8Y8ef4Iq3NTsQ0HeQ1fKkdV31DVIzGPf7+kveHZK5jx046qumuFBjuo6iew8fbTwFlkN/Sbkfx+D1V9R6LAzZPu1diRyrthm2KuxIzoXiHj0aKROPtWfqgDidy+HrZ418oQewbwB2DDZMNlWemrqv4CK79PYcZTWWTguZhxz9HYSROrqerPyspXBs7FxtFBFqHRc1lmVPVJVf0gsAE25l2Nlccs7NtPxRYqPgWMV9Wfq+qgDBiO0z3xxKqqvwNWwowGTsXa3jMU25RSOYmB2ZbY2NRqTLof8wK7lao+3KW8XIvNp39Aa8Pkl7B2uYGq/rwbecnKCJ0P1Zl3MtS71f15x+wYqnoXZtSwPfBzrM9+DKuLPTvmvCxU9TVV/STW955M+0Xl54H/AzZT1Q+VYeBXFFXdBRu/v4IZ9j2bMeiLWL+xvaruqap5NnugqudjY/Z+mMHYddh3ix1bnTXOJ1X1AEym/jnZT9h4GXv3L2BywI5J/+mUTNVj5EiS91X1XlXdAzPE+y1D5c1WPIfN0z6O6b/2UNUizlGKUPaJC8CbffQhmKzfru7diY312ycbbEqhyvKowxqDqj6DeTf/GK375jlYGe2gqof0o/H1IL3WX6rqTFU9FNsY/Z82P38RO3l2fVU9LkOenD6iat19WVSt2xhJMkOdUXPasClmjD+7xU9nYfVhu2T8GPHG14OUvY7SqU6+qvmniIzB9I5pjskTh+M4IxOZJ184juM4zvBBRBYHtsaO6FsGO650GuY15/pEmTcsSY5I3hA7xmep5BqFLRRNx44UvEtVp1eWyRqTHGO5OXYM8FLAopiHt5ex40zvAR5U1Vot9orIQthxhStgx2Mugi1ITscWpO5U1edKSms5bBF8Wax9vYG1r6eAaxLj32FFMuneBFOGL4UdbT0XqxcvAPcBd6t5gKgdIjIe2AbrExfFlKhPwP+zd+9xWpZ1/sA/N8cY3BAUYhQRjyk/NQldlESRXJNY3XzRptvaCykyNRUtKrSNTF2lNVsi26UNz7kHD7hbJrqIYKkZiXnaDQ8kKniE1FUsBbx/fzwwOTDqjczMw+H9fr3m9WKu676v63sPM8/zzPV85rrzP0keKDeyXwqKorgzydC3NP2iLMuDW2Hc7ql97zam9v+4dWpfi1dSC3A9nOTRsraL+GZl9bUfkNq190ntdm9LU7vu35S1XXfYBBVF8cHUQnO9U/u+Xp7aY/KTSea95c2RjU5RFI2pvdEzILXH1e7502Pr0tQeoxaUtV1pNmqb6uuHelv9unW/1EKUjak9Nv0+tdt4/6q93kgviqLr6jq2T+3/r2dqby6s+V58JMnD7zVI0FqKojgtyffe0jS/LMv96lDH4tS+VmtcVZblu92umndQFEWP1MIma74HV6b2hyr3rg6gtmctHVJ73bt3aq8di9R+j34yyR0b6xuUfh+qr6IofpRaEG2Ni8raTuW8g9XPgx9K7fVQn9R+P/m/1L6fHk9tV9eN9q40q3/P3CW113Jbp/ZabkVq1/B8kgdTC+NvtNewxuqf6w+n9vixTWq3wF6e2rUsSe21yRMb2+/OW4KN5TlyS3q9v/pne5/86efhfamFZf4vtdcDC9Y3zNKKtXVN7fX5W+8Es3dZ24W0tefaJrW1qe1S+1r8MbVQ3/yyle9I8i511OX/oy3fYyiKYm5qf1y1xu1lWQ5v4bhdUwuC9Uvtupem9vP/y9Z6Xbcxas/1y9XPfx9J7ft869Q2cHgutQD8bzaF9RjaX1ut3be3tlrb2JJeM2yMVj+GDk2yc2rrzWVqa42PppYP2Cjfw+Pdtcfvn0VRHJ3aH6KtsSS1P77d7N4zBFqXADYAALDRWL3w/2RqIbw1BDgA2OIVRdEttSDpdm9pPrgsy1+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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# create plot from analysis result\n", + "\n", + "x = []\n", + "y = []\n", + "\n", + "for key, value in sorted_d.items():\n", + " x.append(key)\n", + " y.append(value)\n", + "\n", + "plt.figure(figsize=(50,50))\n", + "plt.title(\"Phoneme coverage for \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\", fontsize=50)\n", + "plt.xticks(fontsize=50)\n", + "plt.yticks(fontsize=50)\n", + "plt.barh(x,y, align='center', alpha=1.0)\n", + "plt.gca().invert_yaxis()\n", + "plt.ylabel('phoneme', fontsize=50)\n", + "plt.xlabel('occurrences', fontsize=50)\n", + "\n", + "for i, v in enumerate(y):\n", + " plt.text(v + 2, i - .2, str(v), fontsize=20)\n", + " plt.text(v + 2, i + .2, \"(\" + str(round(100/phonemesSum * v,2)) + \"%)\", fontsize=20)\n", + " \n", + " \n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From 0905fde5bd25cc80c5ff17f0e074fe39a889c625 Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sun, 2 Aug 2020 18:18:55 +0200 Subject: [PATCH 06/19] Remove old target folder --- dataset_analysis/PhonemeCoverage.ipynb | 285 ------------------------- 1 file changed, 285 deletions(-) delete mode 100644 dataset_analysis/PhonemeCoverage.ipynb diff --git a/dataset_analysis/PhonemeCoverage.ipynb b/dataset_analysis/PhonemeCoverage.ipynb deleted file mode 100644 index 66bd5b9e..00000000 --- a/dataset_analysis/PhonemeCoverage.ipynb +++ /dev/null @@ -1,285 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Jupyter Notbook for phoneme coverage analysis\n", - "\n", - "This jupyter notebook checks dataset configured in config.json for phoneme coverage.\n", - "As mentioned here https://github.com/mozilla/TTS/wiki/Dataset#what-makes-a-good-dataset a good phoneme coverage is recommended.\n", - "\n", - "Most parameters will be taken from config.json file in mozilla tts repo so please ensure it's configured correctly for your dataset.\n", - "This notebook used lots of existring code from the TTS repo to ensure future compatibility.\n", - "\n", - "This analysis logic is based on feedback and code snipplets from the amazing Neil Stoker (https://discourse.mozilla.org/u/nmstoker/summary), so all honor to him.\n", - "\n", - "I provide this notebook without any warrenty but it's hopefully useful for your dataset analysis.\n", - "\n", - "Happy TTS'ing :-)\n", - "\n", - "Thorsten Müller\n", - "\n", - "* https://github.com/thorstenMueller/deep-learning-german-tts\n", - "* https://discourse.mozilla.org/t/contributing-my-german-voice-for-tts/" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# set some vars\n", - "TTS_PATH = \"/home/thorsten/___dev/tts/thorstenMueller\"\n", - "CONFIG_FILE = \"/home/thorsten/___dev/tts/thorstenMueller/TTS/config.json\"\n", - "CHARS_TO_REMOVE = \".,:!?'\"" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/home/thorsten/___dev/tts/thorstenMueller\n" - ] - } - ], - "source": [ - "cd $TTS_PATH" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# import stuff\n", - "from TTS.utils.text import *\n", - "from TTS.datasets.preprocess import load_meta_data\n", - "from TTS.utils.io import load_config\n", - "from tqdm import tqdm\n", - "from matplotlib import pylab as plt\n", - "\n", - "# extra imports not included in requirements.txt\n", - "import collections\n", - "import operator\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Load config.json properties\n", - "CONFIG = load_config(CONFIG_FILE)\n", - "\n", - "# Load some properties from config.json\n", - "CONFIG_METADATA = load_meta_data(CONFIG.datasets)[0]\n", - "CONFIG_DATASET = CONFIG.datasets[0]\n", - "CONFIG_PHONEME_LANGUAGE = CONFIG.phoneme_language\n", - "CONFIG_TEXT_CLEANER = CONFIG.text_cleaner\n", - "CONFIG_ENABLE_EOS_BOS_CHARS = CONFIG.enable_eos_bos_chars\n", - "\n", - "# Will be printed on generated output graph\n", - "CONFIG_RUN_NAME = CONFIG.run_name\n", - "CONFIG_RUN_DESC = CONFIG.run_description" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " > Run name: thorsten-de (github.com/thorstenMueller/deep-learning-german-tts)\n", - " > Dataset files: 110\n", - " > Phoneme language: de\n", - " > Used text cleaner: phoneme_cleaners\n", - " > Enable eos bos chars: False\n" - ] - } - ], - "source": [ - "# print some debug information on loaded config values\n", - "print(\" > Run name: \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\")\n", - "print(\" > Dataset files: \" + str(len(CONFIG_METADATA)))\n", - "print(\" > Phoneme language: \" + CONFIG_PHONEME_LANGUAGE)\n", - "print(\" > Used text cleaner: \" + CONFIG_TEXT_CLEANER)\n", - "print(\" > Enable eos bos chars: \" + str(CONFIG_ENABLE_EOS_BOS_CHARS))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 75%|███████▌ | 83/110 [00:05<00:01, 15.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|██████████| 110/110 [00:07<00:00, 14.99it/s]\n" - ] - } - ], - "source": [ - "# Get phonemes from metadata\n", - "phonemes = []\n", - "\n", - "for phrase in tqdm(CONFIG_METADATA):\n", - " if len(phrase[0]) > 0:\n", - " tmpPhrase = phrase[0].rstrip('\\n')\n", - " for removeChar in CHARS_TO_REMOVE:\n", - " tmpPhrase = tmpPhrase.replace(removeChar,\"\")\n", - " \n", - " seq = phoneme_to_sequence(tmpPhrase, [CONFIG_TEXT_CLEANER], CONFIG_PHONEME_LANGUAGE, CONFIG_ENABLE_EOS_BOS_CHARS)\n", - " text = sequence_to_phoneme(seq)\n", - " text = text.replace(\" \",\"\")\n", - " phonemes.append(text)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Dataset contains 39 different ipa phonemes.\n", - "Dataset consists of 2620 phonemes\n" - ] - } - ], - "source": [ - "s = \"\"\n", - "phonemeString = s.join(phonemes)\n", - "\n", - "d = {}\n", - "collections._count_elements(d, phonemeString)\n", - "sorted_d = dict(sorted(d.items(), key=operator.itemgetter(1),reverse=True))\n", - "\n", - "# remove useless keys\n", - "sorted_d.pop(' ', None)\n", - "sorted_d.pop('ˈ', None)\n", - "\n", - "phonemesSum = len(phonemeString.replace(\" \",\"\"))\n", - "\n", - "print(\"Dataset contains \" + str(len(sorted_d)) + \" different ipa phonemes.\")\n", - "print(\"Dataset consists of \" + str(phonemesSum) + \" phonemes\")" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5 rarest phonemes\n", - "y --> 1 occurrences\n", - "ø --> 2 occurrences\n", - "( --> 2 occurrences\n", - ") --> 2 occurrences\n", - "j --> 4 occurrences\n" - ] - } - ], - "source": [ - "print(\"5 rarest phonemes\")\n", - "\n", - "rareList = dict(sorted(sorted_d.items(), key=operator.itemgetter(1), reverse=False)[:5])\n", - "for key, value in rareList.items():\n", - " print(key + \" --> \" + str(value) + \" occurrences\")" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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+BVySmU8O01uSJEmSJEnScHr9gVKSJEmSJEmSVBMR20TERZSA6ivpHb6GspPt+4CbI+Kj1a7Bw/TdMCJOp4Sc30P/8DWUwPQrgK8Avx2w32soIc+vAS+jf/gaYAFwLHBVRLxvkH5TRUT8CXAdJezbFL4edL51IuJbwHeB/WkOX7eZZ+uIOBe4nBLU7RW+BlgPOAy4MiK+WYWmx60Kr18HfKTPGmYDbwFuiIiDxtFvRkR8FLgN+BRl9/B+n6HpwB7Ap4HbI2K3Afq9ICIuAS4CXkPv8DWUHbj/GPhFRJxS7RTfWkTsS7mfX6Rd+BoggB2Bt1F+D+0zSE9JkiRJkiRJ42cAW5IkSZIkSZJaiojdgcsouw8PajZwAnB2RMwcsO/OwJWUoOeMIXoDrNuy17SI+CxlZ91th+wFJQC8WomID1DC6m3C5m3mmw1cTAnyjmeePSk7Oh865BSHAT+qdk8fzzoOpeyqvckAw9YGzouIlw7Rb17V7wRg2AD5DFq+n9X1XQbsPUSf6cA7gB9GxIYt+x0CfA/Yaoh+kiRJkiRJklahYf9QL0mSJEmSJEnPKBGxI7CI5h2vbwLOBW4GlgLPBhbSvEP2YcAs4JCWfXcDLqUEuOuWApcAPwLuBh6iBFU3A3YHXgzMa9Onwz8CR3Q59nPKjru/BJYAawAbAM+l7Ey8K2V33tXRAcDxHa8fo9zbRcBdwApgc+BF9N/1fKW/ozwHK90JXABcS3m/1qOEb1/ZbYKI2K8aUw/tPwUsprz3twEPAGsBWwB7Afvx9E1YdgQuiIiFmbms5fo77QZ8hvKeAzwM/AD4N8r9ebLq/TJg39rYGcDfR8TzM3Npm2YRMYcSht6+4fAT1bFFlHt6P+XzsRHlGfx9YOuW17Wy3xuB0xm7cc3jlBD95cAdwIOULzPMp9zjPWvn7wmcExH7ZeaKHv02Bs4A6jtmP0H5vK98X1e+V+tTdhx/HuW9WND22iRJkiRJkiSNngFsSZIkSZIkSeqj2rH6nxkbvL0PODYzz+wybi7wBcrO1Z0OjohjM/NLffrOA77N2PD1MuAk4EuZ+XCP8dOBfYC3AK/t1as6//00h68XAcdl5pV9xm8GHA68p1+vKeg4/ic8fg7w3sz8ddOJETGrxXyb8z/38hHgQ8ApmflEw7kfaZozIjalPHed4esEvgp8otv6gBMjYlvgVGD/jvoOlFD4G1qsv+6vO9ZxBvChzLyr4bzPRMS+lHs4p6O+BXAM8Ll+jSJiGvBPjA1fJ2X9J2TmnX3m2AU4surZr9/OwJd5evh6BfB54HOZuaTL0I9HxK7A31OC3yu9BPgk5T3v5p2ULy90uhA4psf72rnmrYFXA2/vd64kSZIkSZKk0YvMXNVrkCRJkiRJkqQpLSI+DJxYK98H7JOZ17QYfyLw4Vr5MeA5mfmbHuPOAl5XK98BHJiZ1/Zd+NPnmp+Zt/U4/nzgamB67dAXgT/PzKcG6DUd2LRHgHk+cGut/ObMPKNtj465FlF2fF5pcWbu3WfM3pTdrZv8TWYeO8Q6zgDe1HBoOeX9unSIOf8VeGlHaQVwVGae3XL8NEpY+ujaod0z86oe4/an7HTe5EOZ+Vcteu9FucedO6LfkJk7tBj7buDkWvlR4I2Z+c1+42tzrQ9My8z7uxyfTtmRfMeO8kPAwZm5uGWPmcB3efrO348BW2fmb7uM+SmwS0fpv4DdMvPxNj075glgVmY+Msg4SZIkSZIkSeNT/6/0JEmSJEmSJEkdImIN4N0Nh/64TfgaIDP/grK7baeZwLt69N2Bspt0p0cZInxdreG2Pqd8mLHh669n5nsHCV9XvZ5ss4vvFHQF8L4Rz3n8kOHrPXh6+BrKLuStwtcA1fv2VuDG+poGXU/lG23C11XvxcC5tfKCiNiq17iIWBP4YMOhdw4avq7W8WC38HXltTw9fA0l6N0qfF31eAw4jPKljJVmAu/tMWyb2uuvDRq+rnqn4WtJkiRJkiRp8hnAliRJkiRJkqTeXgNsUqt9NzO/M+A87waerNWOqQLeTT7A2L/hfmKY8HU/1Y7Ur62V7wHeMepeU9wHMrP+Ho3HL4G/HXJsPYR8A/ClQSepQr0n1coH9XjuunmyYU39nNlQ273PmCOBzWu1CzLz9AF7t3Vc7fUPMrMeHO+rCnnXd+1+VY8h69Re3ztoT0mSJEmSJEmrjgFsSZIkSZIkSeqtvgsxwCmDTpKZvwQuqpXnAbt1GXJI7fVDwKmD9m3pIMbufv3lzFw6Qf2mopuG2am6j9MzMwcdFBFrAwc2zDXQTuQdLqi9XhtYOOAc32+xi3rdFQ21BX3GvLKh9pkB+7YSEdsCu9TKXxnHlPX7vG1EbNbl3Ptqr/9gHH0lSZIkSZIkTTID2JIkSZIkSZLU256118uBC4ec6xst5icingdsVCv//8x8cMi+/ezdUPvHCeo1VS2agDkvGXLcHkB9h+r/GHYRmXkP5bnttOuA0yweou9vgMdq5fW7nR8RAbykVv7VBATjV9qroTb0fQZubah1u8+X116/MSLeVt0DSZIkSZIkSVPcjFW9AEmSJEmSJEmaqiJiNrB9rfzTzHxyyCmvbKg17YC9R0NtPMHQfur97snMmyaw31R01YjnS+DqIceOCeUDfxcRj49jPTNrrzcccPywz8ODwMYdr7sGsCm7Y29Qq03kc990n88fRwa6aWC3+3w6Zef5laYBXwbeFRFnAP9S7ZovSZIkSZIkaQoygC1JkiRJkiRJ3c1jbKjyunHMdz3wFE//3wmbAprPaqhdO46+/Wxcez2Rvaaqu0c830OZ+fCQYzdvqO04nsU0mDfg+fcN2eeJ2uv6zt6dJvu5b7rPLxhxj273+dvA+cDBtfpOwOeBz0fErygB9Curf38yji9/SJIkSZIkSRqhaf1PkSRJkiRJkqRnrLkNtQeGnSwznwKW1sr1HX+71e4ftm8vEbEuY0OxE9Jriqu/L6tyvkHD0cNYa8Dz60HqiTBpz31lld3nzEzg9cDZPcZuCbwB+AJwOXB/RJwTEYdFxJojX6kkSZIkSZKk1gxgS5IkSZIkSVJ36zbUlo9zzvr4ph7rNdQeGmffbiaz11S2YgrN1xT8fyaY7Gdxld7nzFyema8HXgFcCmSfIesCrwa+CdwcEW+d4CVKkiRJkiRJ6mLGql6AJEmSJEmSJE1hyxpqs8c5Z318U4+m3ZPXGWffbiazl9p5pKG2XWbePOkrmVyT/Sw23ec1MnPUYfyeMvNC4MKImA8cDOwF7Als0mPYFsBpEXEQ8NrMnIwdyiVJkiRJkiRV3AFbkiRJkiRJkrq7v6E2Z9jJImIaY3f5va/h1HsbahOyW29mLgPq4c3VaQfmNVb1AibAkobaBpO+isk3ac99ZUrd58y8LTP/b2YenpmbAvOBo4DTgN90GXYo8DeTtERJkiRJkiRJFQPYkiRJkiRJktTdEiBrtR3HMd8Cxv5dtikEeldDbedx9O2n3m+nCewFYwPfMHyQet54FjJF/a6httWkr2LyTfZzP6Xvc2benpn/lJnHZObmwL7ADxpOPSYiFkzy8iRJkiRJkqRnNAPYkiRJkiRJktRFZj4M3FAr7xIR04ec8vcaaj9pqP2oobbnkD3bqPfbKCK2n8B+Sxtq9Z3B+4qINYAtx7+cKefyhtpLJn0Vk+8mxn4h4cUT2G+1us+ZeUlmvhT4au3QNOBVq2BJkiRJkiRJ0jOWAWxJkiRJkiRJ6u2y2ut1gJcPOdfhLeYnM69j7O68h0TE+kP27WdRQ+3oCeoF8BDwZK22zRDzLATWGv9yppwfAk/VaodExIxVsZjJkpkJXForbxkRe01Qy+831F49Qb1G6XjGPh8TuVO4JEmSJEmSpBoD2JIkSZIkSZLU20UNtbcPOklEbM3Y4PYS4KouQ86rvV4HeOegfVs6H1hRq70tIgbelbqNKmh7Y628cIipjhnBcqaczLyfsUHkrYAjVsFyJtu5DbXjJqjXtcCttdqLI2LK7oINkJn3APfVyhP15QxJkiRJkiRJDQxgS5IkSZIkSVJv5wK/rdUOjohXDDjPyUB9B+P/l5lPdDn/c4zdJfpjEbHTgH37ysxfA1+vlTcCTh11rw4/qb1+YURs33ZwROwOvGG0S5pSPtVQ+0JEzJ/kdUy2s4Dba7UDI+LNo25UfRHgxIZDX42IOaPuNyoRsRZQX989q2ItkiRJkiRJ0jOVAWxJkiRJkiRJ6qEKSJ/ccOhrEfHcNnNExAnAQbXyo8ApPfrezNhQ9CzguxHx/DZ9a2uY3+eUk4B6GPyIiPhCRMSAvaZHxBZ9TvteQ+1zLeffEvgGsMYg61qdZObFwCW18jzgwohYMMycETErIt4REceOe4ETJDNXAJ9uOHRKRBw26HwRsX5EzO1xyj8AN9Vqz6F8zjYZtF9Hzw9GROMXBCJiQUR8JCI2HGZ+yk749S9z/GzIuSRJkiRJkiQNwQC2JEmSJEmSJPX3eeDqWm1DYFFEvK7boIiYExFfAT7acPiDmXlnn75/CtxSq20O/EcV8Fy71+AqCL1PRJzJ2JDp02Tm9cCfNxx6L3BxRLywz1qJiE2qcO+NwJ/0Of3bwP212iERcVqv64qIVwP/CWxTlR7tt67V2BuBu2q1BcAV1fu/Xr8JotgzIr5I2Vn6FGDr0S91pE4D/qVWmwV8IyJObROMjoidIuIzwK+A53U7rwp8Hw4srx3aA7gqIt4eEbNa9JsREQdExGlVz78CntXl9HWBTwK/joivRcQftewxMyI+WM3daQVwdr/xkiRJkiRJkkanvkOCJEmSJEmSJKkmMx+PiCOAK4B1Og5tBJwVEX8JnAfcDCyjBC9fBLySErasu4DmXbXrfR+IiNcAl9bmWY8SwvxwRFxMCSTfDTwErA9sCuwK7AlsPMB1nhwRC4Gjaof2Aa6MiGuA71NC4UsoO1DPBXYEXlj9tNr4IzMfjYhPAF+sHXorcFBEfIsSel9W9dgBOJASQF7pLGATYK+217g6ycw7IuJQ4IdAZyh95fv/0Yj4N+AySlD7fmAtYA6wGbAbsDuwwWSue7wyMyPiTZTneoeOQwG8HXhLRFwGLALupFz3bMrncWfg94HtBuj3s4g4CvgWML3j0LOBU4FPR8Ri4HLK52xp1W8usCXlPu9G82e9l1nA0dXPwxFxNeWZvwl4gPLsz6Q84y8AXl5dY92JLb7MIUmSJEmSJGmEDGBLkiRJkiRJUguZeV1E7EMJT9dDzTsAx7ec6tvAkZmZLfteHRF7At8BtqodXg94VfUzKm8Cfkfzbtg7Vz+jcjJwCLBfrb4J8J4+Yy8F3gJ8b4TrmXIy8/KI2AM4B9i2dng2JZT78klf2ATLzAer5/4cYO/a4TWrWr0+nn7nRcT+lJ2k65/vucCh1c9EWRt4cfUziH8GPjX65UiSJEmSJEnqpdVOJJIkSZIkSZIkyMwfA3sAPxhi+HLg48DhmfnogH2vBRYCZwJPDdEbys69bXo9lZnvB14P3DZkrwTuadOLEsA+f8D5zwRelpmPDLG21U5mXkPZXfwU4LFxTncFq0loPTPvAw4APknZ3X0Yj1B2rG7TbxFlJ+uvA08O2Q/K8/9D4N+7HF/O8Nez0jLgOMqXOVaMcy5JkiRJkiRJAzKALUmSJEmSJEkDyMxbMvOllGDodyhhyl5uAf4PsG1mnlCFjofpe3dmHg08HzgN+HWLYQ9Sdtx+A7DFgP3OBrYH3gYsBh5vMewa4CRgQWb+bcs+j2TmIcDrqvFdT6UEWg/MzKMHDbGv7jLzwcx8FzAf+DRwNe3C+I9QvjBwPLBDZr4oMy+asIWOWGY+kZkfA7YGTgR+3mLY48AlwJ8Bm1UB9rb9fpOZRwILgC8B17ccupTy++BPgfmZuV/1hY2mHtcB84CXUX43XAE80bLPL4CPAdtl5mfb7qQvSZIkSZIkabTCv81JkiRJkiRJ0vAiYk3gRZSA80bAbOBeyg7QP8/MGyew9w7AjsCG1U9Sdsa9kxIcvTEzx7OTb2ev2ZTr3KTqtS4lfP4AcDPwi8y8dwR9tqDsMr4xMAd4GLgV+M/M/O145//fJCLmUnbG3pgS6F2Pcr9WPgM3ALeO6hmYKiLi2cDulM/bRsAalB2l76Fc83Wj3B296rdr1Wse5TO+nBK6voPyWfvVeMLQETET2A54DrAp5fO1Zkef24CfZeaSoS9EkiRJkiRJ0sgYwJYkSZIkSZIkSZIkSZIkSZKklqat6gVIkiRJkiRJkiRJkiRJkiRJ0urCALYkSZIkSZIkSZIkSZIkSZIktWQAW5IkSZIkSZIkSZIkSZIkSZJaMoAtSZIkSZIkSZIkSZIkSZIkSS0ZwJYkSZIkSZIkSZIkSZIkSZKklgxgS5IkSZIkSZIkSZIkSZIkSVJLBrAlSZIkSZIkSZIkSZIkSZIkqSUD2JIkSZIkSZIkSZIkSZIkSZLUkgFsSZIkSZIkSZIkSZIkSZIkSWrJALYkSZIkSZIkSZIkSZIkSZIktWQAW5IkSZIkSZIkSZIkSZIkSZJaMoAtSZIkSZIkSZIkSZIkSZIkSS0ZwJYkSZIkSZIkSZIkSZIkSZKklgxgS5IkSZIkSZIkSZIkSZIkSVJL/w0ULFPR1v7/JAAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# create plot from analysis result\n", - "\n", - "x = []\n", - "y = []\n", - "\n", - "for key, value in sorted_d.items():\n", - " x.append(key)\n", - " y.append(value)\n", - "\n", - "plt.figure(figsize=(50,50))\n", - "plt.title(\"Phoneme coverage for \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\", fontsize=50)\n", - "plt.xticks(fontsize=50)\n", - "plt.yticks(fontsize=50)\n", - "plt.barh(x,y, align='center', alpha=1.0)\n", - "plt.gca().invert_yaxis()\n", - "plt.ylabel('phoneme', fontsize=50)\n", - "plt.xlabel('occurrences', fontsize=50)\n", - "\n", - "for i, v in enumerate(y):\n", - " plt.text(v + 2, i - .2, str(v), fontsize=20)\n", - " plt.text(v + 2, i + .2, \"(\" + str(round(100/phonemesSum * v,2)) + \"%)\", fontsize=20)\n", - " \n", - " \n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.9" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} From a4ac0abdc25651db8c05c069a84996b474838713 Mon Sep 17 00:00:00 2001 From: erogol Date: Mon, 3 Aug 2020 12:03:12 +0200 Subject: [PATCH 07/19] update imports in notebook --- .../dataset_analysis/PhonemeCoverage.ipynb | 147 ++++++------------ 1 file changed, 46 insertions(+), 101 deletions(-) diff --git a/notebooks/dataset_analysis/PhonemeCoverage.ipynb b/notebooks/dataset_analysis/PhonemeCoverage.ipynb index 03a76b12..ef93144e 100644 --- a/notebooks/dataset_analysis/PhonemeCoverage.ipynb +++ b/notebooks/dataset_analysis/PhonemeCoverage.ipynb @@ -2,7 +2,9 @@ "cells": [ { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "Collapsed": "false" + }, "source": [ "# Jupyter Notbook for phoneme coverage analysis\n", "\n", @@ -26,37 +28,24 @@ }, { "cell_type": "code", - "execution_count": 1, - "metadata": {}, + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, "outputs": [], "source": [ "# set some vars\n", - "TTS_PATH = \"/home/thorsten/___dev/tts/mozilla/TTS\"\n", - "CONFIG_FILE = \"/home/thorsten/___dev/tts/mozilla/TTS/TTS/tts/configs/config.json\"\n", + "# TTS_PATH = \"/home/thorsten/___dev/tts/mozilla/TTS\"\n", + "CONFIG_FILE = \"/home/erogol/Projects//TTS/TTS/tts/configs/config.json\"\n", "CHARS_TO_REMOVE = \".,:!?'\"" ] }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/home/thorsten/___dev/tts/mozilla/TTS\n" - ] - } - ], - "source": [ - "cd $TTS_PATH" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, "outputs": [], "source": [ "# import stuff\n", @@ -74,8 +63,10 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, "outputs": [], "source": [ "# Load config.json properties\n", @@ -95,21 +86,11 @@ }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " > Run name: thorsten-de (github.com/thorstenMueller/deep-learning-german-tts)\n", - " > Dataset files: 101\n", - " > Phoneme language: de\n", - " > Used text cleaner: phoneme_cleaners\n", - " > Enable eos bos chars: False\n" - ] - } - ], + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, + "outputs": [], "source": [ "# print some debug information on loaded config values\n", "print(\" > Run name: \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\")\n", @@ -121,20 +102,11 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 77%|███████▋ | 78/101 [00:06<00:01, 13.03it/s][WARNING] 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|██████████| 101/101 [00:07<00:00, 12.87it/s]\n" - ] - } - ], + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, + "outputs": [], "source": [ "# Get phonemes from metadata\n", "phonemes = []\n", @@ -153,18 +125,11 @@ }, { "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Dataset contains 39 different ipa phonemes.\n", - "Dataset consists of 2481 phonemes\n" - ] - } - ], + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, + "outputs": [], "source": [ "s = \"\"\n", "phonemeString = s.join(phonemes)\n", @@ -185,22 +150,11 @@ }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5 rarest phonemes\n", - "y --> 1 occurrences\n", - "ø --> 2 occurrences\n", - "( --> 2 occurrences\n", - ") --> 2 occurrences\n", - "j --> 3 occurrences\n" - ] - } - ], + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, + "outputs": [], "source": [ "print(\"5 rarest phonemes\")\n", "\n", @@ -211,22 +165,11 @@ }, { "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, + "outputs": [], "source": [ "# create plot from analysis result\n", "\n", @@ -257,7 +200,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "Collapsed": "false" + }, "outputs": [], "source": [] } @@ -278,7 +223,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.9" + "version": "3.7.4" } }, "nbformat": 4, From 06090b5594b81cb02f354e4afdff185043eaf7a3 Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sat, 18 Jul 2020 12:05:56 +0200 Subject: [PATCH 08/19] added jupyter notebook for phoneme coverage analysis --- dataset_analysis/PhonemeCoverage.ipynb | 1561 ++++++++++++++++++++++++ 1 file changed, 1561 insertions(+) create mode 100644 dataset_analysis/PhonemeCoverage.ipynb diff --git a/dataset_analysis/PhonemeCoverage.ipynb b/dataset_analysis/PhonemeCoverage.ipynb new file mode 100644 index 00000000..ce86943d --- /dev/null +++ b/dataset_analysis/PhonemeCoverage.ipynb @@ -0,0 +1,1561 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Jupyter Notbook for phoneme coverage analysis\n", + "\n", + "This jupyter notebook checks dataset configured in config.json for phoneme coverage.\n", + "As mentioned here https://github.com/mozilla/TTS/wiki/Dataset#what-makes-a-good-dataset a good phoneme coverage is recommended.\n", + "\n", + "Most parameters will be taken from config.json file in mozilla tts repo so please ensure it's configured correctly for your dataset.\n", + "This notebook used lots of existring code from the TTS repo to ensure future compatibility.\n", + "\n", + "This analysis logic is based on feedback and code snipplets from the amazing Neil Stoker (https://discourse.mozilla.org/u/nmstoker/summary), so all honor to him.\n", + "\n", + "I provide this notebook without any warrenty but it's hopefully useful for your dataset analysis.\n", + "\n", + "Happy TTS'ing :-)\n", + "\n", + "Thorsten Müller\n", + "\n", + "* https://github.com/thorstenMueller/deep-learning-german-tts\n", + "* https://discourse.mozilla.org/t/contributing-my-german-voice-for-tts/" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# set some vars\n", + "TTS_PATH = \"/home/thorsten/___dev/tts/thorstenMueller\"\n", + "CONFIG_FILE = \"/home/thorsten/___dev/tts/thorstenMueller/TTS/config.json\"\n", + "CHARS_TO_REMOVE = \".,:!?'\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/thorsten/___dev/tts/thorstenMueller\n" + ] + } + ], + "source": [ + "cd $TTS_PATH" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# import stuff\n", + "sys.path.append(TTS_PATH)\n", + "from TTS.utils.text import *\n", + "from TTS.datasets.preprocess import load_meta_data\n", + "from TTS.utils.io import load_config\n", + "from tqdm import tqdm\n", + "from matplotlib import pylab as plt\n", + "\n", + "# extra imports not included in requirements.txt\n", + "import collections\n", + "import operator\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Load config.json properties\n", + "CONFIG = load_config(CONFIG_FILE)\n", + "\n", + "# Load some properties from config.json\n", + "CONFIG_METADATA = load_meta_data(CONFIG.datasets)[0]\n", + "CONFIG_DATASET = CONFIG.datasets[0]\n", + "CONFIG_PHONEME_LANGUAGE = CONFIG.phoneme_language\n", + "CONFIG_TEXT_CLEANER = CONFIG.text_cleaner\n", + "CONFIG_ENABLE_EOS_BOS_CHARS = CONFIG.enable_eos_bos_chars\n", + "\n", + "# Will be printed on generated output graph\n", + "CONFIG_RUN_NAME = CONFIG.run_name\n", + "CONFIG_RUN_DESC = CONFIG.run_description" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " > Run name: thorsten-de (github.com/thorstenMueller/deep-learning-german-tts)\n", + " > Dataset files: 22442\n", + " > Phoneme language: de\n", + " > Used text cleaner: phoneme_cleaners\n", + " > Enable eos bos chars: False\n" + ] + } + ], + "source": [ + "# print some debug information on loaded config values\n", + "print(\" > Run name: \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\")\n", + "print(\" > Dataset files: \" + str(len(CONFIG_METADATA)))\n", + "print(\" > Phoneme language: \" + CONFIG_PHONEME_LANGUAGE)\n", + "print(\" > Used text cleaner: \" + CONFIG_TEXT_CLEANER)\n", + "print(\" > Enable eos bos chars: \" + str(CONFIG_ENABLE_EOS_BOS_CHARS))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 0%| | 13/22442 [00:00<27:31, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 1%| | 193/22442 [00:13<25:19, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 1%| | 211/22442 [00:14<25:51, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 1%| | 227/22442 [00:15<25:31, 14.51it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 1%| | 253/22442 [00:17<26:38, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 1%|▏ | 327/22442 [00:22<25:27, 14.47it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 2%|▏ | 409/22442 [00:28<25:46, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 2%|▏ | 493/22442 [00:34<25:52, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 2%|▏ | 519/22442 [00:36<25:11, 14.50it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 2%|▏ | 547/22442 [00:38<25:30, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 3%|▎ | 699/22442 [00:49<24:21, 14.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 3%|▎ | 751/22442 [00:52<25:43, 14.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 4%|▍ | 873/22442 [01:01<24:10, 14.87it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 4%|▍ | 977/22442 [01:08<24:57, 14.34it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 4%|▍ | 981/22442 [01:09<25:23, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 5%|▍ | 1021/22442 [01:11<24:57, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 5%|▍ | 1039/22442 [01:13<25:33, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 5%|▌ | 1197/22442 [01:24<24:26, 14.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 6%|▌ | 1271/22442 [01:29<25:00, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 6%|▌ | 1345/22442 [01:34<24:18, 14.47it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 6%|▌ | 1359/22442 [01:35<25:06, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 6%|▋ | 1433/22442 [01:40<25:18, 13.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 7%|▋ | 1473/22442 [01:43<24:40, 14.17it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 7%|▋ | 1639/22442 [01:55<24:24, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 7%|▋ | 1655/22442 [01:56<24:52, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 7%|▋ | 1675/22442 [01:58<24:42, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 8%|▊ | 1739/22442 [02:03<25:04, 13.76it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 8%|▊ | 1749/22442 [02:03<24:18, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 8%|▊ | 1795/22442 [02:06<24:35, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 8%|▊ | 1803/22442 [02:07<25:50, 13.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 8%|▊ | 1879/22442 [02:12<24:32, 13.97it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 9%|▉ | 2085/22442 [02:27<23:20, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 9%|▉ | 2089/22442 [02:27<24:01, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 10%|▉ | 2187/22442 [02:34<23:36, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 10%|▉ | 2195/22442 [02:35<23:26, 14.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 10%|▉ | 2227/22442 [02:37<24:30, 13.75it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 10%|█ | 2281/22442 [02:41<24:23, 13.78it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 11%|█ | 2523/22442 [02:58<23:18, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 11%|█▏ | 2525/22442 [02:58<23:57, 13.86it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 11%|█▏ | 2537/22442 [02:59<23:31, 14.10it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 11%|█▏ | 2561/22442 [03:01<23:53, 13.87it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 12%|█▏ | 2617/22442 [03:04<23:12, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 12%|█▏ | 2681/22442 [03:09<23:33, 13.98it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 12%|█▏ | 2709/22442 [03:11<23:56, 13.74it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 12%|█▏ | 2751/22442 [03:14<23:51, 13.75it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 12%|█▏ | 2775/22442 [03:16<23:28, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 13%|█▎ | 2857/22442 [03:22<23:37, 13.81it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 13%|█▎ | 2935/22442 [03:27<22:47, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 13%|█▎ | 2943/22442 [03:28<23:13, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 13%|█▎ | 2991/22442 [03:31<24:20, 13.32it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 13%|█▎ | 2999/22442 [03:32<23:38, 13.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 14%|█▎ | 3051/22442 [03:36<22:46, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 14%|█▎ | 3067/22442 [03:37<22:18, 14.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 14%|█▎ | 3075/22442 [03:37<22:44, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 14%|█▍ | 3107/22442 [03:39<23:30, 13.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 14%|█▍ | 3121/22442 [03:40<22:22, 14.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 14%|█▍ | 3141/22442 [03:42<22:53, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 14%|█▍ | 3165/22442 [03:44<23:50, 13.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 14%|█▍ | 3195/22442 [03:46<23:19, 13.75it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 14%|█▍ | 3215/22442 [03:47<23:04, 13.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 14%|█▍ | 3229/22442 [03:48<22:50, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 14%|█▍ | 3245/22442 [03:49<22:06, 14.47it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 15%|█▍ | 3339/22442 [03:56<22:52, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 15%|█▍ | 3353/22442 [03:57<22:22, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 15%|█▌ | 3399/22442 [04:00<21:56, 14.46it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 15%|█▌ | 3425/22442 [04:02<21:51, 14.50it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 16%|█▌ | 3511/22442 [04:08<23:54, 13.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 16%|█▌ | 3561/22442 [04:12<22:13, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 16%|█▌ | 3583/22442 [04:13<21:48, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 16%|█▌ | 3619/22442 [04:16<21:19, 14.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 17%|█▋ | 3715/22442 [04:23<22:15, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 17%|█▋ | 3719/22442 [04:23<22:16, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 17%|█▋ | 3837/22442 [04:31<22:02, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 17%|█▋ | 3903/22442 [04:36<21:23, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 18%|█▊ | 4057/22442 [04:47<21:19, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 18%|█▊ | 4117/22442 [04:51<21:19, 14.32it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 19%|█▊ | 4155/22442 [04:53<21:41, 14.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 19%|█▊ | 4197/22442 [04:56<22:09, 13.73it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 19%|█▉ | 4291/22442 [05:03<21:04, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 19%|█▉ | 4361/22442 [05:08<21:31, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4389/22442 [05:10<21:45, 13.83it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4403/22442 [05:11<21:38, 13.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4405/22442 [05:11<22:12, 13.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4449/22442 [05:14<21:00, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4457/22442 [05:15<20:06, 14.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|█▉ | 4463/22442 [05:15<20:32, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|██ | 4489/22442 [05:17<21:11, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|██ | 4495/22442 [05:17<20:55, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 20%|██ | 4549/22442 [05:21<21:39, 13.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██ | 4627/22442 [05:27<20:48, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██ | 4631/22442 [05:27<20:26, 14.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██ | 4653/22442 [05:29<20:24, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██ | 4741/22442 [05:35<21:23, 13.79it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██▏ | 4769/22442 [05:37<21:13, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 21%|██▏ | 4809/22442 [05:40<20:49, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 22%|██▏ | 4837/22442 [05:42<20:39, 14.21it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 22%|██▏ | 4849/22442 [05:42<20:49, 14.08it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 22%|██▏ | 4949/22442 [05:49<19:57, 14.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 22%|██▏ | 5021/22442 [05:54<20:08, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 23%|██▎ | 5135/22442 [06:03<20:08, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 23%|██▎ | 5147/22442 [06:03<20:48, 13.85it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 24%|██▎ | 5317/22442 [06:15<19:35, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 24%|██▍ | 5451/22442 [06:25<19:42, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 24%|██▍ | 5465/22442 [06:26<20:31, 13.78it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 25%|██▍ | 5513/22442 [06:29<20:15, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 25%|██▍ | 5579/22442 [06:34<19:36, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 25%|██▌ | 5617/22442 [06:36<19:29, 14.38it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 25%|██▌ | 5625/22442 [06:37<19:44, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 25%|██▌ | 5713/22442 [06:43<19:38, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 26%|██▌ | 5745/22442 [06:45<20:13, 13.76it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 26%|██▌ | 5777/22442 [06:48<19:41, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 26%|██▌ | 5885/22442 [06:55<19:35, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 27%|██▋ | 6063/22442 [07:08<19:23, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 27%|██▋ | 6091/22442 [07:10<19:38, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 27%|██▋ | 6127/22442 [07:12<18:31, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 27%|██▋ | 6147/22442 [07:14<19:09, 14.18it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 27%|██▋ | 6169/22442 [07:15<19:14, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 28%|██▊ | 6261/22442 [07:22<19:18, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 28%|██▊ | 6271/22442 [07:23<18:55, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 29%|██▉ | 6577/22442 [07:44<18:21, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 29%|██▉ | 6603/22442 [07:46<17:57, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 30%|██▉ | 6655/22442 [07:50<18:46, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 30%|██▉ | 6657/22442 [07:50<18:29, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 30%|███ | 6763/22442 [07:57<18:14, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 30%|███ | 6831/22442 [08:02<18:22, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 31%|███ | 6975/22442 [08:12<18:05, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 31%|███ | 6979/22442 [08:12<18:31, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 31%|███ | 6985/22442 [08:13<18:27, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 31%|███▏ | 7015/22442 [08:15<17:58, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 31%|███▏ | 7029/22442 [08:16<17:48, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 31%|███▏ | 7055/22442 [08:18<17:26, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 32%|███▏ | 7099/22442 [08:21<17:41, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 32%|███▏ | 7173/22442 [08:26<17:54, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "[WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 32%|███▏ | 7193/22442 [08:27<18:10, 13.98it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 32%|███▏ | 7243/22442 [08:31<18:16, 13.86it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 33%|███▎ | 7343/22442 [08:38<17:51, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 33%|███▎ | 7407/22442 [08:43<17:26, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 33%|███▎ | 7503/22442 [08:50<17:00, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 34%|███▎ | 7521/22442 [08:51<17:05, 14.55it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 34%|███▎ | 7523/22442 [08:51<17:15, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 34%|███▎ | 7559/22442 [08:53<16:57, 14.63it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 34%|███▍ | 7619/22442 [08:58<17:26, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 34%|███▍ | 7683/22442 [09:02<16:35, 14.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 35%|███▍ | 7767/22442 [09:08<16:54, 14.46it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 35%|███▌ | 7891/22442 [09:17<17:19, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 35%|███▌ | 7895/22442 [09:17<16:53, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 35%|███▌ | 7901/22442 [09:17<17:15, 14.04it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 35%|███▌ | 7917/22442 [09:19<16:50, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▌ | 7971/22442 [09:22<16:11, 14.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▌ | 8039/22442 [09:27<16:49, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▌ | 8063/22442 [09:29<16:53, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▌ | 8119/22442 [09:33<16:32, 14.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▋ | 8141/22442 [09:34<17:01, 13.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 36%|███▋ | 8163/22442 [09:36<16:55, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 37%|███▋ | 8207/22442 [09:39<16:27, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 37%|███▋ | 8239/22442 [09:41<16:20, 14.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 37%|███▋ | 8307/22442 [09:46<16:28, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 37%|███▋ | 8313/22442 [09:46<16:21, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 37%|███▋ | 8373/22442 [09:50<16:57, 13.83it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 38%|███▊ | 8603/22442 [10:07<16:58, 13.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 38%|███▊ | 8621/22442 [10:08<15:38, 14.73it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 39%|███▊ | 8659/22442 [10:11<15:44, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 39%|███▉ | 8703/22442 [10:14<15:47, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 39%|███▉ | 8745/22442 [10:17<16:21, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 39%|███▉ | 8767/22442 [10:18<16:03, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 39%|███▉ | 8839/22442 [10:23<15:52, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 40%|███▉ | 8883/22442 [10:26<15:24, 14.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 40%|███▉ | 8939/22442 [10:30<15:44, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 40%|████ | 8985/22442 [10:33<15:45, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 40%|████ | 8987/22442 [10:34<15:52, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 40%|████ | 9079/22442 [10:40<15:19, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 41%|████ | 9183/22442 [10:47<15:33, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 42%|████▏ | 9391/22442 [11:02<15:35, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 42%|████▏ | 9437/22442 [11:05<15:07, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 42%|████▏ | 9465/22442 [11:07<15:31, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 43%|████▎ | 9593/22442 [11:16<14:46, 14.50it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 43%|████▎ | 9641/22442 [11:19<15:00, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 43%|████▎ | 9749/22442 [11:27<14:51, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 43%|████▎ | 9757/22442 [11:27<14:43, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 44%|████▍ | 9823/22442 [11:32<14:44, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 45%|████▍ | 10031/22442 [11:47<14:29, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 45%|████▌ | 10101/22442 [11:52<14:37, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 45%|████▌ | 10175/22442 [11:57<14:14, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 45%|████▌ | 10195/22442 [11:58<14:19, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 45%|████▌ | 10201/22442 [11:59<14:12, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 46%|████▌ | 10285/22442 [12:05<14:53, 13.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 46%|████▌ | 10295/22442 [12:05<14:19, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 46%|████▌ | 10307/22442 [12:06<13:54, 14.55it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 46%|████▋ | 10401/22442 [12:13<14:14, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 46%|████▋ | 10421/22442 [12:14<14:02, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 47%|████▋ | 10441/22442 [12:16<14:05, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 47%|████▋ | 10459/22442 [12:17<14:18, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 47%|████▋ | 10551/22442 [12:23<14:07, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 47%|████▋ | 10587/22442 [12:26<14:09, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 48%|████▊ | 10687/22442 [12:33<13:42, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 48%|████▊ | 10727/22442 [12:36<13:36, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 48%|████▊ | 10745/22442 [12:37<13:42, 14.23it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 49%|████▉ | 10941/22442 [12:51<13:37, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 49%|████▉ | 10969/22442 [12:53<13:06, 14.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 49%|████▉ | 11075/22442 [13:00<13:27, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 50%|████▉ | 11109/22442 [13:03<13:52, 13.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 50%|████▉ | 11175/22442 [13:07<13:16, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 50%|████▉ | 11205/22442 [13:09<13:06, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 50%|█████ | 11291/22442 [13:15<12:41, 14.65it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 50%|█████ | 11323/22442 [13:18<13:30, 13.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 51%|█████ | 11397/22442 [13:23<13:09, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 51%|█████▏ | 11507/22442 [13:31<13:05, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 52%|█████▏ | 11625/22442 [13:39<12:28, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 52%|█████▏ | 11653/22442 [13:41<12:42, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 52%|█████▏ | 11777/22442 [13:50<12:05, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 53%|█████▎ | 11959/22442 [14:03<11:54, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 54%|█████▍ | 12137/22442 [14:15<12:00, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 55%|█████▍ | 12307/22442 [14:27<12:30, 13.51it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 55%|█████▌ | 12375/22442 [14:32<11:51, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 55%|█████▌ | 12401/22442 [14:34<11:30, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▌ | 12535/22442 [14:43<11:38, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▌ | 12555/22442 [14:45<11:06, 14.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▌ | 12565/22442 [14:45<11:12, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▌ | 12603/22442 [14:48<11:37, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▋ | 12627/22442 [14:50<11:12, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 56%|█████▋ | 12663/22442 [14:52<11:51, 13.74it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12699/22442 [14:55<11:21, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12703/22442 [14:55<11:20, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12707/22442 [14:56<11:10, 14.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12717/22442 [14:56<11:57, 13.56it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12773/22442 [15:00<10:43, 15.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 57%|█████▋ | 12871/22442 [15:07<11:02, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 57%|█████▋ | 12883/22442 [15:08<11:13, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 58%|█████▊ | 13037/22442 [15:18<10:47, 14.54it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 58%|█████▊ | 13055/22442 [15:20<10:29, 14.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 59%|█████▊ | 13129/22442 [15:25<11:21, 13.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 59%|█████▉ | 13201/22442 [15:30<10:26, 14.74it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 59%|█████▉ | 13259/22442 [15:34<10:37, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 59%|█████▉ | 13339/22442 [15:40<11:51, 12.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13363/22442 [15:42<10:45, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "[WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13367/22442 [15:42<10:11, 14.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13407/22442 [15:45<12:35, 11.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13423/22442 [15:46<13:03, 11.51it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13449/22442 [15:48<10:56, 13.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|█████▉ | 13451/22442 [15:49<10:48, 13.86it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|██████ | 13485/22442 [15:51<12:30, 11.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|██████ | 13511/22442 [15:53<11:00, 13.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 60%|██████ | 13535/22442 [15:55<10:23, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 61%|██████ | 13593/22442 [15:59<10:36, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 61%|██████ | 13637/22442 [16:02<10:48, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 61%|██████ | 13685/22442 [16:06<10:10, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 61%|██████ | 13697/22442 [16:06<10:48, 13.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 62%|██████▏ | 13909/22442 [16:21<10:23, 13.68it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 62%|██████▏ | 13983/22442 [16:27<10:30, 13.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 63%|██████▎ | 14171/22442 [16:40<09:32, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 63%|██████▎ | 14173/22442 [16:40<09:37, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 63%|██████▎ | 14187/22442 [16:41<09:54, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 63%|██████▎ | 14201/22442 [16:42<10:34, 13.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▎ | 14257/22442 [16:46<09:42, 14.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▎ | 14273/22442 [16:47<09:37, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▍ | 14339/22442 [16:52<09:47, 13.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▍ | 14365/22442 [16:54<09:00, 14.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▍ | 14449/22442 [17:00<10:09, 13.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▍ | 14463/22442 [17:00<09:13, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 64%|██████▍ | 14473/22442 [17:01<09:15, 14.34it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 65%|██████▍ | 14481/22442 [17:02<09:28, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 65%|██████▍ | 14487/22442 [17:02<09:46, 13.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 65%|██████▍ | 14529/22442 [17:05<09:27, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 65%|██████▌ | 14593/22442 [17:10<09:03, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 66%|██████▌ | 14713/22442 [17:18<08:52, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 66%|██████▋ | 14903/22442 [17:32<08:33, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 66%|██████▋ | 14907/22442 [17:32<08:41, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 66%|██████▋ | 14923/22442 [17:33<08:38, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 67%|██████▋ | 14949/22442 [17:35<08:48, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 67%|██████▋ | 14955/22442 [17:35<08:44, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 67%|██████▋ | 15091/22442 [17:45<08:39, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 67%|██████▋ | 15099/22442 [17:45<08:38, 14.17it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 68%|██████▊ | 15161/22442 [17:50<08:35, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 68%|██████▊ | 15219/22442 [17:54<08:33, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 68%|██████▊ | 15245/22442 [17:56<08:37, 13.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 68%|██████▊ | 15305/22442 [18:00<08:31, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 69%|██████▊ | 15403/22442 [18:07<08:17, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 69%|██████▉ | 15445/22442 [18:09<08:19, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 69%|██████▉ | 15491/22442 [18:13<08:02, 14.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 69%|██████▉ | 15515/22442 [18:14<08:01, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 70%|██████▉ | 15633/22442 [18:22<07:56, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 70%|██████▉ | 15699/22442 [18:27<07:38, 14.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 70%|██████▉ | 15701/22442 [18:27<07:36, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 70%|███████ | 15755/22442 [18:31<07:45, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 70%|███████ | 15795/22442 [18:34<07:57, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 71%|███████ | 15923/22442 [18:43<07:14, 14.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 71%|███████▏ | 16021/22442 [18:50<07:30, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 71%|███████▏ | 16043/22442 [18:51<07:27, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 72%|███████▏ | 16139/22442 [18:58<07:06, 14.76it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 72%|███████▏ | 16207/22442 [19:03<07:05, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 72%|███████▏ | 16263/22442 [19:07<06:57, 14.79it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16281/22442 [19:08<07:07, 14.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16291/22442 [19:09<07:20, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16311/22442 [19:10<07:24, 13.81it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16341/22442 [19:12<07:14, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16351/22442 [19:13<07:17, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16375/22442 [19:15<06:58, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 73%|███████▎ | 16419/22442 [19:18<06:49, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 74%|███████▎ | 16507/22442 [19:24<07:06, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 74%|███████▎ | 16529/22442 [19:25<06:53, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 74%|███████▍ | 16587/22442 [19:30<06:45, 14.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 74%|███████▍ | 16705/22442 [19:38<06:42, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 75%|███████▍ | 16723/22442 [19:39<06:34, 14.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 75%|███████▍ | 16739/22442 [19:40<06:27, 14.71it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 75%|███████▌ | 16899/22442 [19:52<06:27, 14.32it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 75%|███████▌ | 16937/22442 [19:54<06:25, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▌ | 16963/22442 [19:56<06:33, 13.94it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▌ | 16965/22442 [19:56<06:33, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▌ | 16993/22442 [19:58<06:26, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▌ | 17077/22442 [20:04<06:19, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▌ | 17083/22442 [20:05<06:18, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 76%|███████▋ | 17117/22442 [20:07<06:19, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 77%|███████▋ | 17183/22442 [20:12<06:32, 13.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 77%|███████▋ | 17327/22442 [20:22<06:15, 13.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 77%|███████▋ | 17335/22442 [20:23<06:09, 13.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 78%|███████▊ | 17453/22442 [20:31<05:55, 14.04it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 78%|███████▊ | 17483/22442 [20:33<05:45, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 78%|███████▊ | 17493/22442 [20:34<05:47, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 78%|███████▊ | 17539/22442 [20:37<06:04, 13.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 79%|███████▊ | 17643/22442 [20:45<05:36, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 79%|███████▉ | 17675/22442 [20:47<05:37, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 79%|███████▉ | 17687/22442 [20:48<05:39, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 79%|███████▉ | 17697/22442 [20:49<05:27, 14.47it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 79%|███████▉ | 17729/22442 [20:51<05:21, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 79%|███████▉ | 17747/22442 [20:52<05:36, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 80%|███████▉ | 17871/22442 [21:01<05:24, 14.10it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 80%|████████ | 18023/22442 [21:11<05:06, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 81%|████████ | 18083/22442 [21:16<05:06, 14.23it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 81%|████████ | 18205/22442 [21:24<04:17, 16.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 82%|████████▏ | 18361/22442 [21:36<04:51, 13.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 82%|████████▏ | 18371/22442 [21:36<04:39, 14.54it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 82%|████████▏ | 18395/22442 [21:38<04:50, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 83%|████████▎ | 18521/22442 [21:47<04:35, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 83%|████████▎ | 18551/22442 [21:49<04:34, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 83%|████████▎ | 18561/22442 [21:50<05:08, 12.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 83%|████████▎ | 18675/22442 [21:58<04:35, 13.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 83%|████████▎ | 18691/22442 [21:59<04:21, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▎ | 18761/22442 [22:04<04:10, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▎ | 18781/22442 [22:05<04:18, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18799/22442 [22:07<04:13, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18847/22442 [22:10<04:04, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18875/22442 [22:12<04:09, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18905/22442 [22:14<04:06, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18915/22442 [22:15<04:13, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 84%|████████▍ | 18919/22442 [22:15<04:06, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 86%|████████▌ | 19253/22442 [22:38<03:30, 15.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 86%|████████▋ | 19371/22442 [22:47<03:35, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 86%|████████▋ | 19411/22442 [22:49<03:25, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 87%|████████▋ | 19425/22442 [22:50<03:42, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 87%|████████▋ | 19473/22442 [22:54<03:26, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 87%|████████▋ | 19489/22442 [22:55<03:32, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 87%|████████▋ | 19503/22442 [22:56<03:32, 13.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 87%|████████▋ | 19599/22442 [23:03<03:24, 13.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 88%|████████▊ | 19675/22442 [23:08<03:23, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 88%|████████▊ | 19747/22442 [23:13<03:41, 12.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 88%|████████▊ | 19749/22442 [23:14<03:34, 12.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 88%|████████▊ | 19857/22442 [23:21<03:00, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 89%|████████▊ | 19875/22442 [23:22<02:56, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 89%|████████▉ | 19951/22442 [23:28<02:53, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 89%|████████▉ | 19981/22442 [23:30<02:51, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 89%|████████▉ | 20073/22442 [23:36<02:46, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 90%|████████▉ | 20119/22442 [23:39<02:44, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 90%|████████▉ | 20149/22442 [23:42<02:47, 13.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 90%|█████████ | 20205/22442 [23:46<02:37, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████ | 20347/22442 [23:56<02:32, 13.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████ | 20425/22442 [24:01<02:24, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████ | 20433/22442 [24:02<02:22, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████ | 20469/22442 [24:04<02:18, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████▏| 20487/22442 [24:06<02:18, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 91%|█████████▏| 20509/22442 [24:07<02:17, 14.10it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20583/22442 [24:12<02:10, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20663/22442 [24:18<02:02, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20681/22442 [24:19<02:00, 14.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20683/22442 [24:19<02:00, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20719/22442 [24:22<02:01, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 92%|█████████▏| 20731/22442 [24:23<01:57, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 93%|█████████▎| 20775/22442 [24:26<01:58, 14.08it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 93%|█████████▎| 20797/22442 [24:27<01:56, 14.18it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 93%|█████████▎| 20889/22442 [24:34<01:49, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 93%|█████████▎| 20919/22442 [24:36<01:43, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 93%|█████████▎| 20973/22442 [24:40<01:45, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 94%|█████████▎| 21011/22442 [24:43<01:42, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 94%|█████████▎| 21027/22442 [24:44<01:42, 13.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 94%|█████████▍| 21089/22442 [24:48<01:32, 14.60it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 94%|█████████▍| 21153/22442 [24:53<01:34, 13.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 94%|█████████▍| 21155/22442 [24:53<01:34, 13.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 94%|█████████▍| 21177/22442 [24:54<01:28, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 95%|█████████▍| 21249/22442 [24:59<01:24, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 95%|█████████▌| 21337/22442 [25:06<01:15, 14.63it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 96%|█████████▌| 21463/22442 [25:15<01:10, 13.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 96%|█████████▌| 21575/22442 [25:23<00:59, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 96%|█████████▋| 21625/22442 [25:26<00:56, 14.46it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 98%|█████████▊| 21933/22442 [25:48<00:36, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 98%|█████████▊| 21983/22442 [25:52<00:31, 14.47it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 98%|█████████▊| 22055/22442 [25:57<00:28, 13.78it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 98%|█████████▊| 22071/22442 [25:58<00:25, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 99%|█████████▉| 22199/22442 [26:07<00:17, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 99%|█████████▉| 22217/22442 [26:08<00:15, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 99%|█████████▉| 22237/22442 [26:10<00:14, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 99%|█████████▉| 22251/22442 [26:11<00:13, 14.50it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + " 99%|█████████▉| 22277/22442 [26:12<00:11, 14.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "100%|█████████▉| 22359/22442 [26:18<00:05, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "100%|█████████▉| 22397/22442 [26:21<00:03, 13.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "100%|█████████▉| 22407/22442 [26:22<00:02, 12.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "100%|██████████| 22442/22442 [26:24<00:00, 14.16it/s]\n" + ] + } + ], + "source": [ + "# Get phonemes from metadata\n", + "phonemes = []\n", + "\n", + "for phrase in tqdm(CONFIG_METADATA):\n", + " if len(phrase[0]) > 0:\n", + " tmpPhrase = phrase[0].rstrip('\\n')\n", + " for removeChar in CHARS_TO_REMOVE:\n", + " tmpPhrase = tmpPhrase.replace(removeChar,\"\")\n", + " \n", + " seq = phoneme_to_sequence(tmpPhrase, [CONFIG_TEXT_CLEANER], CONFIG_PHONEME_LANGUAGE, CONFIG_ENABLE_EOS_BOS_CHARS)\n", + " text = sequence_to_phoneme(seq)\n", + " text = text.replace(\" \",\"\")\n", + " phonemes.append(text)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dataset contains 49 different ipa phonemes.\n" + ] + } + ], + "source": [ + "s = \"\"\n", + "phonemeString = s.join(phonemes)\n", + "\n", + "d = {}\n", + "collections._count_elements(d, phonemeString)\n", + "sorted_d = dict(sorted(d.items(), key=operator.itemgetter(1),reverse=True))\n", + "\n", + "# remove useless keys\n", + "sorted_d.pop(' ', None)\n", + "sorted_d.pop('ˈ', None)\n", + "\n", + "print(\"Dataset contains \" + str(len(sorted_d)) + \" different ipa phonemes.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "5 rarest phonemes\n", + "ð --> 1 occurrences\n", + "θ --> 2 occurrences\n", + "œ --> 7 occurrences\n", + "ʌ --> 9 occurrences\n", + "ɹ --> 30 occurrences\n" + ] + } + ], + "source": [ + "print(\"5 rarest phonemes\")\n", + "\n", + "rareList = dict(sorted(sorted_d.items(), key=operator.itemgetter(1), reverse=False)[:5])\n", + "for key, value in rareList.items():\n", + " print(key + \" --> \" + str(value) + \" occurrences\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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oiU1b73wrSffVY90bQP+htbZHkpt0wj9OMviknLFurbVq/mx8rTfv/GpNAFjb72XH014+meRVG5DniJ6Ymmt75FdzAcCObpVkz07szGv/o7X2lCTnZFRzPSTJoRk9FLdPksOT3D3JcUk+lOQLrbVfGJD7iJ7YVN/7VXV1RnXXUoeOG543PH+G1zw3zfL7z9+sqmt2Uv4jemI7s+YDgIUyPgX5NzrhfZJ8oLV2q7XGt9YekeRvOuHvZLRXtpojemL2uLZHfntcwJakEXtr6DYzJaPNoWn1je2+pgsAYJDW2l5J/rDn0usmeB3VzOqd8Q2qczvh1WqdG2Z5Xfzt8TzTGFprzbvWm3d+AFhorbU7Jnn+ktDlSZ64jmaV1ai51p5ju+YHgEXT1zzy/dbanq21/5PkfyfZd8K5bp/k7a21E9ZogL7WRn/v75rkwFU+360JKsubuSf1zfH41eZfat41z7zzA8DCqar3JnlGdqwZbp3k862117TWHthaO6i1tntr7TqttZu31h7TWnt/knck2XvJuAuTPLCqLlgjrT2utefYrvkBNiWN2FvDAT2xS9cxX9/YG6xjPgCAZNSE3X26/eIkfzzB2I2ud/ZorV13TrmT1WutRc8PAAtr3MjzhiRLG3peVFVf2aCUaq7FzQ8Ai+bgntilSd6Y5GGdeGV08uKXM2rCWemBuCcneUdrba37q3P73m+t7Zsda8sk+dG0jUHjwxWumCT32LxrnnnnB4CFVFV/keTBSc5eEt47yVOTvD/JeUmuTHJZkq8meUuSB3ameVeSO1XVqROktMe1uPkBNiWN2FvDPj2xH61jvr6x11nHfADAgmutPTLJs3ouPXeCp9aT+dY78661Fj0/ACyy/5Hkzkt+PiXJSzcwn5prcfMDwKLZvyf20CSPWvLzRUmek+TQqrpxVd2uqm6S0Ql8T0n/KdIPTfLCNXJvp5qrb/xmrnnmnR8AFlZVfSCjA5sem+T/TjjsmiQnJLlzVR1bVd+ecNx2qre2Wr0z7/wAm5JG7K2h7zVnl69jvr4vsT3WMR8AsMBaa3dN8rc9l95eVX8z4TTzrHfmXWsten4AWEittbsked6S0FVJnriO15hOQs21uPkBYNHs2RNb+tr7zye5fVW9vNvwU1UXVtVrk9w2yUd65vkfrbXbrZJ7O9Vcffk3c80z7/wAsLBaay3Jg5L8apJjJhy2S5InJvmT1lr3hOzVbKd6a6vVO/POD7ApacTeumrGY9s65gMAFlRr7eZJ3p3lTyafnuQJ65x+nvXOvGutRc8PANtaa22PJG9IstuS8B9W1RfmsBw11+LmB4DtbLXvxfOTPKCqvrPaBFX1gyQPS3JGz9y/O3A9W7Xm6hu/1WqeeecHgG1vfL/wX5K8K8kDsrxZ98KM7h2eleR7nWu7jce8v7V2YmvtwCmXsVXrre1Q78w7P8DcacTeGq7qie3dE5tU39gr1zEfALCAWmuHJPlQkht3Lp2T5EHjm1WTmme9M+9aa9HzA8AiekGSOyz5+YtJ/mAn5FVzLW5+AFg0fd+91zquqi6YZJKq+mGS3+i59JjW2r4Dcm/Vmqtv/GaueeadHwAWTmvtjkk+neRenUtnZVRHHVpVN6yq21bVkVW1f5IjM3qw7dzOmGOT/EtrrXvvsWs71Vtbrd6Zd36ATUkj9tbww57YrL/ELlvHfADAgmmt3SijJuybdS6dl+T+VfXvA6ecZ70z71pr0fMDwEJprR2V5LgloauTPLGqdsYNBjXX4uYHgEWz0vfihUneOmSiqvpwki93wrslOXqFIdup5uobv5lrnnnnB4CF0lo7IMl7k3RPsf6bJHeoquOr6lvdcVV1VlX9cZLbj8cvddskf99aW62nbTvVW1ut3pl3foBNSSP21nBRT+y665ivb2xfDgCAZVprN0jy4SS36Vy6MKMm7O7rWiex0fXOlVV16Zxyr5RDfgBYMK21PZO8PqPGnWv9WVV9dictQc21uPkBYNGs9L34sSkfgPtgT6x76uNquXfK935VXZLlpxTu1VrbdZrErbXdkuw1Se5Vrqm5AGD7+qMkh3Ri/5TkSVV1+VqDq+riJI/M6ETtpe6d5PGrDLXHtbj5ATYljdhbw3d6YoeuY77DJswBALCD1tr+Gd14+onOpe9m1IR92pRTz6zeGd9YOniC+a91QZJrOrGD13jSfjVDa61513rzzg8Ai+SZGZ30c60zk7xgJ+ZXc+1IzQUA21f3NffX+tyU8/WNu8kKn93o7/1rMjoQYSXnd37eJSuvdS2HJGmd2GaueeadHwAWRmvtwCS/2glfnuQZVVWTzjNu2P7NnkvPWmWYPa4dqbcA5my3tT/CJvD1ntjh65jvpp2fr07yjXXMBwAsgNbafhk1Yd+lc+l7SR5QVaeuY/qvZ/nrXA9P8vEp5rpJlte5ffVUkqSqrmytfTs7bhLsPp7nm1Pk79Zaq+Zf4dosa71551drAsB/6jbA7JvkpNa6vS0r2qMndlRr7fPdYFXdueezaq4dqbkAYPv62grxaU/X6xt3gxU+O7Pv/XFDT/eUyW9WVffU627+7pjDk5wzxRKG1jzfyKgxaWkj0mGttV2qqtuwtBH5513zAcAiuX+SPTuxD1XVt4ZOVFUnt9ZOy44HGNyhtXZwVfU9YGePa0f2uADmTCP21vCVntgtp5motbZHlj9N9NWq+vE08wEAi6G1dr0k/5zkrp1LlyR5YFWdss4UM6t3ktyiJ3b6BPm7T2vfMtNtmAzN/+8ZnRCw9DWvh7XW9pjyVblD86s1AWB+bjz+sx77JLnThJ9Vc6m5AGBRnJPk0ix/1fkVU853eU9sr55YMtua66YZNfYsNUnNda+e/P86Rf5BNc+4MenrnXG7Z/T3OHuj82e2v/u+/D+KxiAAuNYde2KfWsd8n8qOjdjX5uhrxLbHZY8LYFOZ9rUI7Fyfy/LXWhzVWpumkf6oLN+w+bepVgUALITW2r5JPpDkpzqXfpBRE/ZnZpCmr5H7HlPOdc+e2Fr1ztzyjzcTvtAJ75HlTe9raq3tnuRunfB5K5wWcC21JgAsDjXXjtRcALBNjU9f7vt+3G/KKa/fE1vpdO2Frbl2Qv6rk6z4Vr6q+maS8zvhw1trBw9N3Fq7SZaf7nhqVV09dC4A2Kb63g5ywTrm6xt7wAqf3c71zqr57XEBbE4asbeAqrosoy+ypfZJcpcppus+AZ8k/zLFPADAAmitXTfJ+5PcvXPp0iQPrqr1PNm+1EkZ3UhZ6h6ttV2nmGuaeqfvVWV986xqvN7uRst3kpyxM/JnVB9epxNb9e+u1gSAhaLmmkH+qLkAYKv4aE/sZlPOdURPbKVGo9N7rt2qtXajKfLOreZaYdyPM6opNzx/a+2gJEd2wqdU1Q93Rv4Vxqi5AOA/9b0xZO91zNfda0mSlb737XHNIH/scQHMjEbsreP9PbFfnGKevjF9cwMAC661tk+S92b5k9iXJXlIVX1iVrmq6ntZ/rqyfZM8YMg8rbUDkty3E/5GVX15jaEfzfJX096vtbb/kPxJHpjlr7z9QFXVGuPmXevNOz8ALISqelZVtWn/pL9x6GMrfLYvv5prOTUXAGxf7+mJ9Z04OIm+cd0GlCTJuCb5555LjxyScHyq4CM64cuTfGy1cVX1xSTf6oRv11q77cD8t0vSHfPJqrpkjaEf6IkdO8UpiX2/LzUXAGwefQ+lTfvQW5LcfMIc9rjmX+/MOz/ApqMRe+v4u57YE1pre0w6QWvtLln+SolPV9XX17UyAGDbaa1dJ8m7kxzTufTDJA+tqr4nrderr9556sA5/luSvTqxt641qKouzejvu9Re4/mG6FvvmvmTfCSjJ9yX+qnW2p0nTTyuCx/fCV+e5B0TDFdrAsDiUHPtSM0FANtUVX0myZmd8FFTNCQfmOTBPZc+vMqwWdRcD09ycCf2zglOhJ5V/qlqrqo6M8kpnfAhSR62M/In+ackV3ZiPz/kRPLxadzdJvhvZ40meABYMN06K+mvmdY0vi95n064kpy1yjB7XDuyxwUwRxqxt4jx0+v/2gnfMMmzB0zzhz2x46deFACwLbXW9kryzizf8PhRkodV1UbdcHhTkh90Yg9vrU10UtH4qfXf7oSvTvLaCfP31UXHTfr0emvt6Cy/ofTVJB9ca2xVrbTOvvptJc/JqD5c6u/GpwKslV+tCQCLQ821nJoLALavv+iJvWjgHL+fZM9O7DNVdc4qY96f5OxO7E6ttUdPknDcxNK3zkm/909Ick0n9qTWWt9Jk335b5HkSZ3w9zNZY1DSv84XtdZ2nzD/LyW5Yyf80ao6fa2xVfXdJP/QCe+eYf/fXzQes9QJVdX9nQLAIvtQltcbt2qtPWqKuZ6d5SdDf66qzl9ljD2u5exxAcyJRuyt5SU9sRe11n5yrYGttd/M6JUWS30tyVtmsTAAYHsY3+T5pyT371z6UZKHV9VHNir3+B/2r+6Ed0nyurU2LVpruyR5TZafEvSWqvrqhPk/nOWvMTs4yfHj+VfLf0CS12V5ff2/xpshk3hllm8YPai19rS1BrbW7prkhZ3wj5P80YS5E7UmACwENZeaCwAWzGuTdBumH9Va+/VJBrfWjk3yzJ5LL15tXFWtVCO8qrV2+ASp/1eSO3RiH5/0gISqOuP/t3ff4XZU5eLHv28SegsEUKoBgRAFpCiI/JQqSlOUIs3uBbFcO6LXchWRey1cFAV+4lVUVFDa/SkKFgioIEVEQKlSpEgJJSGhJfDeP9bk52HOnLP37LPPyYn5fp4nD89ea9Z61549mz3PnHfeYXAy8nLAKVURhiFV/d8Blq11fTUzZ3UTH/gecEetbTPK+xpWREwFvtbQdVSXsaHs+/r54WER0bEqd0TsxeDqlI/QnNQvSdJiKzMfpCRj153U5gkkEfFK4NMNXU1VlwfG9xqX17gkadwwEXsRkpnnU6pTDrQUcGF1UWCQiFgiIj5J88WBf83MeX1epiRJWkRFxCTKH2jqjw17Ati7uqAw2o4G7qq1bQRcEhEbNw2oLqacBdTvsJ8NHNky/nsY/EeaNwBnRMTkIeJPBy4BNqx1XQ6c0m3gzHwA+FRD1/ER8W/V59MU/zWUR5DVKzMdl5k3tojvuaYkSYsPz7kG85xLkqR/Qpn5BOXco+6EiDg6IpZpGlf9/n4IOAOIWvcvMvPcLsJ/E7iq1rYqcGlEbDtE3GUj4kTgQ7Wu+cB7u4g50BHAnFrby4FfRcSaQ8RfC7gA2K7WdQctEnMy8yng/Q1dH46Irw+z318GXApMqXWdkZkXtIj/ZwYncwdwVkS8PSLqnylR/AtwZsOUn6gqbUuSpGf7OJC1tlWA30fEW4a6zgL//7znY8C5DH4SxV0035hV5zWuwbzGJUkLQWTWfw81nkXEapSLNms3dF9J+ZG7DViG8qN9MLBWw7Zfy8y2F2wkSdI/sYg4mPIYr7pHGFzBpq0rM7P+ONOh1vFyyh986hcIngF+AvwGuJvyh6sXAQdSKvrU7ZeZZ7RdaEQcSfPjsOZQ7sS+BniQcj72CmAPBt/gOAvYqtu75gfEDsoFp3oyPJQLSd8HbgaeBNYD9gaa7iz/A7BdZj7ZMr7nmpIkjWNVdcDbas0XZeYOPczlOZfnXJIkLTYi4liaH5V+H+W39yrgIWAysAnl93/dhu1vB15cVYDsJu5GwBXAig3dFwC/AP4GrARMBw6hJC/VfTgzv9xNzFr8A4AfNnQ9Bfy4Wtu9lOqNWwP7MjgRah6wfWZe2kP8kxhcXRrKed6pwPWUSo7rUqoi7tCw7R3Alm0ToavK3pcCmzd03wicTqm8GMD6wAEMToiCcm782vSP6pIkNYqIYxg6gflO4Dzgasrv/wRgNcp5x240n/fMA/bMzF90Gd9rXF7jkqSFzkTsRVB1d9QFwHN7nOJHwEEtHmchSZIWAxHxFspjsEZDqwShiNiPcnFiyDvlh5HA+zPzqz2MXRD/OJofO9uNR4FXZ+YlPcZennJRql55qFvXAztk5v09xvdcU5KkcaqfidjVfJ5zec4lSdJioXo8/MnA20YwzY3AXpl5c8vYLwd+BizfY9xjM7NeIbtN/A8Ax/Y4fB5wQGae1WPsScBpwD49xv875Zzrph7jPxeYAUzrMf7FwO6ZObfH8ZIkLRYi4gTg8D5M9RTw5sw8rWV8r3F5jUuSFqr6HTZaBGTm9ZS7w37bcug84DPAgf6ASZKk8SwzfwzsTLlTvo0HgX1GcrGkiv9+yuPEHms59Frgpb1eLKlizwF2Ab7B4Me5dXIWsG2vF0uq+J5rSpK0mPCcy3MuSZIWF5n5TGa+nZIg0zapNinVk7dpm4Rdxf4NsC3w55ZD5wKHjyQJu4r/X5RK111V8R7gDmCnXpOwq9jzgf2Bo4D5LYdfDLyk1yTsKv69lH1/TtuhwEnAriZhS5LUWWa+i/J0iZkjmOZqym9/qyTsKr7XuLzGJUkLlYnYi6jMvJPyyIo3AJcw/I/pHEp1y80y898z85kxWKIkSdKIZObFwMbAR4BbOmx+N+UPOhtm5tl9iv91SrWcr1IeTTucPwGHUh6T+pc+xH4iMw8DXgqcSXlk2FDmA+dT/jC0T2bO6kN8zzUlSVpMeM7lOZckSYuTKslmI+BLwH0dNn8Y+CGwRWYeMJLf/8y8Dticci7zpw6bPwh8Bdg4M0/qNWYt/pmU930UcE+HzW+hnBtOz8y2CTVNsZ/JzE8BmwKnUM5rhtwc+B2wf2Zun5l39yH+w5n5OuBVlPO54RJ9ngTOoCTdH56Zw50fSpKkATLzdGAq8C+U6xzzuhj2KHA2sBvles81I4jvNS6vcUnSQhOZbW+G0XgUEatT7jBaH1iR8sM5k/IIiSsy86mFuDxJkqQRi4iNKH+wWgdYFniC8oejazLz2lGOPRHYAtgEeA6wBKUq0e3AldUFhtGMvyywDeUCzipV8yzKhaTLMvORUY7vuaYkSYsJz7k855IkaXEREUE579gUWANYhvLbPxO4GbhqtBJDImJdYCtKstJylESl+4DrRjNuFXvB+94MWBNYmlK98U7gj71U/W4Zf0ngJcB0YFVgEjAbuBW4fCQVGbuMP5lyzrcBsFLV/BBwI+Wcr20lS0mS1CAilqJc53k+MJnyu/s08AjlhrfrgBtG8XzLa1xe45KkMWMitiRJkiRJkiRJkiRJkiRJkiS1NGFhL0CSJEmSJEmSJEmSJEmSJEmSFjUmYkuSJEmSJEmSJEmSJEmSJElSSyZiS5IkSZIkSZIkSZIkSZIkSVJLJmJLkiRJkiRJkiRJkiRJkiRJUksmYkuSJEmSJEmSJEmSJEmSJElSSyZiS5IkSZIkSZIkSZIkSZIkSVJLJmJLkiRJkiRJkiRJkiRJkiRJUksmYkuSJEmSJEmSJEmSJEmSJElSSyZiS5IkSZIkSZIkSZIkSZIkSVJLJmJLkiRJkiRJkiRJkiRJkiRJUksmYkuSJEmSJEmSJEmSJEmSJElSSyZiS5IkSZIkSZIkSZIkSZIkSVJLJmJLkiRJkiRJkiRJkiRJkiRJUksmYkuSJEmSJEmSJEmSJEmSJElSSyZiS5IkSZIkSZIkSZIkSZIkSVJLJmJLkiRJkiRJkiRJkiRJkiRJUksmYkuSJEmSJEmSJEmSJEmSJElSSyZiS5IkSZIkSZIkSZIkSZIkSVJLJmJLkiRJkiRJkiRJkiRJkiRJUksmYkuSJEmSJEmSJEmSJEmSJElSSyZiS5IkSZIkSZIkSZIkSZIkSVJLJmJLkiRJkiRJkiRJkiRJkiRJUksmYkuSJEmSJEmSJEmSJEmSJElSS5MW9gIkSZIkSZIk6Z9BRCwJbA2sDawOLAc8CNwP/Dkzbx7F2OsALwJWBaYASwGPAvcBNwA3ZOZTfYq1JPBiyvucAqwMPAnMBv4K/CUz7+1HrPEiIiYCmwMvAJ4DLA3MBa7JzF/3OOdk4CXA84HJlMIpDwE/z8w7WswTwGbA+pTjbgowB3gAuA24MjPn97LGFmuYAGwFbAqsBmQV/1bg0n4dew1xJ1OOxedQjv3lKZ/LQ8CNlGPx0T7Fmkh5j+tS3uPKwCxgJnATcHVmZj9iVfFWoXyn1wdWovz/5EngMcr3+g7gpsx8pF8xJUmSJEmSJLUXfbwuKEmSJEmSJEmLnYjYBXgvsBMlEXQotwLnAF/sR6JyRKwPvB94NbBhh80fAy4CzgROy8y5LWNNBA4CDgZeDizbYciNwHnAdzLzj8PMO5WSLDzQWzPzlDbrq+aaAWw/oOmizNyhw5gdgAtrzTtm5oyqf13gCMp7X7lhikExIuIU4M0Dmu7IzKkD+ncDPgjsCExsmLOr9x8RW1OOu10pCdhDmQ38AvjPzLyy07y1GLsAv6w1vzwzf1v1rwR8GDh0mDXMBU4HPp2Zd7WJP8SaJgPvBl5LSYwe7smfTwOXAz+hHIv39BBvV8r725mSMD+UmcBPgWMy86a2capYy1SxDqEkmHeSlBstLgbOAC7MzKd7iS1JkiRJkiSpN8NdoJQkSZIkSZIkDSEi1o+I8ymJqq9h+CRsKJVtPwjcEhGfrKoI9xJ31Yj4NiXZ+b10TsKGkji9G/BN4O8t4+1DSfb8LvAqOidhA0wD3gdcFREfbBNvvIiItwPXU5J+m5Kw2863fEScAfwM2IXmJOxu5lkvIs4GLqMk7A6XhA2wIrAvcEVE/LhKnh6xKon9euATHdawHPA24MaI2GME8SZFxCeB24HPUaqJd/oOTQS2BT4P3BERW7aI96KIuBA4H9iH4ZOwoVTkfgvwl4g4oaoc37WI2ImyP4+juyRsgACmA4dR/j+0Y5uYkiRJkiRJkkbORGxJkiRJkiRJaikitgIuoVQjbms54LPA6RGxVMu4mwFXUBI+J/UQG2CFLmNNiIgvUirtbtBjLCiJwIuUiPgIJWm9m6TzbuZbDvg1JaF3JPNsR6nwvHePU+wLXFpVUx/JOvamVNleo8WwZYFzIuKVPcSbUsX7LNBrIvkkuvw8q/d3CbBDD3EmAocDF0TEql3G2wv4OfC8HuJJkiRJkiRJWoh6vVAvSZIkSZIkSYuliJgOzKC5AvbNwNnALcBs4LnA1jRXzN4XWBrYq8u4WwIXUxK562YDFwKXAvcDcygJq2sBWwEvA6Z0E2eA7wEHDdF3HaUC71+BmcASwCrACyiViregVOtdFO0KHDng9ZOUfTsDuBeYD6wNbEPnKugLfINyHCxwD3AucC3l81qRkoT7mqEmiIidqzH15P1ngIson/3twCPAMsA6wPbAzjy7KMt04NyI2DozH+1y/QNtCXyB8pkDPAb8CvgNZf88XcV+FbBTbewk4L8jYpPMnN1NsIiYTEmK3qihe17VN4OyTx+mfD9WoxyDLwXW6/J9LYj3JuDbDC5k8xQlmf4y4C5gFuWmhqmUfbxdbfvtgDMjYufMnD9MvNWBU4B6Be15lO/7gs91wWe1EqUC+Qspn8W0bt+bJEmSJEmSpP4zEVuSJEmSJEmSulRVsP4hgxNwHwLel5mnDjFuZeBYSiXrgfaMiPdl5lc6xJ0CnMXgJOxHgWOAr2TmY8OMnwjsCLwN2H+4WNX2H6Y5CXsGcERmXtFh/FrAfsB7O8Uah47gH0nkZwIfyMw7mzaMiKW7mG9t/rEvHwc+BpyQmfMatv1E05wRsSbluBuYhJ3At4DPDLU+4OiI2AA4EdhlQPvGlOTwA7tYf91/DljHKcDHMvPehu2+EBE7Ufbh5AHt6wCHAl/qFCgiJgDfZ3ASdlLW/9nMvKfDHJsDB1cxO8XbDDiJZydhzwe+DHwpM2cOMfTTEbEF8N+UBPAFXgEcRfnMh/Iuyk0MA50HHDrM5zpwzesBrwfe2WlbSZIkSZIkSf0Xmbmw1yBJkiRJkiRJi4SI+DhwdK35IWDHzLymi/FHAx+vNT8JPD8z7x5m3GnAG2rNdwG7Z+a1HRf+7LmmZubtw/RvAlwNTKx1HQd8KDOfaRFrIrDmMInMU4Hbas1vzcxTuo0xYK4ZlArQC1yUmTt0GLMDpdp1k69m5vt6WMcpwJsbuuZSPq+Le5jzF8ArBzTNBw7JzNO7HD+BkjT9xlrXVpl51TDjdqFUPm/yscz8jy5ib0/ZxwMrpN+YmRt3MfY9wPG15ieAN2XmjzuNr821EjAhMx8eon8ipUL59AHNc4A9M/OiLmMsBfyMZ1cCfxJYLzP/PsSYPwKbD2j6M7BlZj7VTcwB8wSwdGY+3macJEmSJEmSpJGpP1pPkiRJkiRJktQgIpYA3tPQ9ZZukrABMvPfKNVuB1oKePcwcTemVJce6Al6SMKu1nB7h00+zuAk7B9k5gfaJGFXsZ7upqrvOHQ58ME+z3lkj0nY2/LsJGwoVcm7SsIGqD63dwA31dfUdj2VH3WThF3Fvgg4u9Y8LSKeN9y4iFgS+GhD17vaJmFX65g1VBJ2ZX+enYQNJeG7qyTsKsaTwL6UmzMWWAr4wDDD1q+9/m7bJOwqdpqELUmSJEmSJI09E7ElSZIkSZIkqTv7AGvU2n6WmT9pOc97gKdrbYdWid5NPsLga7mf6SUJu5OqQvX+teYHgMP7HWuc+0hm1j+jkfgr8PUex9aTkW8EvtJ2kiq595ha8x7DHHdDebphTZ2c2tC2VYcxBwNr19rOzcxvt4zdrSNqr3+VmfUE8o6qZO96Fe/XDTNk+drrB9vGlCRJkiRJkrTwmIgtSZIkSZIkSd2pVyUGOKHtJJn5V+D8WvMUYMshhuxVez0HOLFt3C7tweBq2Cdl5uxRijce3dxL5eoOvp2Z2XZQRCwL7N4wV6vK5AOcW3u9LLB1yzl+2UVV9brLG+ky7NIAAAymSURBVNqmdRjzmoa2L7SM25WI2ADYvNb8zRFMWd/PG0TEWkNs+1Dt9f8ZQVxJkiRJkiRJY8xEbEmSJEmSJEnqzna113OB83qc60ddzE9EvBBYrdb8/zJzVo9xO9mhoe17oxRrvJoxCnNe2OO4bYF6xerf9bqIzHyActwOtEXLaS7qIe7dwJO15pWG2j4iAnhFrflvo5Agv8D2DW0972fgtoa2ofbzZbXXb4qIw6p9IEmSJEmSJGmcm7SwFyBJkiRJkiRJ411ELAdsVGv+Y2Y+3eOUVzS0NVXE3rahbSQJop3U4z2QmTePYrzx6Ko+z5fA1T2OHZScD3wjIp4awXqWqr1eteX4Xo+HWcDqA14PmYhNqZa9Sq1tNI/7pv380xHkQjcNHGo/f5tSiX6BCcBJwLsj4hTgf6oq+pIkSZIkSZLGIROxJUmSJEmSJKmzKQxOrrx+BPPdADzDs59a2JSo+ZyGtmtHELeT1WuvRzPWeHV/n+ebk5mP9Th27Ya26SNZTIMpLbd/qMc482qv65W+Bxrr475pP7+ozzGG2s9nAT8F9qy1bwp8GfhyRPyNkoh+RfXfP4zgJhBJkiRJkiRJfTSh8yaSJEmSJEmStNhbuaHtkV4ny8xngNm15noF4KHaHu417nAiYgUGJ8eOSqxxrv65LMz52iZJ92KZltvXE6pHw5gd95WFtp8zM4EDgNOHGbsucCBwLHAZ8HBEnBkR+0bEkn1fqSRJkiRJkqSumYgtSZIkSZIkSZ2t0NA2d4Rz1sc3xVixoW3OCOMOZSxjjWfzx9F8TTcALA7G+lhcqPs5M+dm5gHAbsDFQHYYsgLweuDHwC0R8Y5RXqIkSZIkSZKkIUxa2AuQJEmSJEmSpEXAow1ty41wzvr4phhN1ZSXH2HcoYxlLHXn8Ya2DTPzljFfydga62OxaT8vkZn9TsofVmaeB5wXEVOBPYHtge2ANYYZtg5wckTsAeyfmWNRsVySJEmSJElSxYrYkiRJkiRJktTZww1tk3udLCImMLjq70MNmz7Y0DYq1Xsz81GgnsS5KFVkXmJhL2AUzGxoW2XMVzH2xuy4r4yr/ZyZt2fm1zJzv8xcE5gKHAKcDNw9xLC9ga+O0RIlSZIkSZIkVUzEliRJkiRJkqTOZgJZa5s+gvmmMfj6bFMy6L0NbZuNIG4n9XibjmIsGJz4Db0nVE8ZyULGqfsa2p435qsYe2N93I/r/ZyZd2Tm9zPz0MxcG9gJ+FXDpodGxLQxXp4kSZIkSZK0WDMRW5IkSZIkSZI6yMzHgBtrzZtHxMQep3xJQ9sfGtoubWjbrseY3ajHWy0iNhrFeLMb2uqVwjuKiCWAdUe+nHHnsoa2V4z5KsbezQy+MeFloxhvkdrPmXlhZr4S+FatawLwuoWwJEmSJEmSJGmxZSK2JEmSJEmSJHXnktrr5YFX9zjXfl3MT2Zez+BqvXtFxEo9xu1kRkPbG0cpFsAc4Ola2/o9zLM1sMzIlzPuXAA8U2vbKyImLYzFjJXMTODiWvO6EbH9KIX8ZUPb60cpVj8dyeDjYzQrh0uSJEmSJEmqMRFbkiRJkiRJkrpzfkPbO9tOEhHrMTiBeyZw1RBDzqm9Xh54V9u4XfopML/WdlhEtK5S3Y0q4famWvPWPUx1aB+WM+5k5sMMTkh+HnDQQljOWDu7oe2IUYp1LXBbre1lETFuq2IDZOYDwEO15tG6SUOSJEmSJElSAxOxJUmSJEmSJKk7ZwN/r7XtGRG7tZzneKBe0fj/Zua8Ibb/EoOrRn8qIjZtGbejzLwT+EGteTXgxH7HGuAPtdcvjoiNuh0cEVsBB/Z3SePK5xrajo2IqWO8jrF2GnBHrW33iHhrvwNVNwQc3dD1rYiY3O94/RIRywD19T2wMNYiSZIkSZIkLa5MxJYkSZIkSZKkLlSJ0sc3dH03Il7QzRwR8Vlgj1rzE8AJw8S9hcHJ0UsDP4uITbqJW1vD1A6bHAPUk8IPiohjIyJaxpoYEet02OznDW1f6nL+dYEfAUu0WdeiJDN/DVxYa54CnBcR03qZMyKWjojDI+J9I17gKMnM+cDnG7pOiIh9284XEStFxMrDbPId4OZa2/Mp37M12sYbEPOjEdF4o0BETIuIT0TEqr3MT6mMX7+p4089ziVJkiRJkiSpByZiS5IkSZIkSVL3vgxcXWtbFZgREW8YalBETI6IbwKfbOj+aGbe0yHuvwK31trWBn5XJXouO9zgKiF6x4g4lcHJps+SmTcAH2ro+gDw64h4cYe1EhFrVEm+NwFv77D5WcDDtba9IuLk4d5XRLwe+D2wftX0RKd1LcLeBNxba5sGXF59/it2miCK7SLiOEql6ROA9fq/1L46GfifWtvSwI8i4sRuEqQjYtOI+ALwN+CFQ21XJX7vB8ytdW0LXBUR74yIpbuINykido2Ik6uY/wE8Z4jNVwCOAu6MiO9GxGu7jLFURHy0mnug+cDpncZLkiRJkiRJ6p96pQRJkiRJkiRJ0hAy86mIOAi4HFh+QNdqwGkR8e/AOcAtwKOUBMxtgNdQki7rzqW5ynY97iMRsQ9wcW2eFSnJmB+PiF9TEpPvB+YAKwFrAlsA2wGrt3ifx0fE1sAhta4dgSsi4hrgl5Tk8JmUitQrA9OBF1f/uioEkplPRMRngONqXe8A9oiIMyjJ749WMTYGdqckIi9wGrAGsH2373FRkpl3RcTewAXAwOT0BZ//JyPiN8AllITth4FlgMnAWsCWwFbAKmO57pHKzIyIN1OO640HdAXwTuBtEXEJMAO4h/K+l6N8HzcDXgps2CLenyLiEOAMYOKArucCJwKfj4iLgMso37PZVbyVgXUp+3lLmr/rw1kaeGP177GIuJpyzN8MPEI59peiHOMvAl5dvce6o7u4qUOSJEmSJElSH5mILUmSJEmSJEktZOb1EbEjJYm6nty8MXBkl1OdBRycmdll3KsjYjvgJ8Dzat0rAq+r/vXLm4H7aK6OvVn1r1+OB/YCdq61rwG8t8PYi4G3AT/v43rGncy8LCK2Bc4ENqh1L0dJzn31mC9slGXmrOq4PxPYoda9ZNVWbx9JvHMiYhdKZen693tlYO/q32hZFnhZ9a+NHwKf6/9yJEmSJEmSJA2nq4okkiRJkiRJkqR/yMwrgW2BX/UwfC7waWC/zHyiZdxrga2BU4FneogNpZJvN7GeycwPAwcAt/cYK4EHuolFScT+acv5TwVelZmP97C2RU5mXkOpNn4C8OQIp7ucRSR5PTMfAnYFjqJUe+/F45QK1t3Em0GpbP0D4Oke40E5/i8AfjtE/1x6fz8LPAocQbmpY/4I55IkSZIkSZLUkonYkiRJkiRJktSDzLw1M19JSRD9CSWpcji3Av8FbJCZn62Sj3uJe39mvhHYBDgZuLOLYbMoFbgPBNZpGe90YCPgMOAi4Kkuhl0DHANMy8yvdxnn8czcC3hDNX7ITSmJrbtn5hvbJrMv6jJzVma+G5gKfB64mu6S8h+n3DhwJLBxZm6TmeeP2kL7LDPnZeangPWAo4Hruhj2FHAh8H5grSqRvdt4d2fmwcA04CvADV0OnU35/8G/AlMzc+fqxo2mGNcDU4BXUf7fcDkwr8s4fwE+BWyYmV/strK+JEmSJEmSpP4Kr81JkiRJkiRJ0shFxJLANpRE59WA5YAHKRWhr8vMm0Yx9sbAdGDV6l9SKuXeQ0kgvSkzR1LZd2Cs5Sjvc40q1gqUJPRHgFuAv2Tmg32Isw6l6vjqwGTgMeA24PeZ+feRzv/PJCJWplTKXp2S2LsiZX8tOAZuBG7r1zEwXkTEc4GtKN+31YAlKBWmH6C85+v7WS29irdFFWsK5Ts+l5J8fRflu/a3kSRFR8RSwIbA84E1Kd+vJQfEuR34U2bO7PmNSJIkSZIkSeobE7ElSZIkSZIkSZIkSZIkSZIkqaUJC3sBkiRJkiRJkiRJkiRJkiRJkrSoMRFbkiRJkiRJkiRJkiRJkiRJkloyEVuSJEmSJEmSJEmSJEmSJEmSWjIRW5IkSZIkSZIkSZIkSZIkSZJaMhFbkiRJkiRJkiRJkiRJkiRJkloyEVuSJEmSJEmSJEmSJEmSJEmSWjIRW5IkSZIkSZIkSZIkSZIkSZJaMhFbkiRJkiRJkiRJkiRJkiRJkloyEVuSJEmSJEmSJEmSJEmSJEmSWjIRW5IkSZIkSZIkSZIkSZIkSZJaMhFbkiRJkiRJkiRJkiRJkiRJkloyEVuSJEmSJEmSJEmSJEmSJEmSWjIRW5IkSZIkSZIkSZIkSZIkSZJaMhFbkiRJkiRJkiRJkiRJkiRJklr6X9X+POH5G9goAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# create plot from analysis result\n", + "\n", + "x = []\n", + "y = []\n", + "\n", + "for key, value in sorted_d.items():\n", + " x.append(key)\n", + " y.append(value)\n", + "\n", + "plt.figure(figsize=(50,50))\n", + "plt.title(\"Phoneme coverage for \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\", fontsize=50)\n", + "plt.xticks(fontsize=50)\n", + "plt.yticks(fontsize=50)\n", + "plt.barh(x,y, align='center', alpha=1.0)\n", + "plt.gca().invert_yaxis()\n", + "plt.ylabel('phoneme', fontsize=50)\n", + "plt.xlabel('occurrences', fontsize=50)\n", + "\n", + "for i, v in enumerate(y):\n", + " plt.text(v + 2, i + .2, str(v), fontsize=20)\n", + " \n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From 5b7329e66d6b6bd559a13c3518fa3fb088da86dd Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sat, 18 Jul 2020 12:18:16 +0200 Subject: [PATCH 09/19] small import fix --- dataset_analysis/PhonemeCoverage.ipynb | 1316 +----------------------- 1 file changed, 17 insertions(+), 1299 deletions(-) diff --git a/dataset_analysis/PhonemeCoverage.ipynb b/dataset_analysis/PhonemeCoverage.ipynb index ce86943d..1fe9520a 100644 --- a/dataset_analysis/PhonemeCoverage.ipynb +++ b/dataset_analysis/PhonemeCoverage.ipynb @@ -55,12 +55,11 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# import stuff\n", - "sys.path.append(TTS_PATH)\n", "from TTS.utils.text import *\n", "from TTS.datasets.preprocess import load_meta_data\n", "from TTS.utils.io import load_config\n", @@ -74,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -95,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -103,7 +102,7 @@ "output_type": "stream", "text": [ " > Run name: thorsten-de (github.com/thorstenMueller/deep-learning-german-tts)\n", - " > Dataset files: 22442\n", + " > Dataset files: 110\n", " > Phoneme language: de\n", " > Used text cleaner: phoneme_cleaners\n", " > Enable eos bos chars: False\n" @@ -121,1298 +120,17 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - " 0%| | 13/22442 [00:00<27:31, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + " 76%|███████▋ | 84/110 [00:05<00:01, 15.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", "[WARNING] extra phones may appear in the \"de\" phoneset\n", "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 1%| | 193/22442 [00:13<25:19, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 1%| | 211/22442 [00:14<25:51, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 1%| | 227/22442 [00:15<25:31, 14.51it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may 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policy)\n", - " 17%|█▋ | 3903/22442 [04:36<21:23, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 18%|█▊ | 4057/22442 [04:47<21:19, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 18%|█▊ | 4117/22442 [04:51<21:19, 14.32it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 19%|█▊ | 4155/22442 [04:53<21:41, 14.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 19%|█▊ | 4197/22442 [04:56<22:09, 13.73it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 19%|█▉ | 4291/22442 [05:03<21:04, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 19%|█▉ | 4361/22442 [05:08<21:31, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4389/22442 [05:10<21:45, 13.83it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4403/22442 [05:11<21:38, 13.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4405/22442 [05:11<22:12, 13.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4449/22442 [05:14<21:00, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4457/22442 [05:15<20:06, 14.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|█▉ | 4463/22442 [05:15<20:32, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|██ | 4489/22442 [05:17<21:11, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|██ | 4495/22442 [05:17<20:55, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 20%|██ | 4549/22442 [05:21<21:39, 13.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██ | 4627/22442 [05:27<20:48, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██ | 4631/22442 [05:27<20:26, 14.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██ | 4653/22442 [05:29<20:24, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██ | 4741/22442 [05:35<21:23, 13.79it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██▏ | 4769/22442 [05:37<21:13, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 21%|██▏ | 4809/22442 [05:40<20:49, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 22%|██▏ | 4837/22442 [05:42<20:39, 14.21it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 22%|██▏ | 4849/22442 [05:42<20:49, 14.08it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 22%|██▏ | 4949/22442 [05:49<19:57, 14.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 22%|██▏ | 5021/22442 [05:54<20:08, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 23%|██▎ | 5135/22442 [06:03<20:08, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 23%|██▎ | 5147/22442 [06:03<20:48, 13.85it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 24%|██▎ | 5317/22442 [06:15<19:35, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 24%|██▍ | 5451/22442 [06:25<19:42, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 24%|██▍ | 5465/22442 [06:26<20:31, 13.78it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 25%|██▍ | 5513/22442 [06:29<20:15, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 25%|██▍ | 5579/22442 [06:34<19:36, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 25%|██▌ | 5617/22442 [06:36<19:29, 14.38it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 25%|██▌ | 5625/22442 [06:37<19:44, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 25%|██▌ | 5713/22442 [06:43<19:38, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 26%|██▌ | 5745/22442 [06:45<20:13, 13.76it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 26%|██▌ | 5777/22442 [06:48<19:41, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 26%|██▌ | 5885/22442 [06:55<19:35, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 27%|██▋ | 6063/22442 [07:08<19:23, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 27%|██▋ | 6091/22442 [07:10<19:38, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 27%|██▋ | 6127/22442 [07:12<18:31, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 27%|██▋ | 6147/22442 [07:14<19:09, 14.18it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 27%|██▋ | 6169/22442 [07:15<19:14, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 28%|██▊ | 6261/22442 [07:22<19:18, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 28%|██▊ | 6271/22442 [07:23<18:55, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 29%|██▉ | 6577/22442 [07:44<18:21, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 29%|██▉ | 6603/22442 [07:46<17:57, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 30%|██▉ | 6655/22442 [07:50<18:46, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 30%|██▉ | 6657/22442 [07:50<18:29, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 30%|███ | 6763/22442 [07:57<18:14, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 30%|███ | 6831/22442 [08:02<18:22, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 31%|███ | 6975/22442 [08:12<18:05, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 31%|███ | 6979/22442 [08:12<18:31, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 31%|███ | 6985/22442 [08:13<18:27, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 31%|███▏ | 7015/22442 [08:15<17:58, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 31%|███▏ | 7029/22442 [08:16<17:48, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 31%|███▏ | 7055/22442 [08:18<17:26, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 32%|███▏ | 7099/22442 [08:21<17:41, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 32%|███▏ | 7173/22442 [08:26<17:54, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "[WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 32%|███▏ | 7193/22442 [08:27<18:10, 13.98it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 32%|███▏ | 7243/22442 [08:31<18:16, 13.86it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 33%|███▎ | 7343/22442 [08:38<17:51, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 33%|███▎ | 7407/22442 [08:43<17:26, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 33%|███▎ | 7503/22442 [08:50<17:00, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 34%|███▎ | 7521/22442 [08:51<17:05, 14.55it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 34%|███▎ | 7523/22442 [08:51<17:15, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 34%|███▎ | 7559/22442 [08:53<16:57, 14.63it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 34%|███▍ | 7619/22442 [08:58<17:26, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 34%|███▍ | 7683/22442 [09:02<16:35, 14.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 35%|███▍ | 7767/22442 [09:08<16:54, 14.46it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 35%|███▌ | 7891/22442 [09:17<17:19, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 35%|███▌ | 7895/22442 [09:17<16:53, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 35%|███▌ | 7901/22442 [09:17<17:15, 14.04it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 35%|███▌ | 7917/22442 [09:19<16:50, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▌ | 7971/22442 [09:22<16:11, 14.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▌ | 8039/22442 [09:27<16:49, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▌ | 8063/22442 [09:29<16:53, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▌ | 8119/22442 [09:33<16:32, 14.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▋ | 8141/22442 [09:34<17:01, 13.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 36%|███▋ | 8163/22442 [09:36<16:55, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 37%|███▋ | 8207/22442 [09:39<16:27, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 37%|███▋ | 8239/22442 [09:41<16:20, 14.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 37%|███▋ | 8307/22442 [09:46<16:28, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 37%|███▋ | 8313/22442 [09:46<16:21, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 37%|███▋ | 8373/22442 [09:50<16:57, 13.83it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 38%|███▊ | 8603/22442 [10:07<16:58, 13.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 38%|███▊ | 8621/22442 [10:08<15:38, 14.73it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 39%|███▊ | 8659/22442 [10:11<15:44, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 39%|███▉ | 8703/22442 [10:14<15:47, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 39%|███▉ | 8745/22442 [10:17<16:21, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 39%|███▉ | 8767/22442 [10:18<16:03, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 39%|███▉ | 8839/22442 [10:23<15:52, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 40%|███▉ | 8883/22442 [10:26<15:24, 14.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 40%|███▉ | 8939/22442 [10:30<15:44, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 40%|████ | 8985/22442 [10:33<15:45, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 40%|████ | 8987/22442 [10:34<15:52, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 40%|████ | 9079/22442 [10:40<15:19, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 41%|████ | 9183/22442 [10:47<15:33, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 42%|████▏ | 9391/22442 [11:02<15:35, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 42%|████▏ | 9437/22442 [11:05<15:07, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 42%|████▏ | 9465/22442 [11:07<15:31, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 43%|████▎ | 9593/22442 [11:16<14:46, 14.50it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 43%|████▎ | 9641/22442 [11:19<15:00, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 43%|████▎ | 9749/22442 [11:27<14:51, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 43%|████▎ | 9757/22442 [11:27<14:43, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 44%|████▍ | 9823/22442 [11:32<14:44, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 45%|████▍ | 10031/22442 [11:47<14:29, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 45%|████▌ | 10101/22442 [11:52<14:37, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 45%|████▌ | 10175/22442 [11:57<14:14, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 45%|████▌ | 10195/22442 [11:58<14:19, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 45%|████▌ | 10201/22442 [11:59<14:12, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 46%|████▌ | 10285/22442 [12:05<14:53, 13.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 46%|████▌ | 10295/22442 [12:05<14:19, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 46%|████▌ | 10307/22442 [12:06<13:54, 14.55it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 46%|████▋ | 10401/22442 [12:13<14:14, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 46%|████▋ | 10421/22442 [12:14<14:02, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 47%|████▋ | 10441/22442 [12:16<14:05, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 47%|████▋ | 10459/22442 [12:17<14:18, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 47%|████▋ | 10551/22442 [12:23<14:07, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 47%|████▋ | 10587/22442 [12:26<14:09, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 48%|████▊ | 10687/22442 [12:33<13:42, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 48%|████▊ | 10727/22442 [12:36<13:36, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 48%|████▊ | 10745/22442 [12:37<13:42, 14.23it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 49%|████▉ | 10941/22442 [12:51<13:37, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 49%|████▉ | 10969/22442 [12:53<13:06, 14.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 49%|████▉ | 11075/22442 [13:00<13:27, 14.07it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 50%|████▉ | 11109/22442 [13:03<13:52, 13.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 50%|████▉ | 11175/22442 [13:07<13:16, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 50%|████▉ | 11205/22442 [13:09<13:06, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 50%|█████ | 11291/22442 [13:15<12:41, 14.65it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 50%|█████ | 11323/22442 [13:18<13:30, 13.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 51%|█████ | 11397/22442 [13:23<13:09, 14.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 51%|█████▏ | 11507/22442 [13:31<13:05, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 52%|█████▏ | 11625/22442 [13:39<12:28, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 52%|█████▏ | 11653/22442 [13:41<12:42, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 52%|█████▏ | 11777/22442 [13:50<12:05, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 53%|█████▎ | 11959/22442 [14:03<11:54, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 54%|█████▍ | 12137/22442 [14:15<12:00, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 55%|█████▍ | 12307/22442 [14:27<12:30, 13.51it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 55%|█████▌ | 12375/22442 [14:32<11:51, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 55%|█████▌ | 12401/22442 [14:34<11:30, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▌ | 12535/22442 [14:43<11:38, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▌ | 12555/22442 [14:45<11:06, 14.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▌ | 12565/22442 [14:45<11:12, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▌ | 12603/22442 [14:48<11:37, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▋ | 12627/22442 [14:50<11:12, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 56%|█████▋ | 12663/22442 [14:52<11:51, 13.74it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12699/22442 [14:55<11:21, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12703/22442 [14:55<11:20, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12707/22442 [14:56<11:10, 14.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12717/22442 [14:56<11:57, 13.56it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12773/22442 [15:00<10:43, 15.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 57%|█████▋ | 12871/22442 [15:07<11:02, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 57%|█████▋ | 12883/22442 [15:08<11:13, 14.20it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 58%|█████▊ | 13037/22442 [15:18<10:47, 14.54it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 58%|█████▊ | 13055/22442 [15:20<10:29, 14.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 59%|█████▊ | 13129/22442 [15:25<11:21, 13.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 59%|█████▉ | 13201/22442 [15:30<10:26, 14.74it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 59%|█████▉ | 13259/22442 [15:34<10:37, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 59%|█████▉ | 13339/22442 [15:40<11:51, 12.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13363/22442 [15:42<10:45, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "[WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13367/22442 [15:42<10:11, 14.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13407/22442 [15:45<12:35, 11.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13423/22442 [15:46<13:03, 11.51it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13449/22442 [15:48<10:56, 13.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|█████▉ | 13451/22442 [15:49<10:48, 13.86it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|██████ | 13485/22442 [15:51<12:30, 11.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|██████ | 13511/22442 [15:53<11:00, 13.52it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 60%|██████ | 13535/22442 [15:55<10:23, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 61%|██████ | 13593/22442 [15:59<10:36, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 61%|██████ | 13637/22442 [16:02<10:48, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 61%|██████ | 13685/22442 [16:06<10:10, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 61%|██████ | 13697/22442 [16:06<10:48, 13.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 62%|██████▏ | 13909/22442 [16:21<10:23, 13.68it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 62%|██████▏ | 13983/22442 [16:27<10:30, 13.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 63%|██████▎ | 14171/22442 [16:40<09:32, 14.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 63%|██████▎ | 14173/22442 [16:40<09:37, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 63%|██████▎ | 14187/22442 [16:41<09:54, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 63%|██████▎ | 14201/22442 [16:42<10:34, 13.00it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▎ | 14257/22442 [16:46<09:42, 14.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▎ | 14273/22442 [16:47<09:37, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▍ | 14339/22442 [16:52<09:47, 13.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▍ | 14365/22442 [16:54<09:00, 14.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▍ | 14449/22442 [17:00<10:09, 13.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▍ | 14463/22442 [17:00<09:13, 14.42it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 64%|██████▍ | 14473/22442 [17:01<09:15, 14.34it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 65%|██████▍ | 14481/22442 [17:02<09:28, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 65%|██████▍ | 14487/22442 [17:02<09:46, 13.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 65%|██████▍ | 14529/22442 [17:05<09:27, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 65%|██████▌ | 14593/22442 [17:10<09:03, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 66%|██████▌ | 14713/22442 [17:18<08:52, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 66%|██████▋ | 14903/22442 [17:32<08:33, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 66%|██████▋ | 14907/22442 [17:32<08:41, 14.44it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 66%|██████▋ | 14923/22442 [17:33<08:38, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 67%|██████▋ | 14949/22442 [17:35<08:48, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 67%|██████▋ | 14955/22442 [17:35<08:44, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 67%|██████▋ | 15091/22442 [17:45<08:39, 14.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 67%|██████▋ | 15099/22442 [17:45<08:38, 14.17it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 68%|██████▊ | 15161/22442 [17:50<08:35, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 68%|██████▊ | 15219/22442 [17:54<08:33, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 68%|██████▊ | 15245/22442 [17:56<08:37, 13.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 68%|██████▊ | 15305/22442 [18:00<08:31, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 69%|██████▊ | 15403/22442 [18:07<08:17, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 69%|██████▉ | 15445/22442 [18:09<08:19, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 69%|██████▉ | 15491/22442 [18:13<08:02, 14.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 69%|██████▉ | 15515/22442 [18:14<08:01, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 70%|██████▉ | 15633/22442 [18:22<07:56, 14.30it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 70%|██████▉ | 15699/22442 [18:27<07:38, 14.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 70%|██████▉ | 15701/22442 [18:27<07:36, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 70%|███████ | 15755/22442 [18:31<07:45, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 70%|███████ | 15795/22442 [18:34<07:57, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 71%|███████ | 15923/22442 [18:43<07:14, 14.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 71%|███████▏ | 16021/22442 [18:50<07:30, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 71%|███████▏ | 16043/22442 [18:51<07:27, 14.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 72%|███████▏ | 16139/22442 [18:58<07:06, 14.76it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 72%|███████▏ | 16207/22442 [19:03<07:05, 14.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 72%|███████▏ | 16263/22442 [19:07<06:57, 14.79it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16281/22442 [19:08<07:07, 14.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16291/22442 [19:09<07:20, 13.96it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16311/22442 [19:10<07:24, 13.81it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16341/22442 [19:12<07:14, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16351/22442 [19:13<07:17, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16375/22442 [19:15<06:58, 14.49it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 73%|███████▎ | 16419/22442 [19:18<06:49, 14.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 74%|███████▎ | 16507/22442 [19:24<07:06, 13.91it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 74%|███████▎ | 16529/22442 [19:25<06:53, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 74%|███████▍ | 16587/22442 [19:30<06:45, 14.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 74%|███████▍ | 16705/22442 [19:38<06:42, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 75%|███████▍ | 16723/22442 [19:39<06:34, 14.48it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 75%|███████▍ | 16739/22442 [19:40<06:27, 14.71it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 75%|███████▌ | 16899/22442 [19:52<06:27, 14.32it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 75%|███████▌ | 16937/22442 [19:54<06:25, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▌ | 16963/22442 [19:56<06:33, 13.94it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▌ | 16965/22442 [19:56<06:33, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▌ | 16993/22442 [19:58<06:26, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▌ | 17077/22442 [20:04<06:19, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▌ | 17083/22442 [20:05<06:18, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 76%|███████▋ | 17117/22442 [20:07<06:19, 14.03it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 77%|███████▋ | 17183/22442 [20:12<06:32, 13.39it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 77%|███████▋ | 17327/22442 [20:22<06:15, 13.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 77%|███████▋ | 17335/22442 [20:23<06:09, 13.82it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 78%|███████▊ | 17453/22442 [20:31<05:55, 14.04it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 78%|███████▊ | 17483/22442 [20:33<05:45, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 78%|███████▊ | 17493/22442 [20:34<05:47, 14.24it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 78%|███████▊ | 17539/22442 [20:37<06:04, 13.45it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 79%|███████▊ | 17643/22442 [20:45<05:36, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 79%|███████▉ | 17675/22442 [20:47<05:37, 14.12it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 79%|███████▉ | 17687/22442 [20:48<05:39, 14.01it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 79%|███████▉ | 17697/22442 [20:49<05:27, 14.47it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 79%|███████▉ | 17729/22442 [20:51<05:21, 14.67it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 79%|███████▉ | 17747/22442 [20:52<05:36, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 80%|███████▉ | 17871/22442 [21:01<05:24, 14.10it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 80%|████████ | 18023/22442 [21:11<05:06, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 81%|████████ | 18083/22442 [21:16<05:06, 14.23it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 81%|████████ | 18205/22442 [21:24<04:17, 16.43it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 82%|████████▏ | 18361/22442 [21:36<04:51, 13.99it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 82%|████████▏ | 18371/22442 [21:36<04:39, 14.54it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 82%|████████▏ | 18395/22442 [21:38<04:50, 13.95it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 83%|████████▎ | 18521/22442 [21:47<04:35, 14.26it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 83%|████████▎ | 18551/22442 [21:49<04:34, 14.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 83%|████████▎ | 18561/22442 [21:50<05:08, 12.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 83%|████████▎ | 18675/22442 [21:58<04:35, 13.70it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 83%|████████▎ | 18691/22442 [21:59<04:21, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▎ | 18761/22442 [22:04<04:10, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▎ | 18781/22442 [22:05<04:18, 14.16it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18799/22442 [22:07<04:13, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18847/22442 [22:10<04:04, 14.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18875/22442 [22:12<04:09, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18905/22442 [22:14<04:06, 14.37it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18915/22442 [22:15<04:13, 13.93it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 84%|████████▍ | 18919/22442 [22:15<04:06, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 86%|████████▌ | 19253/22442 [22:38<03:30, 15.14it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 86%|████████▋ | 19371/22442 [22:47<03:35, 14.27it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 86%|████████▋ | 19411/22442 [22:49<03:25, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 87%|████████▋ | 19425/22442 [22:50<03:42, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 87%|████████▋ | 19473/22442 [22:54<03:26, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 87%|████████▋ | 19489/22442 [22:55<03:32, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 87%|████████▋ | 19503/22442 [22:56<03:32, 13.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 87%|████████▋ | 19599/22442 [23:03<03:24, 13.90it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 88%|████████▊ | 19675/22442 [23:08<03:23, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 88%|████████▊ | 19747/22442 [23:13<03:41, 12.15it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 88%|████████▊ | 19749/22442 [23:14<03:34, 12.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 88%|████████▊ | 19857/22442 [23:21<03:00, 14.33it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 89%|████████▊ | 19875/22442 [23:22<02:56, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 89%|████████▉ | 19951/22442 [23:28<02:53, 14.40it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 89%|████████▉ | 19981/22442 [23:30<02:51, 14.35it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 89%|████████▉ | 20073/22442 [23:36<02:46, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 90%|████████▉ | 20119/22442 [23:39<02:44, 14.11it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 90%|████████▉ | 20149/22442 [23:42<02:47, 13.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 90%|█████████ | 20205/22442 [23:46<02:37, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████ | 20347/22442 [23:56<02:32, 13.69it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████ | 20425/22442 [24:01<02:24, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████ | 20433/22442 [24:02<02:22, 14.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████ | 20469/22442 [24:04<02:18, 14.29it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████▏| 20487/22442 [24:06<02:18, 14.13it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 91%|█████████▏| 20509/22442 [24:07<02:17, 14.10it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20583/22442 [24:12<02:10, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20663/22442 [24:18<02:02, 14.53it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20681/22442 [24:19<02:00, 14.61it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20683/22442 [24:19<02:00, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20719/22442 [24:22<02:01, 14.22it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 92%|█████████▏| 20731/22442 [24:23<01:57, 14.57it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 93%|█████████▎| 20775/22442 [24:26<01:58, 14.08it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 93%|█████████▎| 20797/22442 [24:27<01:56, 14.18it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 93%|█████████▎| 20889/22442 [24:34<01:49, 14.19it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 93%|█████████▎| 20919/22442 [24:36<01:43, 14.77it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 93%|█████████▎| 20973/22442 [24:40<01:45, 13.88it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 94%|█████████▎| 21011/22442 [24:43<01:42, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 94%|█████████▎| 21027/22442 [24:44<01:42, 13.84it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 94%|█████████▍| 21089/22442 [24:48<01:32, 14.60it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 94%|█████████▍| 21153/22442 [24:53<01:34, 13.66it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 94%|█████████▍| 21155/22442 [24:53<01:34, 13.64it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 94%|█████████▍| 21177/22442 [24:54<01:28, 14.25it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 95%|█████████▍| 21249/22442 [24:59<01:24, 14.06it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 95%|█████████▌| 21337/22442 [25:06<01:15, 14.63it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 96%|█████████▌| 21463/22442 [25:15<01:10, 13.80it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 96%|█████████▌| 21575/22442 [25:23<00:59, 14.59it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 96%|█████████▋| 21625/22442 [25:26<00:56, 14.46it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 98%|█████████▊| 21933/22442 [25:48<00:36, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 98%|█████████▊| 21983/22442 [25:52<00:31, 14.47it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 98%|█████████▊| 22055/22442 [25:57<00:28, 13.78it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 98%|█████████▊| 22071/22442 [25:58<00:25, 14.36it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 99%|█████████▉| 22199/22442 [26:07<00:17, 13.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 99%|█████████▉| 22217/22442 [26:08<00:15, 14.41it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 99%|█████████▉| 22237/22442 [26:10<00:14, 14.02it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 99%|█████████▉| 22251/22442 [26:11<00:13, 14.50it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - " 99%|█████████▉| 22277/22442 [26:12<00:11, 14.72it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|█████████▉| 22359/22442 [26:18<00:05, 14.28it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|█████████▉| 22397/22442 [26:21<00:03, 13.89it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|█████████▉| 22407/22442 [26:22<00:02, 12.31it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|██████████| 22442/22442 [26:24<00:00, 14.16it/s]\n" + "100%|██████████| 110/110 [00:07<00:00, 15.16it/s]\n" ] } ], @@ -1434,14 +152,14 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Dataset contains 49 different ipa phonemes.\n" + "Dataset contains 39 different ipa phonemes.\n" ] } ], @@ -1462,7 +180,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -1470,11 +188,11 @@ "output_type": "stream", "text": [ "5 rarest phonemes\n", - "ð --> 1 occurrences\n", - "θ --> 2 occurrences\n", - "œ --> 7 occurrences\n", - "ʌ --> 9 occurrences\n", - "ɹ --> 30 occurrences\n" + "y --> 1 occurrences\n", + "ø --> 2 occurrences\n", + "( --> 2 occurrences\n", + ") --> 2 occurrences\n", + "j --> 4 occurrences\n" ] } ], @@ -1488,12 +206,12 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] From 06e76e1d49d58cf47ee58c58342ca13d2fa1715b Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sat, 18 Jul 2020 20:32:20 +0200 Subject: [PATCH 10/19] Added phoneme frequency percentage in plot --- dataset_analysis/PhonemeCoverage.ipynb | 31 +++++++++++++++----------- 1 file changed, 18 insertions(+), 13 deletions(-) diff --git a/dataset_analysis/PhonemeCoverage.ipynb b/dataset_analysis/PhonemeCoverage.ipynb index 1fe9520a..60b07f00 100644 --- a/dataset_analysis/PhonemeCoverage.ipynb +++ b/dataset_analysis/PhonemeCoverage.ipynb @@ -55,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -94,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -120,17 +120,17 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - " 76%|███████▋ | 84/110 [00:05<00:01, 15.92it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + " 76%|███████▋ | 84/110 [00:06<00:01, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", "[WARNING] extra phones may appear in the \"de\" phoneset\n", "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|██████████| 110/110 [00:07<00:00, 15.16it/s]\n" + "100%|██████████| 110/110 [00:07<00:00, 13.77it/s]\n" ] } ], @@ -152,14 +152,15 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Dataset contains 39 different ipa phonemes.\n" + "Dataset contains 39 different ipa phonemes.\n", + "Dataset consists of 2620 phonemes\n" ] } ], @@ -175,12 +176,15 @@ "sorted_d.pop(' ', None)\n", "sorted_d.pop('ˈ', None)\n", "\n", - "print(\"Dataset contains \" + str(len(sorted_d)) + \" different ipa phonemes.\")" + "phonemesSum = len(phonemeString.replace(\" \",\"\"))\n", + "\n", + "print(\"Dataset contains \" + str(len(sorted_d)) + \" different ipa phonemes.\")\n", + "print(\"Dataset consists of \" + str(phonemesSum) + \" phonemes\")" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -206,12 +210,12 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" ] @@ -242,7 +246,8 @@ "plt.xlabel('occurrences', fontsize=50)\n", "\n", "for i, v in enumerate(y):\n", - " plt.text(v + 2, i + .2, str(v), fontsize=20)\n", + " #plt.text(v + 2, i + .2, str(v), fontsize=20)\n", + " plt.text(v + 2, i + .2, str(v) + \" (\" + str(round(100/phonemesSum * v,2)) + \"%)\", fontsize=20)\n", " \n", "plt.show()" ] From 937bed72df24e139469aa0c5f14154de4e0a59a7 Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sat, 18 Jul 2020 22:07:52 +0200 Subject: [PATCH 11/19] newline output of percentage value in plot --- dataset_analysis/PhonemeCoverage.ipynb | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/dataset_analysis/PhonemeCoverage.ipynb b/dataset_analysis/PhonemeCoverage.ipynb index 60b07f00..66bd5b9e 100644 --- a/dataset_analysis/PhonemeCoverage.ipynb +++ b/dataset_analysis/PhonemeCoverage.ipynb @@ -127,10 +127,10 @@ "name": "stderr", "output_type": "stream", "text": [ - " 76%|███████▋ | 84/110 [00:06<00:01, 13.58it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", + " 75%|███████▌ | 83/110 [00:05<00:01, 15.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", "[WARNING] extra phones may appear in the \"de\" phoneset\n", "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|██████████| 110/110 [00:07<00:00, 13.77it/s]\n" + "100%|██████████| 110/110 [00:07<00:00, 14.99it/s]\n" ] } ], @@ -215,7 +215,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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" ] @@ -246,8 +246,9 @@ "plt.xlabel('occurrences', fontsize=50)\n", "\n", "for i, v in enumerate(y):\n", - " #plt.text(v + 2, i + .2, str(v), fontsize=20)\n", - " plt.text(v + 2, i + .2, str(v) + \" (\" + str(round(100/phonemesSum * v,2)) + \"%)\", fontsize=20)\n", + " plt.text(v + 2, i - .2, str(v), fontsize=20)\n", + " plt.text(v + 2, i + .2, \"(\" + str(round(100/phonemesSum * v,2)) + \"%)\", fontsize=20)\n", + " \n", " \n", "plt.show()" ] From 8bcd5cc1d759328aecc40098b5a0ea228403b566 Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sun, 2 Aug 2020 18:13:54 +0200 Subject: [PATCH 12/19] Adjusted code to mass refactoring on dev branch --- .../dataset_analysis/PhonemeCoverage.ipynb | 286 ++++++++++++++++++ 1 file changed, 286 insertions(+) create mode 100644 notebooks/dataset_analysis/PhonemeCoverage.ipynb diff --git a/notebooks/dataset_analysis/PhonemeCoverage.ipynb b/notebooks/dataset_analysis/PhonemeCoverage.ipynb new file mode 100644 index 00000000..03a76b12 --- /dev/null +++ b/notebooks/dataset_analysis/PhonemeCoverage.ipynb @@ -0,0 +1,286 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Jupyter Notbook for phoneme coverage analysis\n", + "\n", + "This jupyter notebook checks dataset configured in config.json for phoneme coverage.\n", + "As mentioned here https://github.com/mozilla/TTS/wiki/Dataset#what-makes-a-good-dataset a good phoneme coverage is recommended.\n", + "\n", + "Most parameters will be taken from config.json file in mozilla tts repo so please ensure it's configured correctly for your dataset.\n", + "This notebook used lots of existring code from the TTS repo to ensure future compatibility.\n", + "\n", + "Many thanks to Neil Stoker supporting me on this topic :-).\n", + "\n", + "I provide this notebook without any warrenty but it's hopefully useful for your dataset analysis.\n", + "\n", + "Happy TTS'ing :-)\n", + "\n", + "Thorsten Müller\n", + "\n", + "* https://github.com/thorstenMueller/deep-learning-german-tts\n", + "* https://discourse.mozilla.org/t/contributing-my-german-voice-for-tts/" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# set some vars\n", + "TTS_PATH = \"/home/thorsten/___dev/tts/mozilla/TTS\"\n", + "CONFIG_FILE = \"/home/thorsten/___dev/tts/mozilla/TTS/TTS/tts/configs/config.json\"\n", + "CHARS_TO_REMOVE = \".,:!?'\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/thorsten/___dev/tts/mozilla/TTS\n" + ] + } + ], + "source": [ + "cd $TTS_PATH" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# import stuff\n", + "from TTS.utils.io import load_config\n", + "from TTS.tts.datasets.preprocess import load_meta_data\n", + "from TTS.tts.utils.text import phoneme_to_sequence, sequence_to_phoneme\n", + "from tqdm import tqdm\n", + "from matplotlib import pylab as plt\n", + "\n", + "# extra imports that might not be included in requirements.txt\n", + "import collections\n", + "import operator\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Load config.json properties\n", + "CONFIG = load_config(CONFIG_FILE)\n", + "\n", + "# Load some properties from config.json\n", + "CONFIG_METADATA = load_meta_data(CONFIG.datasets)[0]\n", + "CONFIG_DATASET = CONFIG.datasets[0]\n", + "CONFIG_PHONEME_LANGUAGE = CONFIG.phoneme_language\n", + "CONFIG_TEXT_CLEANER = CONFIG.text_cleaner\n", + "CONFIG_ENABLE_EOS_BOS_CHARS = CONFIG.enable_eos_bos_chars\n", + "\n", + "# Will be printed on generated output graph\n", + "CONFIG_RUN_NAME = CONFIG.run_name\n", + "CONFIG_RUN_DESC = CONFIG.run_description" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " > Run name: thorsten-de (github.com/thorstenMueller/deep-learning-german-tts)\n", + " > Dataset files: 101\n", + " > Phoneme language: de\n", + " > Used text cleaner: phoneme_cleaners\n", + " > Enable eos bos chars: False\n" + ] + } + ], + "source": [ + "# print some debug information on loaded config values\n", + "print(\" > Run name: \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\")\n", + "print(\" > Dataset files: \" + str(len(CONFIG_METADATA)))\n", + "print(\" > Phoneme language: \" + CONFIG_PHONEME_LANGUAGE)\n", + "print(\" > Used text cleaner: \" + CONFIG_TEXT_CLEANER)\n", + "print(\" > Enable eos bos chars: \" + str(CONFIG_ENABLE_EOS_BOS_CHARS))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 77%|███████▋ | 78/101 [00:06<00:01, 13.03it/s][WARNING] 1 utterances containing language switches on lines 1\n", + "[WARNING] extra phones may appear in the \"de\" phoneset\n", + "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", + "100%|██████████| 101/101 [00:07<00:00, 12.87it/s]\n" + ] + } + ], + "source": [ + "# Get phonemes from metadata\n", + "phonemes = []\n", + "\n", + "for phrase in tqdm(CONFIG_METADATA):\n", + " if len(phrase[0]) > 0:\n", + " tmpPhrase = phrase[0].rstrip('\\n')\n", + " for removeChar in CHARS_TO_REMOVE:\n", + " tmpPhrase = tmpPhrase.replace(removeChar,\"\")\n", + " \n", + " seq = phoneme_to_sequence(tmpPhrase, [CONFIG_TEXT_CLEANER], CONFIG_PHONEME_LANGUAGE, CONFIG_ENABLE_EOS_BOS_CHARS)\n", + " text = sequence_to_phoneme(seq)\n", + " text = text.replace(\" \",\"\")\n", + " phonemes.append(text)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dataset contains 39 different ipa phonemes.\n", + "Dataset consists of 2481 phonemes\n" + ] + } + ], + "source": [ + "s = \"\"\n", + "phonemeString = s.join(phonemes)\n", + "\n", + "d = {}\n", + "collections._count_elements(d, phonemeString)\n", + "sorted_d = dict(sorted(d.items(), key=operator.itemgetter(1),reverse=True))\n", + "\n", + "# remove useless keys\n", + "sorted_d.pop(' ', None)\n", + "sorted_d.pop('ˈ', None)\n", + "\n", + "phonemesSum = len(phonemeString.replace(\" \",\"\"))\n", + "\n", + "print(\"Dataset contains \" + str(len(sorted_d)) + \" different ipa phonemes.\")\n", + "print(\"Dataset consists of \" + str(phonemesSum) + \" phonemes\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "5 rarest phonemes\n", + "y --> 1 occurrences\n", + "ø --> 2 occurrences\n", + "( --> 2 occurrences\n", + ") --> 2 occurrences\n", + "j --> 3 occurrences\n" + ] + } + ], + "source": [ + "print(\"5 rarest phonemes\")\n", + "\n", + "rareList = dict(sorted(sorted_d.items(), key=operator.itemgetter(1), reverse=False)[:5])\n", + "for key, value in rareList.items():\n", + " print(key + \" --> \" + str(value) + \" occurrences\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Q31xKkrf88suv4XlVngG//PLLL786vyjXAPvxSFz7N/ntpMhvJyR/25f2Cxjp61lg6w6+wU7YYmpegf5h4L0lfO9Jyd/Wo70RR/qaA3yiw/I/FPPOl/fdnwLelzOtgVg9wyaSF+RIezqwYyT+dbHd6FnjuY8OJqbYjv6zC3w7TcItXmG735fWRurtri/lSOsDwGMF0rgd2C5jGucFYWeRUuoV+D4L0riAeW3GsKMxY9E8fdjg9SA5lf80URZjnj6ytIcJkTiPxhTyRevHo8A7Oqyjn6P9QlH6mga8Owk7Kct7tkl/Kcyood2CUewaoMvKFLpsgI15S7+uQLzTgI8XeJ8wnsnJ863IsAGgJt/0zXxH4h4I60jyfH7gtznT+AcFFihT/dNRZDMyC6+/kVOhTJOFCGxzyHG0NkCLfs/km51Ia2P1dtc1TfI7tYQ6MDHDd1mVHskPtFDmA+8g3/j8GrBnN/u2jO+0E9k2Bg1erwIHtvseOdJfEFs8LDJO3gps0OPvNXjqRjofx5cQ5w/ItiA1eE0FNmvVN2RIdyAIN9DkdxMKtq+2eaq6TVFTA2zMI9wjOd79VeDzvWwLkXcZVvOhjHV0H7JvXFLMCGH+IH4BvkV2GXkucEQJ5fWzIN5fZ+gjilyT8rQ9YDEa56LtrinAmILfYRzwK/L1v4PlcCqwRM70pgTxTE2eL4ydpJD7e2Iblc/psJz+nLGPKnJNyPBdNgQuKRD3HMwwJLMzByrWnTZJf9AAe8/g+TQybsbGjEPTYZ8iaRcMAwNseqwvjMQxuZvhgjjeAdxY4D1fx+amozotGzqYX0bSGIV5aE6H2ypj/hbE9Ejt8pG+BkiMeijBALuX5RFJuw5rDMtgG9mypj03KbMFi753JxclGGDTY/0l8Hlsg3uR/k0xw859Crzn5DCuTts/Fct3WfIYCTMxEm5iqv33TMdDxbr7ktpgJbqNIA+rUg8d4SG01xcPROKcEn6f5PlYrG/K+i6vA/8TiX9F4PIc8TwDbJSzDLYnnz4jvGYD3yXnGNqmPGqts42Ue5Frciq+qSXEN7FJXrs2/2zzjSZE4vlYr8rIL7/86r9rFI7jOI4zlMUiz6bniUBEPoF5kFk8R7ClgItFZOM8aSXpHYTt+l87b1hsR/DZIvLVAmHDfGyB7ahfJ0ew0cCvReSjBdKbT0ROwgy/Vmj3+wjLAWeIyJEFwqbzsQhwGfCeHMEWA85Pl3fy/39jxwZlZQ1gQERi9bYlIrI1Zpy4T96wCfsA14jIGgXDF0JERonIT7DF0k7SXjRjekdiu4pXKpDG+sC/ROR/Mvz298H9fMCHC6Q5yHtp7M/CNBpI6vN52FG8efqwQVbD3vngAmHT+VgH60/ytIc0W2LeTIqyMnCJiBxQJLCIfB/4BebhNCtLAxeISHg0eZH01wKuwRSPowtEsT1wfdKv9x0isgvWnxbJ/9LACSLyi+R4vE7ysR22GDS+k3jqiogsgHlcOjRn0J2BC5PjIPOkNw7zZn0kQ49TzspuwNUislGBsOl8jMbGoE9jRlx5wo7FDME/Bv2pj6iL/JD0lReTb3xeEJN7d+kk7U5I8n0h+fqFccCUZI7RafrLY/3SVyg2Tm4EXCUiu3WalxxsgfXNaQaKRpa04SnA4dgJQllZFbhcRDYvmnad6dc2VQZJmV6GHe2elXHAz0Xke93JVXOG8XyoXT4+jL1znrnv+zEvoINxCKY/+A7ZZWQBvi8in8mRboy9gvu/dhhfx4jIUsCVwB45gx6I9aN501sa8x73SfL1v2Dl8GHgShHpSLYWkYUw4+N9C4RdAhuD3tvmp7VFRPbA5to7Fgg+Gjv5aiA5hr2TfPRUd9qECzHDyUGWJnt7CHUep6rqnFJyVTF1kfd7gYh8DOuXNi0QfH5sbvqXpF8pmofC88smvA0z4h3kSaw82+VjQcxL4iE587E9cEXSP3ZEVeVRozWGJTDj63fkCYaV2XlJGfYVFekvNyGjHNyEJYCzROSwDuIAutL+ey7flUWv56NV6+7LoA66jbrIDMn69kkU0xfH4huD6aAPyRFsfuBUEdk1Fc94rD1ulyOeZYBLRWRCjjCrkU+fETIG+Cbw1+TdO2Ik65fKpsr5p6pOxQzL0+za+EvHcRyj4wHEcRzHGT6IyKrEJ9zTckSzK7ZjfVBh8iLwT+zYumcwY5sJwO6YV8w0CwG/F5EtsirtE+PAkyN/UmxB5e+YJ9c52GTnXdgxNWmFlgBHi4iq6k+zpBthZcyT3qDyag42KbgM8yr+OqbA3AEzVA4VaseIyL8Sgb4tiVHcuZgxVcgT2GLazZh3nNeBJTHl2q4MNXgR4CgReVZVf50l7QinMFQxfCP23R/CdtAvjy1s7cFQY6txwB9EZFMS5Q22mAS24/gyTOn8BPY9J2CLtmG9eQtmLPuprBkWkYlJHkPDm7mY0eJVSf6nYxPflTGF5k4MLbu1MSO6zVX1pazpd8ipwP5N/nY7dnzwA1jZz4eV/XqY8c4m5FBmJorzoyJ/moOVz8VY/R6DKTh2A7YO0hgL/ElE3lDVM1okdwHW16QXSSZhx+wWYVJw/zpmONGUxLhxgPhCxwPYO9+GefqYg9XbLbD3Tud7PuAkEXlaVf9WIO/jMCPwpVLPbsfq7AOYh6xlsaMp358hPsU8af8X89A/DTvq7g3sqPm3JO+xQ5L39Hv8VkRuV9Wbs2ZeRL4AHBH50yyszlyGtesxWNt6N/B2rH8YA/wf5iGvECKyHqbYiy1+XQf8Bzte8wWsfq6ALdDtiikKB1kea9+bquqjRfPTgkcwT6qDLEmjovAu7Ls1C9+AiOyALRrG5nq3JH+binl+XQHr297N0HcH84IyGihqbLM85pkg3c9eh8kEDwMvJ+mvR7Z6nIX0N837PQd5qs3f05yMtZtB7sHa6d1YP7EY1u/uiy1IptkO+CKQSe5Ixv2/Ysekh7yMlet1WP4XxTzov5dGw7QVscXhzVT1gSxpRzgK85Y3yPPYe1+PyXqD4+auWP+T5nBsLA15FKsbdwJPY332uORd1sA2o2xD+4WhO5m3cXA8Q/uB2cnf2/FKsz/USH7YGJN9xib3MzDZ7wqsDszB6v/ONH7vMdgYtb6qvlgg7cKIyDaYd5+xwZ8UW3S+kHly++D4sB3zvt1xxMeXrOkvl6SzauTPt2Meee5gXh1aFqt3u2Hj5SCLYIsib8szPnbA9pFnN3QQ38+A2AarV7EyuAqrRwti3+o92FG6YG3wXMxgrJvMYugYuR5DZZQXaDIOFqQv21RJLI6Vabp/vRmTRR8GZmLz6J2SK5QvviEiz6lqUZm9CMN1PtSKzTHPboPxTsfa6zXMG3vXBfbD5s1p9heRc1X1TKwPTS+iP4zNw27HjhZfHNvIuR+Nhjk/FpELsuos0ojIBsDqqUcvY3P9kPuZZ4y6PI3y06205/mM2RqD1f30htebsZNKHsS+8ZKY/mEfGg3fP5R817OyJJYYhV1GfIPts5iBw21YeS6Flee+mOyWZj3MCHtjVc36riG/wcp5kCewDXL/TdJfFOv/92wMyjHYZqSQe7H2cDdWl2ZiXrYXx+atG2DfMpxzhKTLeA2G9k2vYnWkHU3lfRHZH+tDwo2As7A6eS0mi7yI5X8C1ve9Pfj91sA5IrKDqs7OkKeQnupOm6Gqc0TkVCDtlOJgTF5rioishI2JaWK62b6jRvJ+10mMJ38Y+dOr2Fh6PWa8/DLWB66J6dVDndmewO+ADxbMSifzyxh7B/fnq2qWcH8mPld9Duujb2VeH70+NjYMGiuvi+nHC1NVedRsjeFUhjq2eRTTK92FtbnlMJloLxrllHdiZRhu+KotNdJf3oPV77uYV8dmYfPe8Vh574y1xTezD/xARP5bUPc9SNntv6fyXYn0dD5ate6+RCrVbdRIZtgZO811kJlYGQ4wr/6sjNX7hTPG+ROGjgt3YfPG+zC5dSmsTuzL0P5oNHBysrnkDUxfvVryN8X6vH9h/fsMTNewK4367qWA48nn9CvNU9g69V3YOshLmIfphTBd34bALsn/0+yOzbu/VjBd6B/9UtnrKN3SyXd7/tmO6xmqY4npaB3HcYyqXXD75ZdffvnV+UX8GJSBAvF8MRLPTGChJr+fFPn94FHeczGjoqbHJ2GLerGjvz+YMb9rYAqhMPx/gS1bhFsXM84Ow80CNi/4vdPvcSGwZovwG2ET7zCOE3KU1Xci4R/FjNhGtwg3BvPUGX63mcCmGdIdCMK9nvr/g8A7W4TdDJuQhfn+H4YeCfevNt/vIBqP5HuDjMftYUrJWD5OBsa3Cbs65m09DHtmt9t5kv5XImkrplDZIkP4lYAvYAYJk9v8dtvId1ZMebRWi3DbYJPzMNwLGb7vMZFwbetlJJ5VkjqRjudPGcJNiaR/B7agIS3CLYgpuWYFYZ/PUi9pPJ4r/d0fAt7TIuxoIscjYovH/8CMU5bO+N2WBn5J45GP/83x7dci3q9fRItjCDHF1A2p378WiaNp+FQ8CyVlFoY9H1i3TdjlscWeMOy1dHCEa45vN6nIOwdxLEX8aLuHgV1ahFsZU6LG+pe9MqYdhkvX41uBbVqEXaCO3zOIbyCIK13PnwT2bRF2YeAPkfy8QMZjcrE+JlY+vwEWaxHuIOLHml9LhqNViRzFmSrbOdhiWVRODMsWW5AI5Y9Xkzy2bWOYwvRdwGnA5Rl+PyVIa2qHdaoS+YH4cZbp+ncKsEKb8M9F4jis7HbX5j0WIC4f3AO8rUW4jWg/PkzMkP4obMEjDPsf2hxJjinvf0bj+PggsEgPvt2ZQbov0UIuaRPX9pH3UOCPtJAXknp0f6tyyJj+QBBuIGO4qUG4KR18z0rbVFnvQsGjktu8+2PAbi3Cro0tIsfiWLvbbSHJw7CeD7Woo+l59y9pomfBxsrjIuHvxgxuB+dIrwKfoInuABvz/hOJ58SC5faNIJ4zulXHW8QXtr103b8H2LFF2GWIj+N35Uj/hEj4OcD3aSILY3O9rwblP3idkzHdKZE0033554H5WoRPy3Kr0DiGPAPskTEvC2GGkReQbX4+EKQ10GEdWJ/GY9lnA0cDy7QJG85XB6+fZEh3UiRcL3WnsfQ/nPr7OpE6smKbOI8Iwlwd/P3iMM2C7XRKwbKeXDD9yvSFkXCTuxxuJxr1Zq9h885F24SdyFC5cPD6dJGyoeD8ssVv7gvibyrbtGknczEDtOicnXneMtO6wFBGHqhzeSTh67LGkO7nXge+3Cx9zGj2d5F8K3Bglvcu66Kg3oEK9ZfYCZFXAR8l+3rKwsC3k/JNp/lMszYSiWNyJM8dtX+ql+9y98FUPx+tVHdfYtvbnmp1G3XSEabl+7OAVXK2oylBfDNT33Ya8P4273J3JE+HY/PWwfsbgc1axLMLjXK60mI9IQg/CZvjfwPYKGOY0cCHML1+Os25ZNAt1KE9l9ieJpXZniN1amrBeHo6/2wSR6jLUGCNXpaPX3751T9X5Rnwyy+//PKr84sSDLAxw7twoqHAJS3CxITywQnKARnT3T8S/uKMYf8ZCXs9LQyRUmEXIG6EcVvB7z14nUg2RdfqNE7uXwTGZQi7DY1K2auyvHcqjrcm6aXjuDBDuIEm730nsHyG8G+LTJieTv3/NLIZhMUmPUdkfPcLg3BzgP1zfDvBFClh+k2N/su4sB27MQOAY7PUuSCu0bRWxAhxxckFwNgM8S+JbYQIw5/fJtyGkTC/LPCtYvWj6eaAJMx+kTB/yfK+qTh2ptEI+1cZwk1t0q7ups3CZ4s4M/cHkbAHRvKyc8awf4+EPYMWizapsAsTN/QYvCZkiONXkXBfy/n+kyNx7Ff0e+ZId1KRdw7i+E0kjgfJthFAiC/gZFpMaVFuV9JmwbCu3zOIb6DJ+z0ArJrx+8aU6x/OEHZCpG9R4BsZ8745jWO+Al8u2B4Uk0OaKuCbxPWeSDwHFiyPLPLSlCCtqR3WqUrkB+LK/MHrmxnTfjuN8td9nXyPAt/vW5H830mGTUKYwjxm9Dl4TcwQx9ci4Y4jhyEztlmgozGm4Ld7KEjz6oLxSPLNw3f4Wcbwy2OL2NFyyBjHQBBuIGO4qUG4KR18z0rbVFnvQrcILXMAACAASURBVHkG2IPX48BbMoRfADN2DsM31RuU2BaG/XwoQx39XMb3i8kcg/Pul2mz8SSJYwlMDkzH8SIZjWyCuK4L4mk7fhat4y3iC9ve4HUdsGSG8PM3KdO3Zwi7bSTcG2TXm72HuCzYdANgKuyUJu/9CrBdzm/46Ug82xcsjyyy3ECQ1kAH5T8qUn6vADvkiGMsjXrImbSZa1G97jSW/oeD34Ry1uFt4gwNXD8a/L1fDbAr0xdGwkzOmGbucJhX29Bo7Glgwxzvuhi20Todx7R2bTtWNszrE3PNL5vEv14Q78vA/Bne5flInj6TMc33EZdPMvVbFZdHHdcYZgO7Z0z7R5Hwz+fJfwl1bkqQ/tSM4SrTX3byfTAvtbODND/WQX47av9UKN8l4Yv0wROb5FnpzXy0Ut19GRf10G3UUUf4i4Lfc0qT+J4kw0ZrzMN1aNT/LPPGl8tosbkiFc+HInn4TcZ3WITijgrGY85r0umeljFspe25rIv6GmD3dP7ZJNyekTz8Ty/Lxy+//Oqfq/IM+OWXX3751flFhwbY2PFtzYwamnpUaSKUZ57opuK5Ngg/mzYeLbDF1zDdF4GVcqS7GHGj85aGhk2+t5LRm2Qqnh9H4tgpQ7i/BWEep4W3nBbxxCa0b20TZiAS5nXyKYXD/A9ed2edBGEL/6FHz39nCLdFJN2vFvh289Go5MnkgarohRmnh3kvtGs3Q1q7R9J6mAyKklQcq9G4yWAubZQ22CaKdJhnyWEEncQRLgY+TAujDEzhdXsQ5hZaeAJrEVdo/D0DWLZNmKmR7z0b2KSbdapNnkJvm1m81K1B3DtoZiMN7Ijtl5r0ERPahF2JRk8sxxd8/3Bh/aYefPNJed85CL80jcrOOcDGOeIYgx19Huaj7WJKkzKbTo5xuU7fMxLfQCS+WbTw3hGJI1wMVuDUDOF+Ggl3ds78fyASx8O0WWCh+QLZTwt8w88GcbxGDrmpQHpTgvSmdhBXZfIDzZX5eevA6ZE4Vu/W94+8dyhzz6KNZ68gjuWIe3NX2hhgA+MwA4R0mAsKvstvg3ieJKeckjO9sTSOrX8uGNdOkW93FfmM0DemiYFJxvADQbiBjOGmBuGmdPBNK21TZb0L5RtgT8yR9lKYjB7GsUHZbSBId6TMh5rV0czvSnzcGrwOzhHP1yPh2+osgjhWYmg/NpsM+ouidbxFfGHbUzJ6JU/FsWskju9mCHdWJFxevVmsLK7KEG5Kk3qQybAwiOtnQRz3dlImGdIbCNIb6CCu90e+QW5jL0yPGMoUx7QJM6lJGXRdd9oi/dAA+9Dg7/e0iG/74LevEpwIQh8aYFOxvjCS9uSM6eUOh3nWT4d5A9i6wLu+hUYdTMuNQrGySa7c88sm8Yfe2bN4Ew3nqQqckjPdHzR5r4Gal0fd1hgU+HbOtC+LxJF7jOugzk0J0p6aIUy/6y9/EqR5XcZwpbd/KpTvkrBF+uCJTb5D1+ejVKy7L7EOVqrboJ46wmvJYETfJM4pTeLM5JAnieP4JnFMA5bLEU/4PR7tUZ0KnYbMJpujt8rac8nvP6nM9hypU1MLxtPT+WeTPLw18m2+3et8+OWXX/1xjcJxHMcZsYjIW0TkMMzYapvIT67HBP88vIQdXZeHPwb3Y7Djxlvxmciz76nq41kTVdUXsaP8ssSdha+r6pwcvw/fG2CzVgFEZANgt+DxEao6PUe6g5yGGaqm2btAPKeq6n9z/P7sJs+PUtXXskSgqq9j3sfSvFVEpE3Qrwf39wPHZEkzSH82plxPs6uIzJ83riyIyATMQ3OaacAnu5Ee8TbwFVV9NWsEqvoQtskgjWC7llvx++B+KWyXcSZE5B2YMjHNFFWd2yLYe7DjiNN8PinnvByDedgZZAFMkZuXU1X15gLhyuKU4H7bDGE+ipVxmiNUdUbWRFX1CRrrTVa+iBmqDfIS8T4+C0cF95uIyKoF4+oVh2L1Lc2JqnpL1giSMeyzkT8VHRePyTMu9yGnqeqNWX+sqncCNwWP2437CwCHBI9nAZ/Lmm6S9unYAmea8cBeeeJJeBlbOMvLIsH9iznlpiqpm/wwF/PonIfccmeJ7I15GEpznKrelTUCVX0a+G7B9A/GNqkMMpd4X5eFozBl+yDLE59HlcWqNI6tRfvVj0WefUlVNfI8SjKmhLLacKDf2lTZnK2qA1l/rKrPER8HPlFWhkJG2HwoxhvYMc5Z074eeCTyp3vI14bPijzbNEd4sLlcuh+7vKD+ohv8QlVj36kZ/8TqXZp2stxKNOpZnsFOhsjDMTTqb7YRkbzlAXaCy/EFwoWy3HMF4qiKUJYbUNUz80aS6BF/ETx+b4H89Ep3mpXTMUPqQdYSkbc3+e3Bwf1Zqvpy9Jf9Rd3k/a4gImOBLwSPT1HVa/LGpaoPYqdopSnSHorOL2OE89u/ZggTyi+vY0bRefge5sU6F1WWR03XGB4nv04wNq/rmkxaEv2uvwx1xpuIyLiCcZXZ/gfpunzXBXo1H61ad18WVes26igzfFVV3ygQrhkXq+o/c/y+2ZrvsYk+r2g8K4vIMjnCF+Xv2CbzQcYAWxWMa6Trl8qkDvPPxyLPJvQ6E47j9AdugO04jjN82VxEbmly3SMiz2GLLj8Elo2EfxzzBpN50ppwhqq+lDPMdZFna7cJ867gfibwu5zpAvwZO5ouzQ4iMjpnPPflWbROuIOhCxzQ/r3fF9y/TH4jeSDZym0TyzQTC0SV97vHjEpfxjzudhLPIpgHiSiJEdvuweMpHSgmLgzuFwC2LhhXO96DHZOd5oQCba0tifJ/++DxU8BfCkT3G8xYIE3YdkP+D1vsSDMpR5rhbxXbcd2KsF3dp6qX50hzXmKmsLwseDyxQFRF+rMyCRdOVhSR8W3C7Bjcv0CxejMFU1TlJSzHMzpYCL4K896cZmLBuHpFrG39Km8kSd2/I3i8oYgslzcq7CjF4cxvC4QJZZ612vx+C2Dx4Nl5BQ3bY/WhXZ8c43RVfaVAuFBJupyIhBtmakdN5YdLVfWBnGGKyNtlEduIVKT9TME2IOQlHB8uTQwjc6Oqj2JHFKeZWCSujKwceZbbuCMhHKfvLGLcQfUySjfotzZVNkXa46k0yuxFNh1mZSTNh2JcnNOQBOxEn5Df5zRMeAAzCkqTt54XMYbrFbnqfjL2h5vv2n2PHWmsu6fkMeZP0p5NPL9F6lOuepAilOU2FJHFCsTTU5INHKEBw0kdRPm34H5CAWO3XulOM5HMm8MNF6GhNSKyKI1yVd/P+Woq73eLt2HeS9OU2R62LmA4VnR+OQQRWQGbPw8yh8b8hWHGYydVpTkvp7EYiUORmPFUO6osjzquMZyaOF3Jk/btwNXB4/VFZJUC6feKftdfhjrjMcDmBeMqpf0H9EK+K5tezUer1t2XRWW6jZrKDPep6hUF029GGWu+kF9OjMXT9faYOG8K22BR2W2k65fKpPL5Z+KAIHTUVWcZw3GcCnEDbMdxnOHLQtjRKLFrLWDJFmFvwY6VfbhAukWMFmOTkaZCtIgsjx2rl+YyVQ0NqduiqjOB84LHC2PfKQ+5J7jJpG5q8Ljd5CFcCL4pr2IyIDQ+2SRn+NeAG3KGidWrawp4G54aeRYaqaXZCgiVzv/JmeabJPXtxeBx3u+XlYmRZ6FXk7LYlEYvuucW8VKqqk8C/w4ery0iS7UI8wJwbvB4l6TdtyTxtvH+4PHlGYyswnZ1Vbu02tBpu5oBFFEaNkVE5heRnUTkSyJysoicLyKXi8iNsY06wDmRaJoaYCfKx7DfvCTpY3ORGJbm8v6dLHiHi96dtO+5NPZV3WrfHZNsGgq9MtytqqEhdVZiG2KyeEFPc7+qxjwEDBdmEFeOtiOUeUaLyMItfh/77jFvlFn4K7ZhrV387Qg3mWTl2uBegD/XfGEU6ik/5Ja3EyOC0NirV0rrcNHi7jzerwdJvt1AnjCJwUHYPxYuv4ROx/k8LBp5lstoD0BEVmeoF3BoXOjLRLKw2U9eT7PQb22qTF4BLs4bKPECe0nw+C1d9E41MfJsWM6HmlBkQT027w7zUiSeVnPuISTGmjsEj+tigP1AwQ1toSzXrt2XKcudkTH+dpQlyy2EyXKt9It1IJzvQ2eyQEy/0HVZjpy60wKEBjLvF5GFgmcfBNJeTh+gWP9UN+oo73eLsD3Mxk7ALErYHhYA1s0ZR9E+KWQvhnp2/XeiY2xFzLgqpg/LQpFwVZZH3dYYoFEfnJXYt6/Lpoch1FF/KSKjReTtIvIZETlRRM4TkctE5IYmOuOYzrqd045mlNX+B+mVfFc2XZ+PVq27L4sa6DbqKDMMFE2/Bbnku2S8DTeS3KeqeR0ITI08yzz/TCMiG4jIQSJyrIicIyIXi8i1zRzXARsEURTt10ayfqls6jL/DE/uDj1zO47jALYr0XEcx3EGeQQ7hvTYAsawg4Q74LMQTjCh9eQidsRqXiPgNNfT6DV3U+CmHHEUeW9ofPdWSpLRNCoPN0omh0UJJyqLich8Ocr/4QIL0TGPDvfnjKNZPK3qTWxh8lciUsST4iDh8Xqh8qcswqPtp6lq0TrXjm60r4mpe8GUSK0MPX6PLewNMho4APhJm7TeR+Pkt+UuexFZkcYjo3bpsF2FxuJ568VtZR0Zl3iXPQz7Np0qbVopu9YB5gue5elDQ24m3zFrsfb9TREJj3LNQ+iZt1vtuwzWxhRQaTpttyGbkm9BsZPy7wceLigrNZN5mnn8Ka1PVtVZInIbQ72CrS8i8+dccClUtqp6i4jczNCFhM2Ae0XkDMyo6NI8R5/2iDrKD53Inem+ouvK/GRz1DrB49C7VB5uBHbO8fvNaDSkPFhEihyJPUi4CNPN8SF2lHORNrJh5Fmn4/Q7OwhfN/qmTXWBWzuQO2/CPFOn2Qy4qLMsRRlp86GQsubLZcSTp57vCoxN3d9cwJN3t+i6DichrE+zgVuLJKyqD4vINCC90SFWX1tGQ9w7ehb+ATwJrJB6tgvwoIj8CTMsv7IDfWK3iMly54pI5HFheiHL5dWd5kJVrxCR+5k3D14Y2A/TzwwSesUu6k29btRR3u8WsXe9roP2MDbyLO+7lqU7CE9cyGLMG9M7FZ2r3IKdepHnVM1KyqOmawxzKDg+Eq9Dm5H/tM1eUBv9ZeLs5DBMB5/31LuQQgaSlK877JV8Vza9mI9Wrbsvi6p1G3WUGcpuRzNU9YkC4V5m6NpcL9Z8h5A4YfgscBCNJ1zkpWi/NpL1S2VTl/nnDIaWR7gO5ziOA7gBtuM4zkhlJnaM7HTgXkyxeAXmRbrTo6OKeKGeHVEshsqANLEJaG4veinuzJhGK3K/d0I4MWj13kvRaECyRHKVyZJA1qMW23kSaaBJeeeOh8ZvB62/X+wI97xeWdqR15NZVpYN7v/bpXSgHu3rYuBRhh7lNIn2BtgHBfcvA2e3CROrF8vRueI5Td568UwZiYrIt4AjaPTKUJRWSp/YO07tIK12XstDYuW4egfpx+hW+y6DOrTbkFLqcY0pa9yHfDLPrALHGKa5k6EG2KMwOSKPR5JOyvZTmGeWdL+0APCR5JolItdjHpWuBa7Ie/xzF6ij/NB1uVNEjgL2zBn/Cap6QvBsGYZ6ogO4J2e8ae7O+ftY+a1CucdFdnN8iBlwFDGWrXqcrju9mMvVlbLbYzhvKYuRNh8KKWu+XEY8eep5aAxXF+/XUF67b7e+Epb11A49jN7JUK+leevSK6oaevDKhKrOEJHPYAvd6bF9MUzG+xTwmohcjclx15LNA223ickCeU+9a0fXZbkCutMi/B74fur+4OQZIrIeQ08VmQv8oeT0q6KO8n63CN91PqpvDx3rDkRkEWDH4HF44mWMUL6YQ9zbfFuSPvIRYLUcwaoqjzquMTzSwfiYWSYtaGS+W0FjxBi10F+KyMcwPXvsxKUiFDUULFt32Cv5rmx6tbYYMrVgupBTJyAiFwIr5kzjUFUNN8JWrduoo8xQdjsqKruH9bEXa75vIiLbYrJpWX1q0X6tn3S2taZG88/QCZ3bWDqOE8U7B8dxnOHL5ao6sYJ0e+HpJqYMnN5BfDFhPO8RNr14714p6xfM8duy3nu4fL883y4TySJCONnu5gJm5e1LVeeKyB+Ab6YeryciW6rqdbEwIjKBxuMzT8+wuNyLehEuarTjpU4TFJHjMQVEmbRSdsXqTcxDV1byhu3L9l0ilbfbCB3X45rTK89+Ydl20q6gednmMcAuXLaqeo2I7A78H3GDobGYN5k3PcqIyF2YovVPqtqJoWBR6ti/9KL+jSf/4n94AgTEPcb4+JCdmLfrvHIFVD9O1526eWvtJWXXg6JeopoyEudDEUqpo730TCwi8wG7BY/rZIBdlSzXSV2Cxvo0v4iMy2FU3ZGMrqrniMiHgd8Q9/w1DtgpuQDmJiegnAmcpqqPdpJ+QeooC9R13PkDcBTzNoC9XUTWTE4cCL1f/1NVH+tp7rpHHetIt6jju5ahO9iFod6fb1XVqRnChXLLyx16de+XuUod1xh6JZMWMXCPeRYvSuVtUES+Bvy45DSLbggqW3dY1/G1HVWtqfZSJ7AesGrOMAtHnlX9HpW34Qh1bUe9nHvuAFxA/BS5ohTt1/pJZ1t7ajL/DNtkoQ3NjuMMf0ZVnQHHcRzHKcAikWevdhBfLGwsjaop2wvFSKNfv1/ME8UrXUyvLu1rSuRZ6OE6zSQaPWyenCGdOtaLcEd1LhKFRMz4+nngd9jC6TuACdj7L6iqkr7I57EH4l62Ozl6b2bO39exHHtJXdptmo7qsfMm4XfvpFybhc9VtqraUdmq6sXA2sAPgWczBFkXOBK4S0TOEpG8/VOnjPT+pVN60T+1ot/LL/a+RQx4qh6nnfpStbyQhZE6H+p3JjLUa9jDqlrE62S/UzdZrmMZXVVPw2S5XxE/JjzNKOx4+h8BD4jISSKyTKd5yEm/ywI9Q1UfB/4ZPD4o2VBxQPA8i76lXxhJdaR279rp/DJh7+A+64afXvTRraiqPGpXD+js28cMoeoqa1X67UXk7cSNr18FTsP0yROBNbC8jgNGRfTGpVBS+3eyMVx0AlW/Rx37zxHdjkRkCeB0Go2v52Jy7eHYRq31MWcgCwOjI/3a5T3MtpODGsw/Qz1sp/Ki4zjDFPeA7TiO4/QjMQE7tvMxK7Gw7YT4Koh5wDtdVT/Y85z0J7Hvt66q5j3KvtfEdrDHdv+XRS3al6o+ICJXANulHn9QRL4YHkkpdg7vgUEU96jq1RnyF6sXP1bVwzKErR3JwujRkT/9CDhKVWPvGyOvcVfMW0Qnix15j8CMvdeuqnpRB3noJ2rRbp2uEH73Tsq1Wfiel62qPg8cISLfwjxUvBPr7zemuXcpAfYF3iUi+6nqP3qS2f6VH+pCL/qnVsTK75N9dOxm7CjZvJ5zofpx2qkv/SAvjMj50DBgr+C+Tt6ve8nLDPXCOVxkuceBT4vIVzCDhh2xTb4bMM97csh8wCHAe0TkPap6U08yG5cFFgz1Cs6bnAzsmrr/CHATsGzq2XMMrzY9kuT9GQz16Pi0qvalR8RBRGQMjScunJsxeC/m262oqjzquMbQybePeTytq6xVtf7y2MizKcAXVTXTKR0iUheP/k4+hotOoOr3GEkyQ79wBBAa2N4A7J+c4pIV79tqTFXzTxGZn0Y5I6ardRzHcQNsx3Ecpy+JHeHbyVHHsbDPdxBft4h5iSxigDFS6cvvp6ovi8hshirku7nTvk7t62SGGmAvjnm1+XPwu4mYN+c0v8+YRl/WixZsD6wQPPtfVT08Zzx5v0Gs3nRyJF/esMOtHPNSp3brlEtYtotFf5WdWpVt4u3oH8k1qNTcAng78O7k31BvsShwtohsqqr39iCbI7J/UdVJ2OkSnRJbxO2kHucN2+/l93Dk2coF4ql6nHbKp+hxuCFlt8dMhht5GOHzoX5mz+B+OBlr5uEFhtaBTupSLPxMVa3sCORkg+9fkgsRWRjYGpPhdsHkuvAU1uWBv4nIBqr6XA+y2UwWeKIHafcj52EG1oNj/UrAL4LfnKaqnXib7DZ5x8h+lxfz8CxDjc3q6MkzL9sztG98RFVvzhg2lFsWERFRVS2YlyJzlSrKo451vicyaZnemwtS2bcXkTWAzYPH56tqqxMnY1RdV5xiVKoTUNUJHaSVpmrdRh37z5FOuHnoUeCdqhoz1m9F35RjiTrbvqOC+WdMBxvT1TqO4zR0Po7jOI7TD0yLPFu3g/jWizyLTaSrZhoQKoBXrSIjfcrTkWf98v2eCu437GJadWpfZ9F4vHhMKRw+ewM4JWMa/VwvYrwruH8D+H6BeN6S8/ePRp51Uk83yvn74VaOealTu3XKJSzbsSKyegfxhWU7lxoZganqTFW9UlV/pKo7YArSr9O4eLoQ8N0eZWuk9y+dEpNf1+4gvnVy/r6vyy9ZGAi9/xYxwK56nHbmMTu4L2pIXZYR/FodhI215W55Ahqp86G+REQ2A1ZJPXoBuKKi7FRNWJ9WSzacFSWsT7WqS6r6iqperKqTVXVrbMz9IRB6m14e+FqPstXXskCvSQyr/xQ8XjG4P7lLyVc1Ro6kOhK+61gRCTfx9xt7B/fn5Qgbyi1jgELz7cQr8PicwaoqjzquMYzvYHzspUzaKVX2N6HOGOCoAvHk1Rk79WC46ASqfo+RJDPUHhFZl0Yd2S/zGl8np8oW0bU5FdOD+edKkWcPFYjHcZwRgBtgO47jOP1I7JiYcPd+HraIPLuxg/i6QnI86q3B47VEZLkq8tOHXBt5tl3kWR25OrhfRkQ6MZZoRbfblzZJowFVfRU4I3j8ThF5UxkiIosA+wa/uUhVn8yYv/tpND58m4g0O7aq7qwS3N+nqjHFYDu2yfNjVX2ERsOYrQuki4iMIt4vt6Kf23cZ3EvjZoVhPy6OEErrk0VkLI0LC7fX2Xudqj6nqkdj/Ul4hPDuHRowZWWk9y8dkXjlDI9i3ayDKPOGvQHbaJCm38rvtuC+iAH7jdimrDRFx+nFyG8I78wjNKgvenTzGp1mJGHjDuTeWHvslrwwIudDfcxewf2FyakXI5GwrMcAGxeJSETGA8sGj2sto6vqY6p6BLAzjeNQOI/vFi7L5aeVgfXNqnpLl9KtaowcSXVkOL5rJycuxPrQonOVjYG8MlUl5VHTNYYxwFsLhu2lTNopVbbBUGf8uqreUCCeXDpjpx7UQHdfFlXrNobjONrPhP0awL8LxLMJsECHeXFqQBfmn7E+IpShHMdxADfAdhzHcfqQxJjwweDxDiKS+4igxBgpVNS+QqOhQ134V+TZPj3PRX9yGRAu+u6e7G6uOwORZwd0Ka2baNwdvHcRw4xEcf+O4PE9qprH22q48DcK+Ejqfj9gXPCb32eNXFXnApcEjxfGJuj9yNLBfW7PtkmbCD0IZeGa4H7Lgp563wnkXfS5jUbvNtuJSFneIWuNqr4BXBc8XkdE1i8Y5fsjz64qGFdVxIx8+nFjRey7v69gXHvQqEzui3JV1XuA3wWPx9HaO1lYB4qWfz/LD3UhHB/WEZHcBrwisgQwMU+YROYIF9/XEZGYR9q6cn1wv6qI5DJISja1/Td4vHuykS0vH8AMJHpJWe25DoQe/XN7kEvmsIUWmSMsDOxUIA+LRsI9qKox79FlMBB5NlLmQ/1IaICdxxhukAZZrk83yZYpy/WtjK6q/wbODx6vLiLhXD5NWX2/69Fyoqq30nyjSLe8X0N1Y+RIkveHVXsQkU0Y6nV6OnB5jijCeQrAewtmp8h3rLI86lgXiugiIZ7vWNnWgSr1lx3rjBP26zQjTmVUqbsvhRroNkaSzNAPhP0aFOvbPtBpRvqcstdRKtfhFZx/xgg3h81l+G+odxynIG6A7TiO4/Qr/wju5wcOKhDPB2g8mvLSxJitjsQWLr8iIr02gug7VPUlGhfuV6Z7C/dlcgGNk9aP5zW+yYKqzsYUSWmWp5gS/GM0KrH+mTM//wHuCx4fmPr/pOBvz5LvuFGIt6vDc8ZRF14N7mNKqHbsDxQ58vT0yLOvFogndxhVVRrLfRzw+QLp9yvhuAjwibyRiMg7gA2Cx7cV9KReJaG3ZDAjs37jOhoNEfYQkfAY8Cx8KvIsV59cMaEXZYDFWvw+rAOFyr/P5Ye68PfIs48WiOdAYGyBcLFx/rAC8VRFzHigyHG/4Tg9Dvh0ngiSRcUqxtZS2nNNuCe4XyvxvJWHDwELlZQfKNYeD6BxU0+srZfFiJ0P9RsishpD+6iZFKsbw0WWu4RGz1sHiEiuNpzofGJttZ/qU1Wy3J006hS2FJEdi8Q3gogZWs8E/tTFNCsZI0eYvH858GLwbF8RWbOKzJRAODZfmIzjmUg8wt4ZPN5LRMLTBloiIgsCH84TJqHK8qjjGsMBeU+5ShwPhB6Z71DVR8vLVnlUrL8MdcZLJJ6MMyMi29PZiVZOtVSmuy+ZynQbI0xm6AfCfg1yroeJyOLAweVkp28pe+5dFx1e3vlnjNAA+w5VDU+idRzHAdwA23Ecx+lffhV5dqSIZDYaTBZrfxz50/8WzlWXSYxRB4LHbwF+1vvc9CXfizz7qYjk9qrTSxKl8WnB42WAX3cpyeMjz36aZ3ewiKxKo3GTAscVyE/o0XotEdk2WZB4e/C3P+VZbEk4Hbg/ePYOEfliznjqwJPB/VoiMiFr4MRL308Lpn0OEBrpflREMh/DJyKTMC8aRfgRjYY5XxeRrQrG12+cTKO3xk+ISGYjvWShLTYG1nZcbMELkWe17utjqOpM4KTg8fzAz/PEIyLvA0Ijk4fJv2GlSmIyXitPq2EdWDzxoFyEvpQfasS5NI4PnxGRtbNGICLLAN8qmP5xNG5k+LCIFPVu12suwTyspAk96mbhd8Cs4NmRecoB+AZQhffwsD33c9sLN7FOAgAAIABJREFUPbKPIYcXucQQ7chScwTvSzZgZc3DksDkyJ9OKC1HAT4f6itC79eXFlygHC6y3BPAX4LHywHfzhnVF4Cwv/6Pqt5cNG8VEMpyim2gbkZYB1YTESmY9vcjz04qcpLeCOJErMzS10qqGmubZVHlGDki5P3Ec+ixwePRwB/zGr7WhDJOXAjllwWAo3PG8Q1ss1YuqiyPmq4xrAx8LWeYX0aedU0mLYmq9JehznhBcswrEzn4N6XmyOk1Vevuy6Jq3caIkBn6hLBfg/wn2x4HLF5CXvqZsufeZerkOyHv/HMIIrIAsHnwOOYEyXEcB3ADbMdxHKdPUdXbafT0sxjwFxFpu5syUWKeRaMAfpuqXlxOLrvGN7GJQprPich3ii5GicgGInJKRZOgnqGql9N4xOISwEUism6ROEVkARH5uIh8qeMMtuaHQGhYvL+IHJO33EVktIis0uInF9K4O3gCcFoWTyhJPfor5n0gzfmqGnqeysIfaPQadhCN3q+h0Vi7Lao6h/gC+NEi8vG88Q0iIm8TkdBQpNv8O/IsttGkgeS4ywso5jUbVZ0VSWsUcJ6IbJsh/f3oQJGvqg/QWP5jgb+KyNuKxJm0lQ+KSGzBvlao6rPAKcHjMcDZWTYnJf3ISTTu6n8G+GMpmewtt0ee7dbzXJTDcTT2/+8XkUweZ5JjmUMjboBf9PLEDxH5ooi8q2DYRWns86djRuTNCI8khYJ1oM/lh8pJNkaFmyfHYv1T26OWk4Xec7BvXiT9F4GfhNECp4hIaLSRGRHZVUS6Zfz5Jqr6HHBt8HiHAvFMo9EYYRxwsYis0y58sjEtr8FgWYTteYM2smyd+SeNBvXfyuLhM1n8+SOwWhfydVqWTXvJPPoMGuXFy5I5ervwk0REg2sgYx5H8nyonyjDGA5KHMdrQGhcB/BlEflglsAisgtxA+KeGsmJyOSixmFJews3Pt3VZvN0WAcWAwrN67C+M2zTqwEXSrGTZRCRRUXkayJSxOtt7VHVOar6VHA91+VkKxsjR5i8fyyNxidbAmdl+dYxRGRZEfle0flewTRXZaj+YhZwUYGoTqFxs+aBIpLpRLFkU+fXC6Q7SJXlUcc1hiNFZNeMaX2Pxo3mLwCnFky7J1Sov4zpjL8v5gm4XfwLAmcCaxXJn1MPqtbdl0XVuo0RJjPUnZuBcLPv50Vk5SyBReRb2OkpI52y11FKmctXMP8MeRvmCCfNhUXy4zjOyMANsB3HcZx+5lM0Tq62Av4tIps2C5RMwi8FQiXkbOCQUnPYBRIPFd+J/OlbwKWS0XuZiCwlIoeKyL+A27BjskaXl9PaMgl4Ini2JnCdiByecWFHEuPaY4GpmMKnqzvcVfVu4MuRP30RuEREwp24DYjICiLyeeBeWtT15DjEQ2g0et4L+KeIrNEija2AK2k04pwOfLZdHpvk5wkaN1zsBxwYPLtJVW8tmMZpNCq/xwAniMjZktGLsIisLCKfF5FrgP8AexbJTwdcROMRX/uJyEnS4phrEdkZuJp5O7pfKpj+L5J40iwGXCEivxaRIcdUJgsE24vImZgn8kGlfxhHVr5Eo4JnOWBARH4sIpk8EonIW5OFnPuB/6OxPteVw4HHg2drAP8RkabeSURkJcw4JmxTAB9T1dCzdu1R1edpNLI4KDECLrSIWRWq+jC2MBpytIgcnxgnRxGRj2Dec8N3vo7eezbfHhtDbheRI7IsisCbRwpfDKwa/OmMNkrTa2g04PiZiOyVZYExwiT6UH6oEUfTeKz8+sCVIrJ1s0AisgHmmW3wxIsZHaQfbrJcGNu8+RvJ6KlIRNZM6u/tmNK9iCfqIpwb3G+bLILn5QjgweDZysAtIvLDsF2KyFgxQ/NLgGNSf7qmQNqdcFVwPwo4M4v8WzcST86hx5yVgX9IC4PgZH47AOyePCprbB6MZ2VsHv3uFnlYCxtTdorE8cmS8tOUkTwf6hfEvAmn+0Wl+Gkbt9M4JzlczIi/SP9XGap6FY3e2kcBpyaLymNj4ZK50pcxD9rhb/6iqqFn7W6zN3CNiFyTzHnHZwmUGJNdCoQya7tNnmHfD3CyiOwgIrnWtZJNh++nca68FXCziHxKzIC3JSIyRkTeKSK/AR7BjJhye7114tRgjJzECJD3VfUl4IM0euDdHbhRRD4k2TYbLZDMrf6IbYz9BvmPde+EvYP7y5J3y0WyWTN2At6vRORHzfqGpD84HPgzpj+EAnOVKsujZmsMg+12PuCcRHcT7etFZDER+S32jiFfTMq07lShv7yOxk3s22Lfu6kzDhHZAriCecZzRXXGTj2oWndfFlXrNiYxAmSGupPohUN92RKYfqDpep6IrCjmOCk9Bo7Yvq0L6yhl6eR7Pf8MCdfTnsN0PY7jOFHaTtocx3Ecp66o6gMi8ikaPX5uDFwvIv/BjBEfxRZOV8IE5h2Jj4FHqOoNXcxymRwFrIMpaNNMxJQl92KLD3cAzwMzsWOUlsCO1toMWJeRYXA9BFV9Qszb4QCQNkhdGPgB8A0RuRJb7HsS85yxIPb9VgQ2xb5fW4+NZaOq/ysiWwKhh6UdsDp/G7b7/kHMe8p8WJmvixnWbk7GDXiqepWIfAera2FadybKqksxY8/RwCqYIvZtmFfJIdEBH1fVR7Kk3YTfA2kPKIskV/ibTvgEZqwaLjDsA+wjIrcClwP3YZPtuVi9WArYAKsXa9L4/j1DVV9IlHbfCv50CLB3oiy9CavXi2NKvd2BDVO/fQP4PMW8ic8VkQ9hivm0p4FR2Pf9hIi8DDyF1ZsVsPaV5m/A2cA2wfO2nnpV9RUR2RNT8iyX+tN82DGmXxCRqzGvL49h/eNY7Fssj40fm9F4OkJfoKrPi8gB2IaF9Di3GvAvEbkJOB9T6r6Oved2wC7YMbshx6tqUa+FdeBkhh4dPBpTsv9MRB4DXqSxXp2gqnU8rvan2MaxUPH3KeBDInIecD12lOiiWF+2D9YnhbwIfCjx/l8F62NeHL8vIlMxbyW3Ynmfji08D77DO7AFwbBffY423mpU9UkRuYihHjaWwxTzs0TkUeBVGj1+HRqTB/tZfqgDqvq6iByEfb+0Edk6wFUichVm0PwoNr6uhB0bOpF58uob2OLIjwqkP0fMW9NVSZqDCPBR4GARuQEbvx7CxodRWPktA2yEld+EvGmXxGmY999BOW4c1nfnMr5T1VdF5AOYMXp6EWV+4DDgMBGZjo3TC2JjY+jt5VfANCBtOB8urJTNX7EyWTL1bCtM/n0ZW/hsMLZS1Y27nK+ifAur3+m52FbAPSJyDraJ71msf1kVM3hO94X3YeN5Gd6xTsSMElfEZLeLRORG5skLs7D2uCM2BsUWy45Q1XCDRVcY4fOhfmB3htbr61Q1dix0W1R1dmJE9qnU44WwOcpJyTj+MhFvuapa1Oi7m3wZk2s2SD0bg8kznxSRv2BGa88yT2+zD0PnVIM8Chza1dy2Zqvk+rmI3APcghmRTWOeF9nFMS+ZO2AyUMh9mAFQU1T1WhG5k6HHw6+FtbsZiTz/WiTobskm7jC+25O56jkMnSstCxyPyaaXY6dOPIPJzAsl7zIekwM2oXEh3ymXysbIkSTvq+olIvI5Gk+pWR0zTvmZ2AkVN2Jt+xVMBzeoR9oM059UuSEmPHEhNMDKjKpOEfNknXaiIJhn60OSuncr8/ro9YF9sXIf5ALsG21fIP0qy6MuawzXYvPz3TD91DGYDu9szChsOtZfb4GVfcwg7DxV/UOH+egJVegvVfWNRLY9OfjT7sDU5Ftfw7w+djymi9+SobLtZ2hcj3P6hKp192VRtW5jJMkMfcB3gQ8wVFexFrbJ8iJs7vAYJv+vgI1v72RofTgZG3Nzj+HDiNLWUcrWydOj+WeEfYL7P+f0oO04zgjDDbAdx3GcvkZVT012TJ7I0HFtFLa4lcVTgwKHqepPu5DFrqCqmihKHsB2e4cLvGvhR8I1RVVvEPO2eDaN32kh4N3JVUcOxIzUYt7fNkquUlDV74qI0OgNZT7M6GeXDNHMBg5S1TM6zM5fMYO7ZkqpmZhxUmFUdZaYJ+jjgYMjP3kr/eEJ+XuYImm74PlSmCK1FYoZOQwUTVxVHxKR7THlVuixFuLG84MMYIs+seO4M3khUNWpiXeWMzHFTJqxmCJt2CrTVPWyRAF8BkMVwGDKp6YnRAT8L/CFMvNWAcdjfeb6wXPBjKRiXtRq6cEuWSDZC/M2s3vw58UwD1MHZIjqCcwo5f6Ss1iUCckVHgnYiunAPqr6VIbffhVr72FbGIsp1mMs3CyyPpcfKkdVrxaRfbHvlzbCFsxwpt2Rt58F7uog/RcSLyinAu8J/jyaeQr92qGqj4nIZQz1PLwvOQ2wk7huEDuO/B+Y4UTI4skV48/YJq3JwfOuegpKDPi/BEyJ/HkRYO1upl82SRkcRaOMvSB2/G2rI3CfxAwhsvT5WZiOeRW6jHl95WbJlYUfqOqxJeUlKyN1PtQPhMZwnW7k+y626BnKZ6NpviFmySbPK0VVZ4jIjpiB3pbBn5cFPp4xqruAXRIvZXVg7eT6QI4wjwHvVdWY8XTIZ7HNpaFh34LENxpCo7fwN1HV80VkJ0ymDuvV4lgdDuux00OqHiNHkryvqr8WkWewjS2hjmY5rF3nads9Q0SWoLwTFwb5INZH7xg8Xxr4WJuwdwMfoYBsPkhV5VGzNYYDMGPFQdl+PHHv5DEuIa5LrC1V6C9V9ffJXPB/gj8thNXhj7SJ4vvJepwbYPcxVevuy6Jq3cZIkhnqjKreKyKfxTyIpxmFGQDv1hhqCJdi62HhKSwjjbLXUUrVyafo9vwTePNExlDX6GOf4zgtyXVUm+M4juPUEVU9GVOw31sg+KPA+1T16La/rBmqOldVv4lNIG/tMLoXgZMwDxojAlW9HfOacRydH+F9Pbbzv+sk5f4VTMk1tWg02O7gLOkdhSllGzxIZeBO4F2q+qcCYcN8zKK1gfVfy1iEVtXXVfUQzKteeIxdXp6h0XtN10l2Ye+JLRzlYTqwn6r+poQ8PIgZqx9PNs8RMzGPuO9W1VdoVJoqjcdFt0r/UcwA/btY/9YJd2EL9H2Dql6IvX+RUx2eAz6pqp9T1W57NO0qiVLt3ZgnzL4neZ+9sU0WuY82xk4F2UZVO5UZipLFYLodVwLbquoVWX6sqndinsNLMzjvV/mhLqjqBZjx86M5gs0ADlHVX5eQ/gvAHtgGk6c7jO5hOj99Iw/h++8pIlkWJxpQ1euxRZWs49tLmPHD/on3/HCc7vox34k3u0PJIQ/UmUTG/jaNHn9acRPWjz9Qcl6ux4z7H88R7DXsiPfY0e9dZaTOh+qOiCxAo4FBRwbYyWarHTGPn32Pqk7DPHKdgJ34kSs4Nh/etkJP6mXIcucDW6vqHVl+rKqXYhv1Oh2z03FegW1K/SOdeWpUbPPKv8vIlzOPqsfIkSTvq+rZ2OkQefVHIXOSOG7rOFPZ2J2hjlhuiHm+z4OqzsDmCaF34HZcCWyXzDM6oqryqMsaQ6LX3Q4zws7DycAeSRn2FRXpLw8Cfpcz7teBzyb1xBkGVK27L4uqdRsjSWaoM6p6ImZEPStn0JMxRyUzy89Vf1H2OkpJOvmezz9T7B/c36yq15WQH8dxhjFugO04juMMC1T1Ymyi/XHsOMpWiyiKLeB9GVhLVc/pfg67h6pepHa89h7YUapZjVAfBH4LvA9YQVU/qqqdKgn6ClV9SVU/i3nP+h5wM9kUTjMwzxqHA+up6paq+veuZTSCqp6O7az/OHA52ZQLt2HH16+tqsfnSOvPwBrYEYg303oRbA62+HAosJGqXp41nQy0MnIq1QAqMZJYC/Ou9HeyKxDvBH6JLVqspKpfKzNfWVHVFzEj7A/RfsHlGeAnWL04q8w8qOpnmFd3BoCHsPbzOrbz/B/YbvhVVfWbiaE9NO6en57XGFhVZ6nqtzBPHocBV5PN0GE2No58B9hCVddT1VPzpF0HVPUmzLve4HGM7RSJd2JHz66ukaPj+hVVfVxVd8Y8ef4Iq3NTsQ0HeQ1fKkdV31DVIzGPf7+kveHZK5jx046qumuFBjuo6iew8fbTwFlkN/Sbkfx+D1V9R6LAzZPu1diRyrthm2KuxIzoXiHj0aKROPtWfqgDidy+HrZ418oQewbwB2DDZMNlWemrqv4CK79PYcZTWWTguZhxz9HYSROrqerPyspXBs7FxtFBFqHRc1lmVPVJVf0gsAE25l2Nlccs7NtPxRYqPgWMV9Wfq+qgDBiO0z3xxKqqvwNWwowGTsXa3jMU25RSOYmB2ZbY2NRqTLof8wK7lao+3KW8XIvNp39Aa8Pkl7B2uYGq/rwbecnKCJ0P1Zl3MtS71f15x+wYqnoXZtSwPfBzrM9+DKuLPTvmvCxU9TVV/STW955M+0Xl54H/AzZT1Q+VYeBXFFXdBRu/v4IZ9j2bMeiLWL+xvaruqap5NnugqudjY/Z+mMHYddh3ix1bnTXOJ1X1AEym/jnZT9h4GXv3L2BywI5J/+mUTNVj5EiS91X1XlXdAzPE+y1D5c1WPIfN0z6O6b/2UNUizlGKUPaJC8CbffQhmKzfru7diY312ycbbEqhyvKowxqDqj6DeTf/GK375jlYGe2gqof0o/H1IL3WX6rqTFU9FNsY/Z82P38RO3l2fVU9LkOenD6iat19WVSt2xhJMkOdUXPasClmjD+7xU9nYfVhu2T8GPHG14OUvY7SqU6+qvmniIzB9I5pjskTh+M4IxOZJ184juM4zvBBRBYHtsaO6FsGO650GuY15/pEmTcsSY5I3hA7xmep5BqFLRRNx44UvEtVp1eWyRqTHGO5OXYM8FLAopiHt5ex40zvAR5U1Vot9orIQthxhStgx2Mugi1ITscWpO5U1edKSms5bBF8Wax9vYG1r6eAaxLj32FFMuneBFOGL4UdbT0XqxcvAPcBd6t5gKgdIjIe2AbrExfFlKhPwP+zd+9xWpZ1/sA/N8cY3BAUYhQRjyk/NQldlESRXJNY3XzRptvaCykyNRUtKrSNTF2lNVsi26UNz7kHD7hbJrqIYKkZiXnaDQ8kKniE1FUsBbx/fzwwOTDqjczMw+H9fr3m9WKu676v63sPM8/zzPV85rrzP0keKDeyXwqKorgzydC3NP2iLMuDW2Hc7ql97zam9v+4dWpfi1dSC3A9nOTRsraL+GZl9bUfkNq190ntdm9LU7vu35S1XXfYBBVF8cHUQnO9U/u+Xp7aY/KTSea95c2RjU5RFI2pvdEzILXH1e7502Pr0tQeoxaUtV1pNmqb6uuHelv9unW/1EKUjak9Nv0+tdt4/6q93kgviqLr6jq2T+3/r2dqby6s+V58JMnD7zVI0FqKojgtyffe0jS/LMv96lDH4tS+VmtcVZblu92umndQFEWP1MIma74HV6b2hyr3rg6gtmctHVJ73bt3aq8di9R+j34yyR0b6xuUfh+qr6IofpRaEG2Ni8raTuW8g9XPgx9K7fVQn9R+P/m/1L6fHk9tV9eN9q40q3/P3CW113Jbp/ZabkVq1/B8kgdTC+NvtNewxuqf6w+n9vixTWq3wF6e2rUsSe21yRMb2+/OW4KN5TlyS3q9v/pne5/86efhfamFZf4vtdcDC9Y3zNKKtXVN7fX5W+8Es3dZ24W0tefaJrW1qe1S+1r8MbVQ3/yyle9I8i511OX/oy3fYyiKYm5qf1y1xu1lWQ5v4bhdUwuC9Uvtupem9vP/y9Z6Xbcxas/1y9XPfx9J7ft869Q2cHgutQD8bzaF9RjaX1ut3be3tlrb2JJeM2yMVj+GDk2yc2rrzWVqa42PppYP2Cjfw+Pdtcfvn0VRHJ3aH6KtsSS1P77d7N4zBFqXADYAALDRWL3w/2RqIbw1BDgA2OIVRdEttSDpdm9pPrgsy1+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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# create plot from analysis result\n", + "\n", + "x = []\n", + "y = []\n", + "\n", + "for key, value in sorted_d.items():\n", + " x.append(key)\n", + " y.append(value)\n", + "\n", + "plt.figure(figsize=(50,50))\n", + "plt.title(\"Phoneme coverage for \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\", fontsize=50)\n", + "plt.xticks(fontsize=50)\n", + "plt.yticks(fontsize=50)\n", + "plt.barh(x,y, align='center', alpha=1.0)\n", + "plt.gca().invert_yaxis()\n", + "plt.ylabel('phoneme', fontsize=50)\n", + "plt.xlabel('occurrences', fontsize=50)\n", + "\n", + "for i, v in enumerate(y):\n", + " plt.text(v + 2, i - .2, str(v), fontsize=20)\n", + " plt.text(v + 2, i + .2, \"(\" + str(round(100/phonemesSum * v,2)) + \"%)\", fontsize=20)\n", + " \n", + " \n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From d1759d47a5f033cd530647bd1968516aef0b34b4 Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sun, 2 Aug 2020 18:18:55 +0200 Subject: [PATCH 13/19] Remove old target folder --- dataset_analysis/PhonemeCoverage.ipynb | 285 ------------------------- 1 file changed, 285 deletions(-) delete mode 100644 dataset_analysis/PhonemeCoverage.ipynb diff --git a/dataset_analysis/PhonemeCoverage.ipynb b/dataset_analysis/PhonemeCoverage.ipynb deleted file mode 100644 index 66bd5b9e..00000000 --- a/dataset_analysis/PhonemeCoverage.ipynb +++ /dev/null @@ -1,285 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Jupyter Notbook for phoneme coverage analysis\n", - "\n", - "This jupyter notebook checks dataset configured in config.json for phoneme coverage.\n", - "As mentioned here https://github.com/mozilla/TTS/wiki/Dataset#what-makes-a-good-dataset a good phoneme coverage is recommended.\n", - "\n", - "Most parameters will be taken from config.json file in mozilla tts repo so please ensure it's configured correctly for your dataset.\n", - "This notebook used lots of existring code from the TTS repo to ensure future compatibility.\n", - "\n", - "This analysis logic is based on feedback and code snipplets from the amazing Neil Stoker (https://discourse.mozilla.org/u/nmstoker/summary), so all honor to him.\n", - "\n", - "I provide this notebook without any warrenty but it's hopefully useful for your dataset analysis.\n", - "\n", - "Happy TTS'ing :-)\n", - "\n", - "Thorsten Müller\n", - "\n", - "* https://github.com/thorstenMueller/deep-learning-german-tts\n", - "* https://discourse.mozilla.org/t/contributing-my-german-voice-for-tts/" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# set some vars\n", - "TTS_PATH = \"/home/thorsten/___dev/tts/thorstenMueller\"\n", - "CONFIG_FILE = \"/home/thorsten/___dev/tts/thorstenMueller/TTS/config.json\"\n", - "CHARS_TO_REMOVE = \".,:!?'\"" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/home/thorsten/___dev/tts/thorstenMueller\n" - ] - } - ], - "source": [ - "cd $TTS_PATH" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# import stuff\n", - "from TTS.utils.text import *\n", - "from TTS.datasets.preprocess import load_meta_data\n", - "from TTS.utils.io import load_config\n", - "from tqdm import tqdm\n", - "from matplotlib import pylab as plt\n", - "\n", - "# extra imports not included in requirements.txt\n", - "import collections\n", - "import operator\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Load config.json properties\n", - "CONFIG = load_config(CONFIG_FILE)\n", - "\n", - "# Load some properties from config.json\n", - "CONFIG_METADATA = load_meta_data(CONFIG.datasets)[0]\n", - "CONFIG_DATASET = CONFIG.datasets[0]\n", - "CONFIG_PHONEME_LANGUAGE = CONFIG.phoneme_language\n", - "CONFIG_TEXT_CLEANER = CONFIG.text_cleaner\n", - "CONFIG_ENABLE_EOS_BOS_CHARS = CONFIG.enable_eos_bos_chars\n", - "\n", - "# Will be printed on generated output graph\n", - "CONFIG_RUN_NAME = CONFIG.run_name\n", - "CONFIG_RUN_DESC = CONFIG.run_description" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " > Run name: thorsten-de (github.com/thorstenMueller/deep-learning-german-tts)\n", - " > Dataset files: 110\n", - " > Phoneme language: de\n", - " > Used text cleaner: phoneme_cleaners\n", - " > Enable eos bos chars: False\n" - ] - } - ], - "source": [ - "# print some debug information on loaded config values\n", - "print(\" > Run name: \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\")\n", - "print(\" > Dataset files: \" + str(len(CONFIG_METADATA)))\n", - "print(\" > Phoneme language: \" + CONFIG_PHONEME_LANGUAGE)\n", - "print(\" > Used text cleaner: \" + CONFIG_TEXT_CLEANER)\n", - "print(\" > Enable eos bos chars: \" + str(CONFIG_ENABLE_EOS_BOS_CHARS))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 75%|███████▌ | 83/110 [00:05<00:01, 15.05it/s][WARNING] fount 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|██████████| 110/110 [00:07<00:00, 14.99it/s]\n" - ] - } - ], - "source": [ - "# Get phonemes from metadata\n", - "phonemes = []\n", - "\n", - "for phrase in tqdm(CONFIG_METADATA):\n", - " if len(phrase[0]) > 0:\n", - " tmpPhrase = phrase[0].rstrip('\\n')\n", - " for removeChar in CHARS_TO_REMOVE:\n", - " tmpPhrase = tmpPhrase.replace(removeChar,\"\")\n", - " \n", - " seq = phoneme_to_sequence(tmpPhrase, [CONFIG_TEXT_CLEANER], CONFIG_PHONEME_LANGUAGE, CONFIG_ENABLE_EOS_BOS_CHARS)\n", - " text = sequence_to_phoneme(seq)\n", - " text = text.replace(\" \",\"\")\n", - " phonemes.append(text)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Dataset contains 39 different ipa phonemes.\n", - "Dataset consists of 2620 phonemes\n" - ] - } - ], - "source": [ - "s = \"\"\n", - "phonemeString = s.join(phonemes)\n", - "\n", - "d = {}\n", - "collections._count_elements(d, phonemeString)\n", - "sorted_d = dict(sorted(d.items(), key=operator.itemgetter(1),reverse=True))\n", - "\n", - "# remove useless keys\n", - "sorted_d.pop(' ', None)\n", - "sorted_d.pop('ˈ', None)\n", - "\n", - "phonemesSum = len(phonemeString.replace(\" \",\"\"))\n", - "\n", - "print(\"Dataset contains \" + str(len(sorted_d)) + \" different ipa phonemes.\")\n", - "print(\"Dataset consists of \" + str(phonemesSum) + \" phonemes\")" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5 rarest phonemes\n", - "y --> 1 occurrences\n", - "ø --> 2 occurrences\n", - "( --> 2 occurrences\n", - ") --> 2 occurrences\n", - "j --> 4 occurrences\n" - ] - } - ], - "source": [ - "print(\"5 rarest phonemes\")\n", - "\n", - "rareList = dict(sorted(sorted_d.items(), key=operator.itemgetter(1), reverse=False)[:5])\n", - "for key, value in rareList.items():\n", - " print(key + \" --> \" + str(value) + \" occurrences\")" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# create plot from analysis result\n", - "\n", - "x = []\n", - "y = []\n", - "\n", - "for key, value in sorted_d.items():\n", - " x.append(key)\n", - " y.append(value)\n", - "\n", - "plt.figure(figsize=(50,50))\n", - "plt.title(\"Phoneme coverage for \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\", fontsize=50)\n", - "plt.xticks(fontsize=50)\n", - "plt.yticks(fontsize=50)\n", - "plt.barh(x,y, align='center', alpha=1.0)\n", - "plt.gca().invert_yaxis()\n", - "plt.ylabel('phoneme', fontsize=50)\n", - "plt.xlabel('occurrences', fontsize=50)\n", - "\n", - "for i, v in enumerate(y):\n", - " plt.text(v + 2, i - .2, str(v), fontsize=20)\n", - " plt.text(v + 2, i + .2, \"(\" + str(round(100/phonemesSum * v,2)) + \"%)\", fontsize=20)\n", - " \n", - " \n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.9" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} From 4086e18b302aee8f448371108d57050f3cf72591 Mon Sep 17 00:00:00 2001 From: erogol Date: Mon, 3 Aug 2020 12:03:12 +0200 Subject: [PATCH 14/19] update imports in notebook --- .../dataset_analysis/PhonemeCoverage.ipynb | 147 ++++++------------ 1 file changed, 46 insertions(+), 101 deletions(-) diff --git a/notebooks/dataset_analysis/PhonemeCoverage.ipynb b/notebooks/dataset_analysis/PhonemeCoverage.ipynb index 03a76b12..ef93144e 100644 --- a/notebooks/dataset_analysis/PhonemeCoverage.ipynb +++ b/notebooks/dataset_analysis/PhonemeCoverage.ipynb @@ -2,7 +2,9 @@ "cells": [ { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "Collapsed": "false" + }, "source": [ "# Jupyter Notbook for phoneme coverage analysis\n", "\n", @@ -26,37 +28,24 @@ }, { "cell_type": "code", - "execution_count": 1, - "metadata": {}, + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, "outputs": [], "source": [ "# set some vars\n", - "TTS_PATH = \"/home/thorsten/___dev/tts/mozilla/TTS\"\n", - "CONFIG_FILE = \"/home/thorsten/___dev/tts/mozilla/TTS/TTS/tts/configs/config.json\"\n", + "# TTS_PATH = \"/home/thorsten/___dev/tts/mozilla/TTS\"\n", + "CONFIG_FILE = \"/home/erogol/Projects//TTS/TTS/tts/configs/config.json\"\n", "CHARS_TO_REMOVE = \".,:!?'\"" ] }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/home/thorsten/___dev/tts/mozilla/TTS\n" - ] - } - ], - "source": [ - "cd $TTS_PATH" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, "outputs": [], "source": [ "# import stuff\n", @@ -74,8 +63,10 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, "outputs": [], "source": [ "# Load config.json properties\n", @@ -95,21 +86,11 @@ }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " > Run name: thorsten-de (github.com/thorstenMueller/deep-learning-german-tts)\n", - " > Dataset files: 101\n", - " > Phoneme language: de\n", - " > Used text cleaner: phoneme_cleaners\n", - " > Enable eos bos chars: False\n" - ] - } - ], + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, + "outputs": [], "source": [ "# print some debug information on loaded config values\n", "print(\" > Run name: \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\")\n", @@ -121,20 +102,11 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 77%|███████▋ | 78/101 [00:06<00:01, 13.03it/s][WARNING] 1 utterances containing language switches on lines 1\n", - "[WARNING] extra phones may appear in the \"de\" phoneset\n", - "[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n", - "100%|██████████| 101/101 [00:07<00:00, 12.87it/s]\n" - ] - } - ], + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, + "outputs": [], "source": [ "# Get phonemes from metadata\n", "phonemes = []\n", @@ -153,18 +125,11 @@ }, { "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Dataset contains 39 different ipa phonemes.\n", - "Dataset consists of 2481 phonemes\n" - ] - } - ], + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, + "outputs": [], "source": [ "s = \"\"\n", "phonemeString = s.join(phonemes)\n", @@ -185,22 +150,11 @@ }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5 rarest phonemes\n", - "y --> 1 occurrences\n", - "ø --> 2 occurrences\n", - "( --> 2 occurrences\n", - ") --> 2 occurrences\n", - "j --> 3 occurrences\n" - ] - } - ], + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, + "outputs": [], "source": [ "print(\"5 rarest phonemes\")\n", "\n", @@ -211,22 +165,11 @@ }, { "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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Q31xKkrf88suv4XlVngG//PLLL786vyjXAPvxSFz7N/ntpMhvJyR/25f2Cxjp61lg6w6+wU7YYmpegf5h4L0lfO9Jyd/Wo70RR/qaA3yiw/I/FPPOl/fdnwLelzOtgVg9wyaSF+RIezqwYyT+dbHd6FnjuY8OJqbYjv6zC3w7TcItXmG735fWRurtri/lSOsDwGMF0rgd2C5jGucFYWeRUuoV+D4L0riAeW3GsKMxY9E8fdjg9SA5lf80URZjnj6ytIcJkTiPxhTyRevHo8A7Oqyjn6P9QlH6mga8Owk7Kct7tkl/Kcyood2CUewaoMvKFLpsgI15S7+uQLzTgI8XeJ8wnsnJ863IsAGgJt/0zXxH4h4I60jyfH7gtznT+AcFFihT/dNRZDMyC6+/kVOhTJOFCGxzyHG0NkCLfs/km51Ia2P1dtc1TfI7tYQ6MDHDd1mVHskPtFDmA+8g3/j8GrBnN/u2jO+0E9k2Bg1erwIHtvseOdJfEFs8LDJO3gps0OPvNXjqRjofx5cQ5w/ItiA1eE0FNmvVN2RIdyAIN9DkdxMKtq+2eaq6TVFTA2zMI9wjOd79VeDzvWwLkXcZVvOhjHV0H7JvXFLMCGH+IH4BvkV2GXkucEQJ5fWzIN5fZ+gjilyT8rQ9YDEa56LtrinAmILfYRzwK/L1v4PlcCqwRM70pgTxTE2eL4ydpJD7e2Iblc/psJz+nLGPKnJNyPBdNgQuKRD3HMwwJLMzByrWnTZJf9AAe8/g+TQybsbGjEPTYZ8iaRcMAwNseqwvjMQxuZvhgjjeAdxY4D1fx+amozotGzqYX0bSGIV5aE6H2ypj/hbE9Ejt8pG+BkiMeijBALuX5RFJuw5rDMtgG9mypj03KbMFi753JxclGGDTY/0l8Hlsg3uR/k0xw859Crzn5DCuTts/Fct3WfIYCTMxEm5iqv33TMdDxbr7ktpgJbqNIA+rUg8d4SG01xcPROKcEn6f5PlYrG/K+i6vA/8TiX9F4PIc8TwDbJSzDLYnnz4jvGYD3yXnGNqmPGqts42Ue5Frciq+qSXEN7FJXrs2/2zzjSZE4vlYr8rIL7/86r9rFI7jOI4zlMUiz6bniUBEPoF5kFk8R7ClgItFZOM8aSXpHYTt+l87b1hsR/DZIvLVAmHDfGyB7ahfJ0ew0cCvReSjBdKbT0ROwgy/Vmj3+wjLAWeIyJEFwqbzsQhwGfCeHMEWA85Pl3fy/39jxwZlZQ1gQERi9bYlIrI1Zpy4T96wCfsA14jIGgXDF0JERonIT7DF0k7SXjRjekdiu4pXKpDG+sC/ROR/Mvz298H9fMCHC6Q5yHtp7M/CNBpI6vN52FG8efqwQVbD3vngAmHT+VgH60/ytIc0W2LeTIqyMnCJiBxQJLCIfB/4BebhNCtLAxeISHg0eZH01wKuwRSPowtEsT1wfdKv9x0isgvWnxbJ/9LACSLyi+R4vE7ysR22GDS+k3jqiogsgHlcOjRn0J2BC5PjIPOkNw7zZn0kQ49TzspuwNUislGBsOl8jMbGoE9jRlx5wo7FDME/Bv2pj6iL/JD0lReTb3xeEJN7d+kk7U5I8n0h+fqFccCUZI7RafrLY/3SVyg2Tm4EXCUiu3WalxxsgfXNaQaKRpa04SnA4dgJQllZFbhcRDYvmnad6dc2VQZJmV6GHe2elXHAz0Xke93JVXOG8XyoXT4+jL1znrnv+zEvoINxCKY/+A7ZZWQBvi8in8mRboy9gvu/dhhfx4jIUsCVwB45gx6I9aN501sa8x73SfL1v2Dl8GHgShHpSLYWkYUw4+N9C4RdAhuD3tvmp7VFRPbA5to7Fgg+Gjv5aiA5hr2TfPRUd9qECzHDyUGWJnt7CHUep6rqnFJyVTF1kfd7gYh8DOuXNi0QfH5sbvqXpF8pmofC88smvA0z4h3kSaw82+VjQcxL4iE587E9cEXSP3ZEVeVRozWGJTDj63fkCYaV2XlJGfYVFekvNyGjHNyEJYCzROSwDuIAutL+ey7flUWv56NV6+7LoA66jbrIDMn69kkU0xfH4huD6aAPyRFsfuBUEdk1Fc94rD1ulyOeZYBLRWRCjjCrkU+fETIG+Cbw1+TdO2Ik65fKpsr5p6pOxQzL0+za+EvHcRyj4wHEcRzHGT6IyKrEJ9zTckSzK7ZjfVBh8iLwT+zYumcwY5sJwO6YV8w0CwG/F5EtsirtE+PAkyN/UmxB5e+YJ9c52GTnXdgxNWmFlgBHi4iq6k+zpBthZcyT3qDyag42KbgM8yr+OqbA3AEzVA4VaseIyL8Sgb4tiVHcuZgxVcgT2GLazZh3nNeBJTHl2q4MNXgR4CgReVZVf50l7QinMFQxfCP23R/CdtAvjy1s7cFQY6txwB9EZFMS5Q22mAS24/gyTOn8BPY9J2CLtmG9eQtmLPuprBkWkYlJHkPDm7mY0eJVSf6nYxPflTGF5k4MLbu1MSO6zVX1pazpd8ipwP5N/nY7dnzwA1jZz4eV/XqY8c4m5FBmJorzoyJ/moOVz8VY/R6DKTh2A7YO0hgL/ElE3lDVM1okdwHW16QXSSZhx+wWYVJw/zpmONGUxLhxgPhCxwPYO9+GefqYg9XbLbD3Tud7PuAkEXlaVf9WIO/jMCPwpVLPbsfq7AOYh6xlsaMp358hPsU8af8X89A/DTvq7g3sqPm3JO+xQ5L39Hv8VkRuV9Wbs2ZeRL4AHBH50yyszlyGtesxWNt6N/B2rH8YA/wf5iGvECKyHqbYiy1+XQf8Bzte8wWsfq6ALdDtiikKB1kea9+bquqjRfPTgkcwT6qDLEmjovAu7Ls1C9+AiOyALRrG5nq3JH+binl+XQHr297N0HcH84IyGihqbLM85pkg3c9eh8kEDwMvJ+mvR7Z6nIX0N837PQd5qs3f05yMtZtB7sHa6d1YP7EY1u/uiy1IptkO+CKQSe5Ixv2/Ysekh7yMlet1WP4XxTzov5dGw7QVscXhzVT1gSxpRzgK85Y3yPPYe1+PyXqD4+auWP+T5nBsLA15FKsbdwJPY332uORd1sA2o2xD+4WhO5m3cXA8Q/uB2cnf2/FKsz/USH7YGJN9xib3MzDZ7wqsDszB6v/ONH7vMdgYtb6qvlgg7cKIyDaYd5+xwZ8UW3S+kHly++D4sB3zvt1xxMeXrOkvl6SzauTPt2Meee5gXh1aFqt3u2Hj5SCLYIsib8szPnbA9pFnN3QQ38+A2AarV7EyuAqrRwti3+o92FG6YG3wXMxgrJvMYugYuR5DZZQXaDIOFqQv21RJLI6Vabp/vRmTRR8GZmLz6J2SK5QvviEiz6lqUZm9CMN1PtSKzTHPboPxTsfa6zXMG3vXBfbD5s1p9heRc1X1TKwPTS+iP4zNw27HjhZfHNvIuR+Nhjk/FpELsuos0ojIBsDqqUcvY3P9kPuZZ4y6PI3y06205/mM2RqD1f30htebsZNKHsS+8ZKY/mEfGg3fP5R817OyJJYYhV1GfIPts5iBw21YeS6Flee+mOyWZj3MCHtjVc36riG/wcp5kCewDXL/TdJfFOv/92wMyjHYZqSQe7H2cDdWl2ZiXrYXx+atG2DfMpxzhKTLeA2G9k2vYnWkHU3lfRHZH+tDwo2As7A6eS0mi7yI5X8C1ve9Pfj91sA5IrKDqs7OkKeQnupOm6Gqc0TkVCDtlOJgTF5rioishI2JaWK62b6jRvJ+10mMJ38Y+dOr2Fh6PWa8/DLWB66J6dVDndmewO+ADxbMSifzyxh7B/fnq2qWcH8mPld9Duujb2VeH70+NjYMGiuvi+nHC1NVedRsjeFUhjq2eRTTK92FtbnlMJloLxrllHdiZRhu+KotNdJf3oPV77uYV8dmYfPe8Vh574y1xTezD/xARP5bUPc9SNntv6fyXYn0dD5ate6+RCrVbdRIZtgZO811kJlYGQ4wr/6sjNX7hTPG+ROGjgt3YfPG+zC5dSmsTuzL0P5oNHBysrnkDUxfvVryN8X6vH9h/fsMTNewK4367qWA48nn9CvNU9g69V3YOshLmIfphTBd34bALsn/0+yOzbu/VjBd6B/9UtnrKN3SyXd7/tmO6xmqY4npaB3HcYyqXXD75ZdffvnV+UX8GJSBAvF8MRLPTGChJr+fFPn94FHeczGjoqbHJ2GLerGjvz+YMb9rYAqhMPx/gS1bhFsXM84Ow80CNi/4vdPvcSGwZovwG2ET7zCOE3KU1Xci4R/FjNhGtwg3BvPUGX63mcCmGdIdCMK9nvr/g8A7W4TdDJuQhfn+H4YeCfevNt/vIBqP5HuDjMftYUrJWD5OBsa3Cbs65m09DHtmt9t5kv5XImkrplDZIkP4lYAvYAYJk9v8dtvId1ZMebRWi3DbYJPzMNwLGb7vMZFwbetlJJ5VkjqRjudPGcJNiaR/B7agIS3CLYgpuWYFYZ/PUi9pPJ4r/d0fAt7TIuxoIscjYovH/8CMU5bO+N2WBn5J45GP/83x7dci3q9fRItjCDHF1A2p378WiaNp+FQ8CyVlFoY9H1i3TdjlscWeMOy1dHCEa45vN6nIOwdxLEX8aLuHgV1ahFsZU6LG+pe9MqYdhkvX41uBbVqEXaCO3zOIbyCIK13PnwT2bRF2YeAPkfy8QMZjcrE+JlY+vwEWaxHuIOLHml9LhqNViRzFmSrbOdhiWVRODMsWW5AI5Y9Xkzy2bWOYwvRdwGnA5Rl+PyVIa2qHdaoS+YH4cZbp+ncKsEKb8M9F4jis7HbX5j0WIC4f3AO8rUW4jWg/PkzMkP4obMEjDPsf2hxJjinvf0bj+PggsEgPvt2ZQbov0UIuaRPX9pH3UOCPtJAXknp0f6tyyJj+QBBuIGO4qUG4KR18z0rbVFnvQsGjktu8+2PAbi3Cro0tIsfiWLvbbSHJw7CeD7Woo+l59y9pomfBxsrjIuHvxgxuB+dIrwKfoInuABvz/hOJ58SC5faNIJ4zulXHW8QXtr103b8H2LFF2GWIj+N35Uj/hEj4OcD3aSILY3O9rwblP3idkzHdKZE0033554H5WoRPy3Kr0DiGPAPskTEvC2GGkReQbX4+EKQ10GEdWJ/GY9lnA0cDy7QJG85XB6+fZEh3UiRcL3WnsfQ/nPr7OpE6smKbOI8Iwlwd/P3iMM2C7XRKwbKeXDD9yvSFkXCTuxxuJxr1Zq9h885F24SdyFC5cPD6dJGyoeD8ssVv7gvibyrbtGknczEDtOicnXneMtO6wFBGHqhzeSTh67LGkO7nXge+3Cx9zGj2d5F8K3Bglvcu66Kg3oEK9ZfYCZFXAR8l+3rKwsC3k/JNp/lMszYSiWNyJM8dtX+ql+9y98FUPx+tVHdfYtvbnmp1G3XSEabl+7OAVXK2oylBfDNT33Ya8P4273J3JE+HY/PWwfsbgc1axLMLjXK60mI9IQg/CZvjfwPYKGOY0cCHML1+Os25ZNAt1KE9l9ieJpXZniN1amrBeHo6/2wSR6jLUGCNXpaPX3751T9X5Rnwyy+//PKr84sSDLAxw7twoqHAJS3CxITywQnKARnT3T8S/uKMYf8ZCXs9LQyRUmEXIG6EcVvB7z14nUg2RdfqNE7uXwTGZQi7DY1K2auyvHcqjrcm6aXjuDBDuIEm730nsHyG8G+LTJieTv3/NLIZhMUmPUdkfPcLg3BzgP1zfDvBFClh+k2N/su4sB27MQOAY7PUuSCu0bRWxAhxxckFwNgM8S+JbYQIw5/fJtyGkTC/LPCtYvWj6eaAJMx+kTB/yfK+qTh2ptEI+1cZwk1t0q7ups3CZ4s4M/cHkbAHRvKyc8awf4+EPYMWizapsAsTN/QYvCZkiONXkXBfy/n+kyNx7Ff0e+ZId1KRdw7i+E0kjgfJthFAiC/gZFpMaVFuV9JmwbCu3zOIb6DJ+z0ArJrx+8aU6x/OEHZCpG9R4BsZ8745jWO+Al8u2B4Uk0OaKuCbxPWeSDwHFiyPLPLSlCCtqR3WqUrkB+LK/MHrmxnTfjuN8td9nXyPAt/vW5H830mGTUKYwjxm9Dl4TcwQx9ci4Y4jhyEztlmgozGm4Ld7KEjz6oLxSPLNw3f4Wcbwy2OL2NFyyBjHQBBuIGO4qUG4KR18z0rbVFnvQrcILXMAACAASURBVHkG2IPX48BbMoRfADN2DsM31RuU2BaG/XwoQx39XMb3i8kcg/Pul2mz8SSJYwlMDkzH8SIZjWyCuK4L4mk7fhat4y3iC9ve4HUdsGSG8PM3KdO3Zwi7bSTcG2TXm72HuCzYdANgKuyUJu/9CrBdzm/46Ug82xcsjyyy3ECQ1kAH5T8qUn6vADvkiGMsjXrImbSZa1G97jSW/oeD34Ry1uFt4gwNXD8a/L1fDbAr0xdGwkzOmGbucJhX29Bo7Glgwxzvuhi20Todx7R2bTtWNszrE3PNL5vEv14Q78vA/Bne5flInj6TMc33EZdPMvVbFZdHHdcYZgO7Z0z7R5Hwz+fJfwl1bkqQ/tSM4SrTX3byfTAvtbODND/WQX47av9UKN8l4Yv0wROb5FnpzXy0Ut19GRf10G3UUUf4i4Lfc0qT+J4kw0ZrzMN1aNT/LPPGl8tosbkiFc+HInn4TcZ3WITijgrGY85r0umeljFspe25rIv6GmD3dP7ZJNyekTz8Ty/Lxy+//Oqfq/IM+OWXX3751flFhwbY2PFtzYwamnpUaSKUZ57opuK5Ngg/mzYeLbDF1zDdF4GVcqS7GHGj85aGhk2+t5LRm2Qqnh9H4tgpQ7i/BWEep4W3nBbxxCa0b20TZiAS5nXyKYXD/A9ed2edBGEL/6FHz39nCLdFJN2vFvh289Go5MnkgarohRmnh3kvtGs3Q1q7R9J6mAyKklQcq9G4yWAubZQ22CaKdJhnyWEEncQRLgY+TAujDEzhdXsQ5hZaeAJrEVdo/D0DWLZNmKmR7z0b2KSbdapNnkJvm1m81K1B3DtoZiMN7Ijtl5r0ERPahF2JRk8sxxd8/3Bh/aYefPNJed85CL80jcrOOcDGOeIYgx19Huaj7WJKkzKbTo5xuU7fMxLfQCS+WbTw3hGJI1wMVuDUDOF+Ggl3ds78fyASx8O0WWCh+QLZTwt8w88GcbxGDrmpQHpTgvSmdhBXZfIDzZX5eevA6ZE4Vu/W94+8dyhzz6KNZ68gjuWIe3NX2hhgA+MwA4R0mAsKvstvg3ieJKeckjO9sTSOrX8uGNdOkW93FfmM0DemiYFJxvADQbiBjOGmBuGmdPBNK21TZb0L5RtgT8yR9lKYjB7GsUHZbSBId6TMh5rV0czvSnzcGrwOzhHP1yPh2+osgjhWYmg/NpsM+ouidbxFfGHbUzJ6JU/FsWskju9mCHdWJFxevVmsLK7KEG5Kk3qQybAwiOtnQRz3dlImGdIbCNIb6CCu90e+QW5jL0yPGMoUx7QJM6lJGXRdd9oi/dAA+9Dg7/e0iG/74LevEpwIQh8aYFOxvjCS9uSM6eUOh3nWT4d5A9i6wLu+hUYdTMuNQrGySa7c88sm8Yfe2bN4Ew3nqQqckjPdHzR5r4Gal0fd1hgU+HbOtC+LxJF7jOugzk0J0p6aIUy/6y9/EqR5XcZwpbd/KpTvkrBF+uCJTb5D1+ejVKy7L7EOVqrboJ46wmvJYETfJM4pTeLM5JAnieP4JnFMA5bLEU/4PR7tUZ0KnYbMJpujt8rac8nvP6nM9hypU1MLxtPT+WeTPLw18m2+3et8+OWXX/1xjcJxHMcZsYjIW0TkMMzYapvIT67HBP88vIQdXZeHPwb3Y7Djxlvxmciz76nq41kTVdUXsaP8ssSdha+r6pwcvw/fG2CzVgFEZANgt+DxEao6PUe6g5yGGaqm2btAPKeq6n9z/P7sJs+PUtXXskSgqq9j3sfSvFVEpE3Qrwf39wPHZEkzSH82plxPs6uIzJ83riyIyATMQ3OaacAnu5Ee8TbwFVV9NWsEqvoQtskgjWC7llvx++B+KWyXcSZE5B2YMjHNFFWd2yLYe7DjiNN8PinnvByDedgZZAFMkZuXU1X15gLhyuKU4H7bDGE+ipVxmiNUdUbWRFX1CRrrTVa+iBmqDfIS8T4+C0cF95uIyKoF4+oVh2L1Lc2JqnpL1giSMeyzkT8VHRePyTMu9yGnqeqNWX+sqncCNwWP2437CwCHBI9nAZ/Lmm6S9unYAmea8cBeeeJJeBlbOMvLIsH9iznlpiqpm/wwF/PonIfccmeJ7I15GEpznKrelTUCVX0a+G7B9A/GNqkMMpd4X5eFozBl+yDLE59HlcWqNI6tRfvVj0WefUlVNfI8SjKmhLLacKDf2lTZnK2qA1l/rKrPER8HPlFWhkJG2HwoxhvYMc5Z074eeCTyp3vI14bPijzbNEd4sLlcuh+7vKD+ohv8QlVj36kZ/8TqXZp2stxKNOpZnsFOhsjDMTTqb7YRkbzlAXaCy/EFwoWy3HMF4qiKUJYbUNUz80aS6BF/ETx+b4H89Ep3mpXTMUPqQdYSkbc3+e3Bwf1Zqvpy9Jf9Rd3k/a4gImOBLwSPT1HVa/LGpaoPYqdopSnSHorOL2OE89u/ZggTyi+vY0bRefge5sU6F1WWR03XGB4nv04wNq/rmkxaEv2uvwx1xpuIyLiCcZXZ/gfpunzXBXo1H61ad18WVes26igzfFVV3ygQrhkXq+o/c/y+2ZrvsYk+r2g8K4vIMjnCF+Xv2CbzQcYAWxWMa6Trl8qkDvPPxyLPJvQ6E47j9AdugO04jjN82VxEbmly3SMiz2GLLj8Elo2EfxzzBpN50ppwhqq+lDPMdZFna7cJ867gfibwu5zpAvwZO5ouzQ4iMjpnPPflWbROuIOhCxzQ/r3fF9y/TH4jeSDZym0TyzQTC0SV97vHjEpfxjzudhLPIpgHiSiJEdvuweMpHSgmLgzuFwC2LhhXO96DHZOd5oQCba0tifJ/++DxU8BfCkT3G8xYIE3YdkP+D1vsSDMpR5rhbxXbcd2KsF3dp6qX50hzXmKmsLwseDyxQFRF+rMyCRdOVhSR8W3C7Bjcv0CxejMFU1TlJSzHMzpYCL4K896cZmLBuHpFrG39Km8kSd2/I3i8oYgslzcq7CjF4cxvC4QJZZ612vx+C2Dx4Nl5BQ3bY/WhXZ8c43RVfaVAuFBJupyIhBtmakdN5YdLVfWBnGGKyNtlEduIVKT9TME2IOQlHB8uTQwjc6Oqj2JHFKeZWCSujKwceZbbuCMhHKfvLGLcQfUySjfotzZVNkXa46k0yuxFNh1mZSTNh2JcnNOQBOxEn5Df5zRMeAAzCkqTt54XMYbrFbnqfjL2h5vv2n2PHWmsu6fkMeZP0p5NPL9F6lOuepAilOU2FJHFCsTTU5INHKEBw0kdRPm34H5CAWO3XulOM5HMm8MNF6GhNSKyKI1yVd/P+Woq73eLt2HeS9OU2R62LmA4VnR+OQQRWQGbPw8yh8b8hWHGYydVpTkvp7EYiUORmPFUO6osjzquMZyaOF3Jk/btwNXB4/VFZJUC6feKftdfhjrjMcDmBeMqpf0H9EK+K5tezUer1t2XRWW6jZrKDPep6hUF029GGWu+kF9OjMXT9faYOG8K22BR2W2k65fKpPL5Z+KAIHTUVWcZw3GcCnEDbMdxnOHLQtjRKLFrLWDJFmFvwY6VfbhAukWMFmOTkaZCtIgsjx2rl+YyVQ0NqduiqjOB84LHC2PfKQ+5J7jJpG5q8Ljd5CFcCL4pr2IyIDQ+2SRn+NeAG3KGidWrawp4G54aeRYaqaXZCgiVzv/JmeabJPXtxeBx3u+XlYmRZ6FXk7LYlEYvuucW8VKqqk8C/w4ery0iS7UI8wJwbvB4l6TdtyTxtvH+4PHlGYyswnZ1Vbu02tBpu5oBFFEaNkVE5heRnUTkSyJysoicLyKXi8iNsY06wDmRaJoaYCfKx7DfvCTpY3ORGJbm8v6dLHiHi96dtO+5NPZV3WrfHZNsGgq9MtytqqEhdVZiG2KyeEFPc7+qxjwEDBdmEFeOtiOUeUaLyMItfh/77jFvlFn4K7ZhrV387Qg3mWTl2uBegD/XfGEU6ik/5Ja3EyOC0NirV0rrcNHi7jzerwdJvt1AnjCJwUHYPxYuv4ROx/k8LBp5lstoD0BEVmeoF3BoXOjLRLKw2U9eT7PQb22qTF4BLs4bKPECe0nw+C1d9E41MfJsWM6HmlBkQT027w7zUiSeVnPuISTGmjsEj+tigP1AwQ1toSzXrt2XKcudkTH+dpQlyy2EyXKt9It1IJzvQ2eyQEy/0HVZjpy60wKEBjLvF5GFgmcfBNJeTh+gWP9UN+oo73eLsD3Mxk7ALErYHhYA1s0ZR9E+KWQvhnp2/XeiY2xFzLgqpg/LQpFwVZZH3dYYoFEfnJXYt6/Lpoch1FF/KSKjReTtIvIZETlRRM4TkctE5IYmOuOYzrqd045mlNX+B+mVfFc2XZ+PVq27L4sa6DbqKDMMFE2/Bbnku2S8DTeS3KeqeR0ITI08yzz/TCMiG4jIQSJyrIicIyIXi8i1zRzXARsEURTt10ayfqls6jL/DE/uDj1zO47jALYr0XEcx3EGeQQ7hvTYAsawg4Q74LMQTjCh9eQidsRqXiPgNNfT6DV3U+CmHHEUeW9ofPdWSpLRNCoPN0omh0UJJyqLich8Ocr/4QIL0TGPDvfnjKNZPK3qTWxh8lciUsST4iDh8Xqh8qcswqPtp6lq0TrXjm60r4mpe8GUSK0MPX6PLewNMho4APhJm7TeR+Pkt+UuexFZkcYjo3bpsF2FxuJ568VtZR0Zl3iXPQz7Np0qbVopu9YB5gue5elDQ24m3zFrsfb9TREJj3LNQ+iZt1vtuwzWxhRQaTpttyGbkm9BsZPy7wceLigrNZN5mnn8Ka1PVtVZInIbQ72CrS8i8+dccClUtqp6i4jczNCFhM2Ae0XkDMyo6NI8R5/2iDrKD53Inem+ouvK/GRz1DrB49C7VB5uBHbO8fvNaDSkPFhEihyJPUi4CNPN8SF2lHORNrJh5Fmn4/Q7OwhfN/qmTXWBWzuQO2/CPFOn2Qy4qLMsRRlp86GQsubLZcSTp57vCoxN3d9cwJN3t+i6DichrE+zgVuLJKyqD4vINCC90SFWX1tGQ9w7ehb+ATwJrJB6tgvwoIj8CTMsv7IDfWK3iMly54pI5HFheiHL5dWd5kJVrxCR+5k3D14Y2A/TzwwSesUu6k29btRR3u8WsXe9roP2MDbyLO+7lqU7CE9cyGLMG9M7FZ2r3IKdepHnVM1KyqOmawxzKDg+Eq9Dm5H/tM1eUBv9ZeLs5DBMB5/31LuQQgaSlK877JV8Vza9mI9Wrbsvi6p1G3WUGcpuRzNU9YkC4V5m6NpcL9Z8h5A4YfgscBCNJ1zkpWi/NpL1S2VTl/nnDIaWR7gO5ziOA7gBtuM4zkhlJnaM7HTgXkyxeAXmRbrTo6OKeKGeHVEshsqANLEJaG4veinuzJhGK3K/d0I4MWj13kvRaECyRHKVyZJA1qMW23kSaaBJeeeOh8ZvB62/X+wI97xeWdqR15NZVpYN7v/bpXSgHu3rYuBRhh7lNIn2BtgHBfcvA2e3CROrF8vRueI5Td568UwZiYrIt4AjaPTKUJRWSp/YO07tIK12XstDYuW4egfpx+hW+y6DOrTbkFLqcY0pa9yHfDLPrALHGKa5k6EG2KMwOSKPR5JOyvZTmGeWdL+0APCR5JolItdjHpWuBa7Ie/xzF6ij/NB1uVNEjgL2zBn/Cap6QvBsGYZ6ogO4J2e8ae7O+ftY+a1CucdFdnN8iBlwFDGWrXqcrju9mMvVlbLbYzhvKYuRNh8KKWu+XEY8eep5aAxXF+/XUF67b7e+Epb11A49jN7JUK+leevSK6oaevDKhKrOEJHPYAvd6bF9MUzG+xTwmohcjclx15LNA223ickCeU+9a0fXZbkCutMi/B74fur+4OQZIrIeQ08VmQv8oeT0q6KO8n63CN91PqpvDx3rDkRkEWDH4HF44mWMUL6YQ9zbfFuSPvIRYLUcwaoqjzquMTzSwfiYWSYtaGS+W0FjxBi10F+KyMcwPXvsxKUiFDUULFt32Cv5rmx6tbYYMrVgupBTJyAiFwIr5kzjUFUNN8JWrduoo8xQdjsqKruH9bEXa75vIiLbYrJpWX1q0X6tn3S2taZG88/QCZ3bWDqOE8U7B8dxnOHL5ao6sYJ0e+HpJqYMnN5BfDFhPO8RNr14714p6xfM8duy3nu4fL883y4TySJCONnu5gJm5e1LVeeKyB+Ab6YeryciW6rqdbEwIjKBxuMzT8+wuNyLehEuarTjpU4TFJHjMQVEmbRSdsXqTcxDV1byhu3L9l0ilbfbCB3X45rTK89+Ydl20q6gednmMcAuXLaqeo2I7A78H3GDobGYN5k3PcqIyF2YovVPqtqJoWBR6ti/9KL+jSf/4n94AgTEPcb4+JCdmLfrvHIFVD9O1526eWvtJWXXg6JeopoyEudDEUqpo730TCwi8wG7BY/rZIBdlSzXSV2Cxvo0v4iMy2FU3ZGMrqrniMiHgd8Q9/w1DtgpuQDmJiegnAmcpqqPdpJ+QeooC9R13PkDcBTzNoC9XUTWTE4cCL1f/1NVH+tp7rpHHetIt6jju5ahO9iFod6fb1XVqRnChXLLyx16de+XuUod1xh6JZMWMXCPeRYvSuVtUES+Bvy45DSLbggqW3dY1/G1HVWtqfZSJ7AesGrOMAtHnlX9HpW34Qh1bUe9nHvuAFxA/BS5ohTt1/pJZ1t7ajL/DNtkoQ3NjuMMf0ZVnQHHcRzHKcAikWevdhBfLGwsjaop2wvFSKNfv1/ME8UrXUyvLu1rSuRZ6OE6zSQaPWyenCGdOtaLcEd1LhKFRMz4+nngd9jC6TuACdj7L6iqkr7I57EH4l62Ozl6b2bO39exHHtJXdptmo7qsfMm4XfvpFybhc9VtqraUdmq6sXA2sAPgWczBFkXOBK4S0TOEpG8/VOnjPT+pVN60T+1ot/LL/a+RQx4qh6nnfpStbyQhZE6H+p3JjLUa9jDqlrE62S/UzdZrmMZXVVPw2S5XxE/JjzNKOx4+h8BD4jISSKyTKd5yEm/ywI9Q1UfB/4ZPD4o2VBxQPA8i76lXxhJdaR279rp/DJh7+A+64afXvTRraiqPGpXD+js28cMoeoqa1X67UXk7cSNr18FTsP0yROBNbC8jgNGRfTGpVBS+3eyMVx0AlW/Rx37zxHdjkRkCeB0Go2v52Jy7eHYRq31MWcgCwOjI/3a5T3MtpODGsw/Qz1sp/Ki4zjDFPeA7TiO4/QjMQE7tvMxK7Gw7YT4Koh5wDtdVT/Y85z0J7Hvt66q5j3KvtfEdrDHdv+XRS3al6o+ICJXANulHn9QRL4YHkkpdg7vgUEU96jq1RnyF6sXP1bVwzKErR3JwujRkT/9CDhKVWPvGyOvcVfMW0Qnix15j8CMvdeuqnpRB3noJ2rRbp2uEH73Tsq1Wfiel62qPg8cISLfwjxUvBPr7zemuXcpAfYF3iUi+6nqP3qS2f6VH+pCL/qnVsTK75N9dOxm7CjZvJ5zofpx2qkv/SAvjMj50DBgr+C+Tt6ve8nLDPXCOVxkuceBT4vIVzCDhh2xTb4bMM97csh8wCHAe0TkPap6U08yG5cFFgz1Cs6bnAzsmrr/CHATsGzq2XMMrzY9kuT9GQz16Pi0qvalR8RBRGQMjScunJsxeC/m262oqjzquMbQybePeTytq6xVtf7y2MizKcAXVTXTKR0iUheP/k4+hotOoOr3GEkyQ79wBBAa2N4A7J+c4pIV79tqTFXzTxGZn0Y5I6ardRzHcQNsx3Ecpy+JHeHbyVHHsbDPdxBft4h5iSxigDFS6cvvp6ovi8hshirku7nTvk7t62SGGmAvjnm1+XPwu4mYN+c0v8+YRl/WixZsD6wQPPtfVT08Zzx5v0Gs3nRyJF/esMOtHPNSp3brlEtYtotFf5WdWpVt4u3oH8k1qNTcAng78O7k31BvsShwtohsqqr39iCbI7J/UdVJ2OkSnRJbxO2kHucN2+/l93Dk2coF4ql6nHbKp+hxuCFlt8dMhht5GOHzoX5mz+B+OBlr5uEFhtaBTupSLPxMVa3sCORkg+9fkgsRWRjYGpPhdsHkuvAU1uWBv4nIBqr6XA+y2UwWeKIHafcj52EG1oNj/UrAL4LfnKaqnXib7DZ5x8h+lxfz8CxDjc3q6MkzL9sztG98RFVvzhg2lFsWERFRVS2YlyJzlSrKo451vicyaZnemwtS2bcXkTWAzYPH56tqqxMnY1RdV5xiVKoTUNUJHaSVpmrdRh37z5FOuHnoUeCdqhoz1m9F35RjiTrbvqOC+WdMBxvT1TqO4zR0Po7jOI7TD0yLPFu3g/jWizyLTaSrZhoQKoBXrSIjfcrTkWf98v2eCu437GJadWpfZ9F4vHhMKRw+ewM4JWMa/VwvYrwruH8D+H6BeN6S8/ePRp51Uk83yvn74VaOealTu3XKJSzbsSKyegfxhWU7lxoZganqTFW9UlV/pKo7YArSr9O4eLoQ8N0eZWuk9y+dEpNf1+4gvnVy/r6vyy9ZGAi9/xYxwK56nHbmMTu4L2pIXZYR/FodhI215W55Ahqp86G+REQ2A1ZJPXoBuKKi7FRNWJ9WSzacFSWsT7WqS6r6iqperKqTVXVrbMz9IRB6m14e+FqPstXXskCvSQyr/xQ8XjG4P7lLyVc1Ro6kOhK+61gRCTfx9xt7B/fn5Qgbyi1jgELz7cQr8PicwaoqjzquMYzvYHzspUzaKVX2N6HOGOCoAvHk1Rk79WC46ASqfo+RJDPUHhFZl0Yd2S/zGl8np8oW0bU5FdOD+edKkWcPFYjHcZwRgBtgO47jOP1I7JiYcPd+HraIPLuxg/i6QnI86q3B47VEZLkq8tOHXBt5tl3kWR25OrhfRkQ6MZZoRbfblzZJowFVfRU4I3j8ThF5UxkiIosA+wa/uUhVn8yYv/tpND58m4g0O7aq7qwS3N+nqjHFYDu2yfNjVX2ERsOYrQuki4iMIt4vt6Kf23cZ3EvjZoVhPy6OEErrk0VkLI0LC7fX2Xudqj6nqkdj/Ul4hPDuHRowZWWk9y8dkXjlDI9i3ayDKPOGvQHbaJCm38rvtuC+iAH7jdimrDRFx+nFyG8I78wjNKgvenTzGp1mJGHjDuTeWHvslrwwIudDfcxewf2FyakXI5GwrMcAGxeJSETGA8sGj2sto6vqY6p6BLAzjeNQOI/vFi7L5aeVgfXNqnpLl9KtaowcSXVkOL5rJycuxPrQonOVjYG8MlUl5VHTNYYxwFsLhu2lTNopVbbBUGf8uqreUCCeXDpjpx7UQHdfFlXrNobjONrPhP0awL8LxLMJsECHeXFqQBfmn7E+IpShHMdxADfAdhzHcfqQxJjwweDxDiKS+4igxBgpVNS+QqOhQ134V+TZPj3PRX9yGRAu+u6e7G6uOwORZwd0Ka2baNwdvHcRw4xEcf+O4PE9qprH22q48DcK+Ejqfj9gXPCb32eNXFXnApcEjxfGJuj9yNLBfW7PtkmbCD0IZeGa4H7Lgp563wnkXfS5jUbvNtuJSFneIWuNqr4BXBc8XkdE1i8Y5fsjz64qGFdVxIx8+nFjRey7v69gXHvQqEzui3JV1XuA3wWPx9HaO1lYB4qWfz/LD3UhHB/WEZHcBrwisgQwMU+YROYIF9/XEZGYR9q6cn1wv6qI5DJISja1/Td4vHuykS0vH8AMJHpJWe25DoQe/XN7kEvmsIUWmSMsDOxUIA+LRsI9qKox79FlMBB5NlLmQ/1IaICdxxhukAZZrk83yZYpy/WtjK6q/wbODx6vLiLhXD5NWX2/69Fyoqq30nyjSLe8X0N1Y+RIkveHVXsQkU0Y6nV6OnB5jijCeQrAewtmp8h3rLI86lgXiugiIZ7vWNnWgSr1lx3rjBP26zQjTmVUqbsvhRroNkaSzNAPhP0aFOvbPtBpRvqcstdRKtfhFZx/xgg3h81l+G+odxynIG6A7TiO4/Qr/wju5wcOKhDPB2g8mvLSxJitjsQWLr8iIr02gug7VPUlGhfuV6Z7C/dlcgGNk9aP5zW+yYKqzsYUSWmWp5gS/GM0KrH+mTM//wHuCx4fmPr/pOBvz5LvuFGIt6vDc8ZRF14N7mNKqHbsDxQ58vT0yLOvFogndxhVVRrLfRzw+QLp9yvhuAjwibyRiMg7gA2Cx7cV9KReJaG3ZDAjs37jOhoNEfYQkfAY8Cx8KvIsV59cMaEXZYDFWvw+rAOFyr/P5Ye68PfIs48WiOdAYGyBcLFx/rAC8VRFzHigyHG/4Tg9Dvh0ngiSRcUqxtZS2nNNuCe4XyvxvJWHDwELlZQfKNYeD6BxU0+srZfFiJ0P9RsishpD+6iZFKsbw0WWu4RGz1sHiEiuNpzofGJttZ/qU1Wy3J006hS2FJEdi8Q3gogZWs8E/tTFNCsZI0eYvH858GLwbF8RWbOKzJRAODZfmIzjmUg8wt4ZPN5LRMLTBloiIgsCH84TJqHK8qjjGsMBeU+5ShwPhB6Z71DVR8vLVnlUrL8MdcZLJJ6MMyMi29PZiVZOtVSmuy+ZynQbI0xm6AfCfg1yroeJyOLAweVkp28pe+5dFx1e3vlnjNAA+w5VDU+idRzHAdwA23Ecx+lffhV5dqSIZDYaTBZrfxz50/8WzlWXSYxRB4LHbwF+1vvc9CXfizz7qYjk9qrTSxKl8WnB42WAX3cpyeMjz36aZ3ewiKxKo3GTAscVyE/o0XotEdk2WZB4e/C3P+VZbEk4Hbg/ePYOEfliznjqwJPB/VoiMiFr4MRL308Lpn0OEBrpflREMh/DJyKTMC8aRfgRjYY5XxeRrQrG12+cTKO3xk+ISGYjvWShLTYG1nZcbMELkWe17utjqOpM4KTg8fzAz/PEIyLvA0Ijk4fJv2GlSmIyXitPq2EdWDzxoFyEvpQfasS5NI4PnxGRtbNGICLLAN8qmP5xNG5k+LCIFPVu12suwTyspAk96mbhd8Cs4NmRecoB+AZQhffwsD33c9sLN7FOAgAAIABJREFUPbKPIYcXucQQ7chScwTvSzZgZc3DksDkyJ9OKC1HAT4f6itC79eXFlygHC6y3BPAX4LHywHfzhnVF4Cwv/6Pqt5cNG8VEMpyim2gbkZYB1YTESmY9vcjz04qcpLeCOJErMzS10qqGmubZVHlGDki5P3Ec+ixwePRwB/zGr7WhDJOXAjllwWAo3PG8Q1ss1YuqiyPmq4xrAx8LWeYX0aedU0mLYmq9JehznhBcswrEzn4N6XmyOk1Vevuy6Jq3caIkBn6hLBfg/wn2x4HLF5CXvqZsufeZerkOyHv/HMIIrIAsHnwOOYEyXEcB3ADbMdxHKdPUdXbafT0sxjwFxFpu5syUWKeRaMAfpuqXlxOLrvGN7GJQprPich3ii5GicgGInJKRZOgnqGql9N4xOISwEUism6ROEVkARH5uIh8qeMMtuaHQGhYvL+IHJO33EVktIis0uInF9K4O3gCcFoWTyhJPfor5n0gzfmqGnqeysIfaPQadhCN3q+h0Vi7Lao6h/gC+NEi8vG88Q0iIm8TkdBQpNv8O/IsttGkgeS4ywso5jUbVZ0VSWsUcJ6IbJsh/f3oQJGvqg/QWP5jgb+KyNuKxJm0lQ+KSGzBvlao6rPAKcHjMcDZWTYnJf3ISTTu6n8G+GMpmewtt0ee7dbzXJTDcTT2/+8XkUweZ5JjmUMjboBf9PLEDxH5ooi8q2DYRWns86djRuTNCI8khYJ1oM/lh8pJNkaFmyfHYv1T26OWk4Xec7BvXiT9F4GfhNECp4hIaLSRGRHZVUS6Zfz5Jqr6HHBt8HiHAvFMo9EYYRxwsYis0y58sjEtr8FgWYTteYM2smyd+SeNBvXfyuLhM1n8+SOwWhfydVqWTXvJPPoMGuXFy5I5ervwk0REg2sgYx5H8nyonyjDGA5KHMdrQGhcB/BlEflglsAisgtxA+KeGsmJyOSixmFJews3Pt3VZvN0WAcWAwrN67C+M2zTqwEXSrGTZRCRRUXkayJSxOtt7VHVOar6VHA91+VkKxsjR5i8fyyNxidbAmdl+dYxRGRZEfle0flewTRXZaj+YhZwUYGoTqFxs+aBIpLpRLFkU+fXC6Q7SJXlUcc1hiNFZNeMaX2Pxo3mLwCnFky7J1Sov4zpjL8v5gm4XfwLAmcCaxXJn1MPqtbdl0XVuo0RJjPUnZuBcLPv50Vk5SyBReRb2OkpI52y11FKmctXMP8MeRvmCCfNhUXy4zjOyMANsB3HcZx+5lM0Tq62Av4tIps2C5RMwi8FQiXkbOCQUnPYBRIPFd+J/OlbwKWS0XuZiCwlIoeKyL+A27BjskaXl9PaMgl4Ini2JnCdiByecWFHEuPaY4GpmMKnqzvcVfVu4MuRP30RuEREwp24DYjICiLyeeBeWtT15DjEQ2g0et4L+KeIrNEija2AK2k04pwOfLZdHpvk5wkaN1zsBxwYPLtJVW8tmMZpNCq/xwAniMjZktGLsIisLCKfF5FrgP8AexbJTwdcROMRX/uJyEnS4phrEdkZuJp5O7pfKpj+L5J40iwGXCEivxaRIcdUJgsE24vImZgn8kGlfxhHVr5Eo4JnOWBARH4sIpk8EonIW5OFnPuB/6OxPteVw4HHg2drAP8RkabeSURkJcw4JmxTAB9T1dCzdu1R1edpNLI4KDECLrSIWRWq+jC2MBpytIgcnxgnRxGRj2Dec8N3vo7eezbfHhtDbheRI7IsisCbRwpfDKwa/OmMNkrTa2g04PiZiOyVZYExwiT6UH6oEUfTeKz8+sCVIrJ1s0AisgHmmW3wxIsZHaQfbrJcGNu8+RvJ6KlIRNZM6u/tmNK9iCfqIpwb3G+bLILn5QjgweDZysAtIvLDsF2KyFgxQ/NLgGNSf7qmQNqdcFVwPwo4M4v8WzcST86hx5yVgX9IC4PgZH47AOyePCprbB6MZ2VsHv3uFnlYCxtTdorE8cmS8tOUkTwf6hfEvAmn+0Wl+Gkbt9M4JzlczIi/SP9XGap6FY3e2kcBpyaLymNj4ZK50pcxD9rhb/6iqqFn7W6zN3CNiFyTzHnHZwmUGJNdCoQya7tNnmHfD3CyiOwgIrnWtZJNh++nca68FXCziHxKzIC3JSIyRkTeKSK/AR7BjJhye7114tRgjJzECJD3VfUl4IM0euDdHbhRRD4k2TYbLZDMrf6IbYz9BvmPde+EvYP7y5J3y0WyWTN2At6vRORHzfqGpD84HPgzpj+EAnOVKsujZmsMg+12PuCcRHcT7etFZDER+S32jiFfTMq07lShv7yOxk3s22Lfu6kzDhHZAriCecZzRXXGTj2oWndfFlXrNiYxAmSGupPohUN92RKYfqDpep6IrCjmOCk9Bo7Yvq0L6yhl6eR7Pf8MCdfTnsN0PY7jOFHaTtocx3Ecp66o6gMi8ikaPX5uDFwvIv/BjBEfxRZOV8IE5h2Jj4FHqOoNXcxymRwFrIMpaNNMxJQl92KLD3cAzwMzsWOUlsCO1toMWJeRYXA9BFV9Qszb4QCQNkhdGPgB8A0RuRJb7HsS85yxIPb9VgQ2xb5fW4+NZaOq/ysiWwKhh6UdsDp/G7b7/kHMe8p8WJmvixnWbk7GDXiqepWIfAera2FadybKqksxY8/RwCqYIvZtmFfJIdEBH1fVR7Kk3YTfA2kPKIskV/ibTvgEZqwaLjDsA+wjIrcClwP3YZPtuVi9WArYAKsXa9L4/j1DVV9IlHbfCv50CLB3oiy9CavXi2NKvd2BDVO/fQP4PMW8ic8VkQ9hivm0p4FR2Pf9hIi8DDyF1ZsVsPaV5m/A2cA2wfO2nnpV9RUR2RNT8iyX+tN82DGmXxCRqzGvL49h/eNY7Fssj40fm9F4OkJfoKrPi8gB2IaF9Di3GvAvEbkJOB9T6r6Oved2wC7YMbshx6tqUa+FdeBkhh4dPBpTsv9MRB4DXqSxXp2gqnU8rvan2MaxUPH3KeBDInIecD12lOiiWF+2D9YnhbwIfCjx/l8F62NeHL8vIlMxbyW3Ynmfji08D77DO7AFwbBffY423mpU9UkRuYihHjaWwxTzs0TkUeBVGj1+HRqTB/tZfqgDqvq6iByEfb+0Edk6wFUichVm0PwoNr6uhB0bOpF58uob2OLIjwqkP0fMW9NVSZqDCPBR4GARuQEbvx7CxodRWPktA2yEld+EvGmXxGmY999BOW4c1nfnMr5T1VdF5AOYMXp6EWV+4DDgMBGZjo3TC2JjY+jt5VfANCBtOB8urJTNX7EyWTL1bCtM/n0ZW/hsMLZS1Y27nK+ifAur3+m52FbAPSJyDraJ71msf1kVM3hO94X3YeN5Gd6xTsSMElfEZLeLRORG5skLs7D2uCM2BsUWy45Q1XCDRVcY4fOhfmB3htbr61Q1dix0W1R1dmJE9qnU44WwOcpJyTj+MhFvuapa1Oi7m3wZk2s2SD0bg8kznxSRv2BGa88yT2+zD0PnVIM8Chza1dy2Zqvk+rmI3APcghmRTWOeF9nFMS+ZO2AyUMh9mAFQU1T1WhG5k6HHw6+FtbsZiTz/WiTobskm7jC+25O56jkMnSstCxyPyaaXY6dOPIPJzAsl7zIekwM2oXEh3ymXysbIkSTvq+olIvI5Gk+pWR0zTvmZ2AkVN2Jt+xVMBzeoR9oM059UuSEmPHEhNMDKjKpOEfNknXaiIJhn60OSuncr8/ro9YF9sXIf5ALsG21fIP0qy6MuawzXYvPz3TD91DGYDu9szChsOtZfb4GVfcwg7DxV/UOH+egJVegvVfWNRLY9OfjT7sDU5Ftfw7w+djymi9+SobLtZ2hcj3P6hKp192VRtW5jJMkMfcB3gQ8wVFexFrbJ8iJs7vAYJv+vgI1v72RofTgZG3Nzj+HDiNLWUcrWydOj+WeEfYL7P+f0oO04zgjDDbAdx3GcvkZVT012TJ7I0HFtFLa4lcVTgwKHqepPu5DFrqCqmihKHsB2e4cLvGvhR8I1RVVvEPO2eDaN32kh4N3JVUcOxIzUYt7fNkquUlDV74qI0OgNZT7M6GeXDNHMBg5S1TM6zM5fMYO7ZkqpmZhxUmFUdZaYJ+jjgYMjP3kr/eEJ+XuYImm74PlSmCK1FYoZOQwUTVxVHxKR7THlVuixFuLG84MMYIs+seO4M3khUNWpiXeWMzHFTJqxmCJt2CrTVPWyRAF8BkMVwGDKp6YnRAT8L/CFMvNWAcdjfeb6wXPBjKRiXtRq6cEuWSDZC/M2s3vw58UwD1MHZIjqCcwo5f6Ss1iUCckVHgnYiunAPqr6VIbffhVr72FbGIsp1mMs3CyyPpcfKkdVrxaRfbHvlzbCFsxwpt2Rt58F7uog/RcSLyinAu8J/jyaeQr92qGqj4nIZQz1PLwvOQ2wk7huEDuO/B+Y4UTI4skV48/YJq3JwfOuegpKDPi/BEyJ/HkRYO1upl82SRkcRaOMvSB2/G2rI3CfxAwhsvT5WZiOeRW6jHl95WbJlYUfqOqxJeUlKyN1PtQPhMZwnW7k+y626BnKZ6NpviFmySbPK0VVZ4jIjpiB3pbBn5cFPp4xqruAXRIvZXVg7eT6QI4wjwHvVdWY8XTIZ7HNpaFh34LENxpCo7fwN1HV80VkJ0ymDuvV4lgdDuux00OqHiNHkryvqr8WkWewjS2hjmY5rF3nads9Q0SWoLwTFwb5INZH7xg8Xxr4WJuwdwMfoYBsPkhV5VGzNYYDMGPFQdl+PHHv5DEuIa5LrC1V6C9V9ffJXPB/gj8thNXhj7SJ4vvJepwbYPcxVevuy6Jq3cZIkhnqjKreKyKfxTyIpxmFGQDv1hhqCJdi62HhKSwjjbLXUUrVyafo9vwTePNExlDX6GOf4zgtyXVUm+M4juPUEVU9GVOw31sg+KPA+1T16La/rBmqOldVv4lNIG/tMLoXgZMwDxojAlW9HfOacRydH+F9Pbbzv+sk5f4VTMk1tWg02O7gLOkdhSllGzxIZeBO4F2q+qcCYcN8zKK1gfVfy1iEVtXXVfUQzKteeIxdXp6h0XtN10l2Ye+JLRzlYTqwn6r+poQ8PIgZqx9PNs8RMzGPuO9W1VdoVJoqjcdFt0r/UcwA/btY/9YJd2EL9H2Dql6IvX+RUx2eAz6pqp9T1W57NO0qiVLt3ZgnzL4neZ+9sU0WuY82xk4F2UZVO5UZipLFYLodVwLbquoVWX6sqndinsNLMzjvV/mhLqjqBZjx86M5gs0ADlHVX5eQ/gvAHtgGk6c7jO5hOj99Iw/h++8pIlkWJxpQ1euxRZWs49tLmPHD/on3/HCc7vox34k3u0PJIQ/UmUTG/jaNHn9acRPWjz9Qcl6ux4z7H88R7DXsiPfY0e9dZaTOh+qOiCxAo4FBRwbYyWarHTGPn32Pqk7DPHKdgJ34kSs4Nh/etkJP6mXIcucDW6vqHVl+rKqXYhv1Oh2z03FegW1K/SOdeWpUbPPKv8vIlzOPqsfIkSTvq+rZ2OkQefVHIXOSOG7rOFPZ2J2hjlhuiHm+z4OqzsDmCaF34HZcCWyXzDM6oqryqMsaQ6LX3Q4zws7DycAeSRn2FRXpLw8Cfpcz7teBzyb1xBkGVK27L4uqdRsjSWaoM6p6ImZEPStn0JMxRyUzy89Vf1H2OkpJOvmezz9T7B/c36yq15WQH8dxhjFugO04juMMC1T1Ymyi/XHsOMpWiyiKLeB9GVhLVc/pfg67h6pepHa89h7YUapZjVAfBH4LvA9YQVU/qqqdKgn6ClV9SVU/i3nP+h5wM9kUTjMwzxqHA+up6paq+veuZTSCqp6O7az/OHA52ZQLt2HH16+tqsfnSOvPwBrYEYg303oRbA62+HAosJGqXp41nQy0MnIq1QAqMZJYC/Ou9HeyKxDvBH6JLVqspKpfKzNfWVHVFzEj7A/RfsHlGeAnWL04q8w8qOpnmFd3BoCHsPbzOrbz/B/YbvhVVfWbiaE9NO6en57XGFhVZ6nqtzBPHocBV5PN0GE2No58B9hCVddT1VPzpF0HVPUmzLve4HGM7RSJd2JHz66ukaPj+hVVfVxVd8Y8ef4Iq3NTsQ0HeQ1fKkdV31DVIzGPf7+kveHZK5jx046qumuFBjuo6iew8fbTwFlkN/Sbkfx+D1V9R6LAzZPu1diRyrthm2KuxIzoXiHj0aKROPtWfqgDidy+HrZ418oQewbwB2DDZMNlWemrqv4CK79PYcZTWWTguZhxz9HYSROrqerPyspXBs7FxtFBFqHRc1lmVPVJVf0gsAE25l2Nlccs7NtPxRYqPgWMV9Wfq+qgDBiO0z3xxKqqvwNWwowGTsXa3jMU25RSOYmB2ZbY2NRqTLof8wK7lao+3KW8XIvNp39Aa8Pkl7B2uYGq/rwbecnKCJ0P1Zl3MtS71f15x+wYqnoXZtSwPfBzrM9+DKuLPTvmvCxU9TVV/STW955M+0Xl54H/AzZT1Q+VYeBXFFXdBRu/v4IZ9j2bMeiLWL+xvaruqap5NnugqudjY/Z+mMHYddh3ix1bnTXOJ1X1AEym/jnZT9h4GXv3L2BywI5J/+mUTNVj5EiS91X1XlXdAzPE+y1D5c1WPIfN0z6O6b/2UNUizlGKUPaJC8CbffQhmKzfru7diY312ycbbEqhyvKowxqDqj6DeTf/GK375jlYGe2gqof0o/H1IL3WX6rqTFU9FNsY/Z82P38RO3l2fVU9LkOenD6iat19WVSt2xhJMkOdUXPasClmjD+7xU9nYfVhu2T8GPHG14OUvY7SqU6+qvmniIzB9I5pjskTh+M4IxOZJ184juM4zvBBRBYHtsaO6FsGO650GuY15/pEmTcsSY5I3hA7xmep5BqFLRRNx44UvEtVp1eWyRqTHGO5OXYM8FLAopiHt5ex40zvAR5U1Vot9orIQthxhStgx2Mugi1ITscWpO5U1edKSms5bBF8Wax9vYG1r6eAaxLj32FFMuneBFOGL4UdbT0XqxcvAPcBd6t5gKgdIjIe2AbrExfFlKhPwP+zd+9xWpZ1/sA/N8cY3BAUYhQRjyk/NQldlESRXJNY3XzRptvaCykyNRUtKrSNTF2lNVsi26UNz7kHD7hbJrqIYKkZiXnaDQ8kKniE1FUsBbx/fzwwOTDqjczMw+H9fr3m9WKu676v63sPM8/zzPV85rrzP0keKDeyXwqKorgzydC3NP2iLMuDW2Hc7ql97zam9v+4dWpfi1dSC3A9nOTRsraL+GZl9bUfkNq190ntdm9LU7vu35S1XXfYBBVF8cHUQnO9U/u+Xp7aY/KTSea95c2RjU5RFI2pvdEzILXH1e7502Pr0tQeoxaUtV1pNmqb6uuHelv9unW/1EKUjak9Nv0+tdt4/6q93kgviqLr6jq2T+3/r2dqby6s+V58JMnD7zVI0FqKojgtyffe0jS/LMv96lDH4tS+VmtcVZblu92umndQFEWP1MIma74HV6b2hyr3rg6gtmctHVJ73bt3aq8di9R+j34yyR0b6xuUfh+qr6IofpRaEG2Ni8raTuW8g9XPgx9K7fVQn9R+P/m/1L6fHk9tV9eN9q40q3/P3CW113Jbp/ZabkVq1/B8kgdTC+NvtNewxuqf6w+n9vixTWq3wF6e2rUsSe21yRMb2+/OW4KN5TlyS3q9v/pne5/86efhfamFZf4vtdcDC9Y3zNKKtXVN7fX5W+8Es3dZ24W0tefaJrW1qe1S+1r8MbVQ3/yyle9I8i511OX/oy3fYyiKYm5qf1y1xu1lWQ5v4bhdUwuC9Uvtupem9vP/y9Z6Xbcxas/1y9XPfx9J7ft869Q2cHgutQD8bzaF9RjaX1ut3be3tlrb2JJeM2yMVj+GDk2yc2rrzWVqa42PppYP2Cjfw+Pdtcfvn0VRHJ3aH6KtsSS1P77d7N4zBFqXADYAALDRWL3w/2RqIbw1BDgA2OIVRdEttSDpdm9pPrgsy1+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8lPLvae05/Gw8E8gNAGBSHZjW+wTD3Znkp2P0m9shZt8AAKa/ieYGq2LfALowq98LYJXa/1AmSTefIunU90ldjAcA9MeeSb5bSvlmKWW9cfTrWW5Ra12ekY8wklcAwNTq571944zcU/rt0DgTYc8CAPpvdpK/SLK4lPKBUkoZR1+5AQBMglLKmkmO79C0oMGTru0bAMAM02Vu0C37BtCBAuzBtVGH2NIuxuvUd04X4wEAvXdnWk+nuDKtzcyHR7n2VUkuK6V02kTtZLJziyeUUp7YxXgAwPj0895uzwIAppcVSX6X5Jokv0ryh6FYJ7OTfDzJt0sps1dxTTu5AQBMjuOTbNcWuyvJJxv0tW8AADNPN7nBaOwbwAQpwB5c63SI3d/FeJ36rt3FeABA936Z1ouk+Un+pNY6p9a6da11p1rrZknWTbJ3khPT+UXENkm+V0ppck+XWwDAzNLPe7u8AgAG2/IkC5P8TZJdk6xba9201rp9rXXHWusmab0x+bIk30rnN1VfkeSfG84nNwCAHiulHJzk3R2a3ltr/UODIewbAMAM0oPcYDj7BtAjCrAH1+odYg90MV6nPzxP6GI8AGDivp9k11rrs2qt76+1nldrvaP9olrrg7XWn9Za35NkbpLvdRhrXpp9olVuAQAzSz/v7fIKABhc/5DkabXWfWutn6q1Lq613td+Ua317lrr92utr0ry3LROuGp35NAbvGORGwBAD5VSdkny1Q5NZ9RaT204jH0DAJghepQbPMq+AfSQAuzppfa4b+liPABggmqt/15rXTzOPnfUWg9M0ukF1BGllK0mspQJ9Bmtr9wCAPqrn/d2eQUADIBa68m11l+Ps88vkuyW5Ocdmj8xjkcKrzTsBPqM1lduAMDjwtBe/39m5CmOv0pyeJfD2zcAgGmm17mBfQPoLQXYg+vhDrG1uhivU9+HuhgPAOiPI5Jc1hZbPclRY/STWwDAzNLPe7u8AgBmmFrrvUn+PMmytqbth+KjkRsAQA+UUp6S5JwkT25r+nWSFw/dr5uybwAA01yPc4Ou2DeAzhRgD64RR/un93942v8gAgADrtb6SJJjOjS9ZIyucgsAmFn6eW+XVwDADDR0AtZJHZrsOQDAJCulbJJWgdXT2pp+l2S/WutN4xzSvgEATGOTkBt0zb4BjKQAe3Dd0SH2xC7G69S30xwAwOA7N8nv22LblVKeOkqfyc4tHqq1Lu1iPABgfPp5b7dnAQAz19c6xPYdo4/cAAC6UEqZk9a+/w5tTbenVWB1zQSGtW8AANPUJOUGvWLfAIZRgD242ouqkmS0oqqxbN5wDgBgwNVaa5ILOjRtMUq3nuUWpZTZSTZtMD4AMHn6eW//Q5IVbbFNSykT3WeyZwEAA6LWemVa9/rhOt2rh5MbAMAElVI2THJ2kme0Nd2ZVoHVFRMc2r4BAExDk5gb9IR9A1iZAuzBdUOH2JZdjNdekLU8yc1djAcA9NetHWIbj3J9L3OLzZKs1mB8AGDy9O3eXmt9KMlv28KrD40zEZ0+RCa3AID+ad9zeEIpZf1VXSw3AICJGbq/np3kuW1NdyfZv9b68y6Gt28AANPMJOcGvWTfAIYowB5cV3eIbTORgUopT8jIT34sqbU+MpHxAICBsKxDbK1Rru9ZbpFk6w6xX01wLABgYvp9b+/3/ADA5BnvnkMiNwCAcSmlrJfkrCS7tDX9X5I/q7Ve1uUU/b4393t+AJhWpiA36CX7BjBEAfbg+p+MPHp/Ximl/ZOlTcxL61Mjw10+oVUBAIOi02nXt49yfacXZM+b4Nx7dojJLQBgavX73t7v+QGAydNpz+GOMfrIDQCgoVLKukl+lGS3tqZ70yqwuqQH0/T73tzv+QFg2pii3KCX7BvAEAXYA6rWuiytIuzh1snIRww08acdYhdMYBwAYHDs2CH2h1Gu/+8ky9tizyulzJ7A3HILAOi/ft/bf9JwnFENrbd9k/X3Sa4Z71gAQPdKKetk5KN87661PjxGV7kBADRQSnlikh8m2aOtaWmSl9RaL+7RVPYNAGAamMLcoCfsG8DKFGAPth92iB0ygXE69ek0NgAwDZRSNsrIF2APZJQXFbXWu5O0vzhbN8n+E5j7hW3hm2utV41nHACgOwNwbz8/yYNtsfmllA3HM3+SP0vyxLbYj2qtdZzjAAC9sW+SJ7TFft6g3/mRGwDAqIYKlv4rI09tXJbkpbXWC3s1l30DABh8U5kb9JB9AxhGAfZg+7cOscNLKe1/xFaplPLcJLu2hRfVWm/oamUAQD+9N0n7KRXn11rvH6Nfp9ziiHHOfWiSNdtiXx/nGABAb/Tt3l5rXZrkP9vCaw6NNx6d1iu3AID+eV+H2A/G6iQ3AIDRlVLWTuteuXdb031JDqi1djoVslv2DQBgQPUpN+gF+wYwTFH8P9hKKT/JyOP2j6m1frJh/x+m9cmP4Q6rtX6lF+sDAKZWKWVeWo/2W6ut6c211i+P0XeDJDendcrFo1Yk2bvWelGDuTdK8r9JNh0WXp5k+1rrkgbLB4DHrVLKjUm2HB6rtZYux+zrvb2Usm+Sc9rCtybZqdZ6V4P+e6WV1ww/IGDJ0Pztj0kGgBllMnKDbpVS3p7ks23hFUl2rLWO+ShfuQEAdFZKWTPJ95Ls19Z0f1oFVudN0rz2DQBgAPUrN+iWfQMYyQnYg+/jHWIfKaXsPFbHUso7MrL4+vokX+vFwgCA8SmlPK2U8tfjeZpFW/9d0/pUaHvx9TVJxvxw1dAjB09uC89KsmCsR/uUUmYlOSUrb7QmydcUXwNAf/T73l5rPTcjH2e8aZLPD40/2vwbJVmQkXtTf2ejFADGr5SyfynlxV30PzzJP3Vo+kqTN1ETuQEAdDL0fsC307nA6s8ns8DKvgEADJ5+5Qb2DWByKMAecLXWHyX5blt4jSTnlVL+vFOfUsrqpZQPJvnnDs1H1Vof7vEyAYBm1k/yL0luKKV8rJTy7CadSikbl1I+nuTCJE9qa16R5N211kcaruETSX7TFtsuyUWllB1WMf+Gab0IfFVb0/8lOabhvADA5Oj3vf0daZ1+Ndxrknxr6KStTvPvmOSiJNu2NV2S5LRxzg8AtDw9yQ9KKZeXUo4qpTylSadSytNLKd9IcmqS2W3NdyT54DjXITcAgCGllNWSfDPJS9qaHkjyiqEipMlm3wAABkSfcwP7BjAJSq2132tgDKWUjZNcnuSpHZoXp1WgfUNap2Fum+R1STr9kfxsrfWdk7VOAGB0pZTnJPmftvBv0rrP/yKtx+vck+TBJBumdT/fM8neSdZcxbDvrLW2P+ZnrHXsnWRhktXamlak9aijnyS5JcmfJHl2kr9Msk6HoV5Va/3WeOYGgJmqlPJfSTYb5ZKnJ1m9LfbzMYZ9aa31tw3m7uu9vZRyTJLjOzQtTespXL9IayP2qUn2SXJARh4KcE+SXTxZA4CZYqpzg1LKu5OcOCxUk1w1NOYVSW5P635bk2yUZJu09hvmJSkdhrwvyfxa66Ix1tRpLXIDAEhSSnldkn/t0HR3kpu6HH5xrfXNDddh3wAABkA/cwP7BjA5FGBPE0Of5FiY5MkTHOKbSV7ryH0A6J9VFGBP1ANJ3ltrbX98YNO1vCqtFy/tG65N1LRO3f7MROYGgJmolHJjki17POzTaq03Npy/r/f2UspJSd41we73JnlxrfWiic4PAINmqnODDm+kduM3SV5Xa71gogPIDQAgKaUclmTBJA3/41rrC8axFvsGANBn/cwN7BvA5Gj/ZAADqtZ6VZLdkvx0nF0fTvKRJH+p+BoAZoyfpvVpzgkVXydJrfXfk+yb5Nfj7HpHkoMVXwPAYOn3vb3W+u60Hh143zi7/jLJHjZKAWAgPJLkq0me1c2bqIncAAAGjX0DAKAH7BtAGwXY00it9ddpHav/miQXpfVJ01VZmtYnZp5Va/1wrXXFFCwRABjd/6Z1Lz8uyVlJ/jCOvjcl+VJahdd711qv7HYxQy+KdkjyN0muG+PyW5J8LMm2tdb/6HZuAKD3+n1vH/pw2PZJPpPkzjEu/3mSv06ycy/yGgAgX05yYJJ/TPLfSZY17LcirTcvP55kbq310FrrXb1YkNwAAAaLfQMAeFyzbwCToNQ6Wg0vg6yUsklap2JvlWS9tD5lcnuSq5JcWmt9qI/LAwAaKKVsmta9fPMkGydZO8nqaT025660irQvr7X+fgrWsl2S5wytZe0kDyT5bZJf1Fp/OdnzAwC91c97eylldpLnJnlGkielld8sS3JjksVDHzIHACZJKWVWkqcl2TKtXGDDtPKBJLknrT2H36Z1X146BeuRGwDAgLFvAACPX/YNoDcUYAMAAAAAAAAA8P/bu/Nou8r6/uPvbxJIIAwJAZQ5IBBQQQYbi7QyispgUcGBQat14VyqVUTrUFGkdfpp+RX8FSvUUgsqQn+CQhVJaIsFFBGsjDIoIkKYEsIY+PaPZ2f1sO8+5+xz7rk3N+X9WuuurPPd+3m+z95nn/vHXZ/zRJIkSVJL01b1AiRJkiRJkiRJkiRJkiRJkiRpdWEAW5IkSZIkSZIkSZIkSZIkM359TQAAFwVJREFUSZJaMoAtSZIkSZIkSZIkSZIkSZIkSS0ZwJYkSZIkSZIkSZIkSZIkSZKklgxgS5IkSZIkSZIkSZIkSZIkSVJLBrAlSZIkSZIkSZIkSZIkSZIkqSUD2JIkSZIkSZIkSZIkSZIkSZLUkgFsSZIkSZIkSZIkSZIkSZIkSWrJALYkSZIkSZIkSZIkSZIkSZIktWQAW5IkSZIkSZIkSZIkSZIkSZJaMoAtSZIkSZIkSZIkSZIkSZIkSS0ZwJYkSZIkSZIkSZIkSZIkSZKklgxgS5IkSZIkSZIkSZIkSZIkSVJLBrAlSZIkSZIkSZIkSZIkSZIkqSUD2JIkSZIkSZIkSZIkSZIkSZLUkgFsSZIkSZIkSZIkSZIkSZIkSWrJALYkSZIkSZIkSZIkSZIkSZIktWQAW5IkSZIkSZIkSZIkSZIkSZJaMoAtSZIkSZIkSZIkSZIkSZIkSS0ZwJYkSZIkSZIkSZIkSZIkSZKklgxgS5IkSZIkSZIkSZIkSZIkSVJLBrAlSZIkSZIkSZIkSZIkSZIkqSUD2JIkSZIkSZIkSZIkSZIkSZLU0oxVvQBJkiRJkiRJWp1FxJrAQmBzYGNgNnAvcDfwX5l50wT23gJ4AbAhMA+YCSwDfgdcD1yfmY+PqNeawAsp1zkPmAs8BiwFfgn8IjPvGkWvqSIipgO7AM8FngXMApYD12TmxUPOOQf4PeA5wBzKRin3Ad/LzNsHmCeAnYFtKM/dPOAh4B7gVuDHmblimDUOsIZpwO7ATsBGQFb9bwF+NKpnr6HvHMqz+CzKs78O5X25D7iB8iwuG1Gv6ZRr3JJyjXOBB4ElwI3A1ZmZo+hV9duA8pneBlif8vvkMeBhyuf6duDGzHxgVD0lSZIkSZIkDS5G+HdBSZIkSZIkSXrGiIj9gfcA+1ICoN3cApwHfHYUAeWI2Ab4M+DlwHZ9Tn8YWAycA5yVmcsH7DUdOAI4EvhDYO0+Q24ALgT+ITN/2mPe+ZSQcKc3Z+YZg6yvmmsRsFdHaXFm7t1nzN7AJbXyPpm5qDq+JXAc5drnNkwxpkdEnAG8qaN0e2bO7zj+CuB9wD7A9IY5W11/RCykPHcHUILX3SwF/hX468z8cb95az32B75fK/9hZv57dXx94P3AMT3WsBw4G/h4Zt4xSP8ua5oDvAv4I0ogutf/8PkkcAXwHcqzeOcQ/Q6gXN9+lKB8N0uA84GTMvPGQftUvdaqeh1FCZb3k5QvWFwKfAu4JDOfHKa3JEmSJEmSpOH0+gOlJEmSJEmSJKkmIraJiIsoAdVX0jt8DWUn2/cBN0fER6tdg4fpu2FEnE4JOb+H/uFrKIHpVwBfAX47YL/XUEKeXwNeRv/wNcAC4Fjgqoh43yD9poqI+BPgOkrYtyl8Peh860TEt4DvAvvTHL5uM8/WEXEucDklqNsrfA2wHnAYcGVEfLMKTY9bFV6/DvhInzXMBt4C3BARB42j34yI+ChwG/Apyu7h/T5D04E9gE8Dt0fEbgP0e0FEXAJcBLyG3uFrKDtw/zHwi4g4pdopvrWI2JdyP79Iu/A1QAA7Am+j/B7aZ5CekiRJkiRJksbPALYkSZIkSZIktRQRuwOXUXYfHtRs4ATg7IiYOWDfnYErKUHPGUP0Bli3Za9pEfFZys662w7ZC0oAeLUSER+ghNXbhM3bzDcbuJgS5B3PPHtSdnQ+dMgpDgN+VO2ePp51HErZVXuTAYatDZwXES8dot+8qt8JwLAB8hm0fD+r67sM2HuIPtOBdwA/jIgNW/Y7BPgesNUQ/SRJkiRJkiStQsP+oV6SJEmSJEmSnlEiYkdgEc07Xt8EnAvcDCwFng0spHmH7MOAWcAhLfvuBlxKCXDXLQUuAX4E3A08RAmqbgbsDrwYmNemT4d/BI7ocuznlB13fwksAdYANgCeS9mZeFfK7ryrowOA4zteP0a5t4uAu4AVwObAi+i/6/lKf0d5Dla6E7gAuJbyfq1HCd++stsEEbFfNaYe2n8KWEx5728DHgDWArYA9gL24+mbsOwIXBARCzNzWcv1d9oN+AzlPQd4GPgB8G+U+/Nk1ftlwL61sTOAv4+I52fm0jbNImIOJQy9fcPhJ6pjiyj39H7K52MjyjP4+8DWLa9rZb83AqczduOaxykh+suBO4AHKV9mmE+5x3vWzt8TOCci9svMFT36bQycAdR3zH6C8nlf+b6ufK/Wp+w4/jzKe7Gg7bVJkiRJkiRJGj0D2JIkSZIkSZLUR7Vj9T8zNnh7H3BsZp7ZZdxc4AuUnas7HRwRx2bml/r0nQd8m7Hh62XAScCXMvPhHuOnA/sAbwFe26tXdf77aQ5fLwKOy8wr+4zfDDgceE+/XlPQcfxPePwc4L2Z+eumEyNiVov5Nud/7uUjwIeAUzLziYZzP9I0Z0RsSnnuOsPXCXwV+ES39QEnRsS2wKnA/h31HSih8De0WH/dX3es4wzgQ5l5V8N5n4mIfSn3cE5HfQvgGOBz/RpFxDTgnxgbvk7K+k/IzDv7zLELcGTVs1+/nYEv8/Tw9Qrg88DnMnNJl6Efj4hdgb+nBL9XegnwScp73s07KV9e6HQhcEyP97VzzVsDrwbe3u9cSZIkSZIkSaMXmbmq1yBJkiRJkiRJU1pEfBg4sVa+D9gnM69pMf5E4MO18mPAczLzNz3GnQW8rla+AzgwM6/tu/CnzzU/M2/rcfz5wNXA9NqhLwJ/nplPDdBrOrBpjwDzfODWWvnNmXlG2x4dcy2i7Pi80uLM3LvPmL0pu1s3+ZvMPHaIdZwBvKnh0HLK+3XpEHP+K/DSjtIK4KjMPLvl+GmUsPTRtUO7Z+ZVPcbtT9npvMmHMvOvWvTei3KPO3dEvyEzd2gx9t3AybXyo8AbM/Ob/cbX5lofmJaZ93c5Pp2yI/mOHeWHgIMzc3HLHjOB7/L0nb8fA7bOzN92GfNTYJeO0n8Bu2Xm4216dswTwKzMfGSQcZIkSZIkSZLGp/5f6UmSJEmSJEmSOkTEGsC7Gw79cZvwNUBm/gVld9tOM4F39ei7A2U36U6PMkT4ulrDbX1O+TBjw9dfz8z3DhK+rno92WYX3ynoCuB9I57z+CHD13vw9PA1lF3IW4WvAar37a3AjfU1DbqeyjfahK+r3ouBc2vlBRGxVa9xEbEm8MGGQ+8cNHxdrePBbuHrymt5evgaStC7Vfi66vEYcBjlSxkrzQTe22PYNrXXXxs0fF31TsPXkiRJkiRJ0uQzgC1JkiRJkiRJvb0G2KRW+25mfmfAed4NPFmrHVMFvJt8gLF/w/3EMOHrfqodqV9bK98DvGPUvaa4D2Rm/T0aj18Cfzvk2HoI+QbgS4NOUoV6T6qVD+rx3HXzZMOa+jmzobZ7nzFHApvXahdk5ukD9m7ruNrrH2RmPTjeVxXyru/a/aoeQ9apvb530J6SJEmSJEmSVh0D2JIkSZIkSZLUW30XYoBTBp0kM38JXFQrzwN26zLkkNrrh4BTB+3b0kGM3f36y5m5dIL6TUU3DbNTdR+nZ2YOOigi1gYObJhroJ3IO1xQe702sHDAOb7fYhf1uisaagv6jHllQ+0zA/ZtJSK2BXaplb8yjinr93nbiNisy7n31V7/wTj6SpIkSZIkSZpkBrAlSZIkSZIkqbc9a6+XAxcOOdc3WsxPRDwP2KhW/v+Z+eCQffvZu6H2jxPUa6paNAFzXjLkuD2A+g7V/zHsIjLzHspz22nXAadZPETf3wCP1crrdzs/IgJ4Sa38qwkIxq+0V0Nt6PsM3NpQ63afL6+9fmNEvK26B5IkSZIkSZKmuBmregGSJEmSJEmSNFVFxGxg+1r5p5n55JBTXtlQa9oBe4+G2niCof3U+92TmTdNYL+p6KoRz5fA1UOOHRPKB/4uIh4fx3pm1l5vOOD4YZ+HB4GNO153DWBTdsfeoFabyOe+6T6fP44MdNPAbvf5dMrO8ytNA74MvCsizgD+pdo1X5IkSZIkSdIUZABbkiRJkiRJkrqbx9hQ5XXjmO964Cme/r8TNgU0n9VQu3YcffvZuPZ6IntNVXePeL6HMvPhIcdu3lDbcTyLaTBvwPPvG7LPE7XX9Z29O032c990n18w4h7d7vO3gfOBg2v1nYDPA5+PiF9RAuhXVv/+ZBxf/pAkSZIkSZI0QtP6nyJJkiRJkiRJz1hzG2oPDDtZZj4FLK2V6zv+dqvdP2zfXiJiXcaGYiek1xRXf19W5XyDhqOHsdaA59eD1BNh0p77yiq7z5mZwOuBs3uM3RJ4A/AF4HLg/og4JyIOi4g1R75SSZIkSZIkSa0ZwJYkSZIkSZKk7tZtqC0f55z18U091muoPTTOvt1MZq+pbMUUmq8p+P9MMNnP4iq9z5m5PDNfD7wCuBTIPkPWBV4NfBO4OSLeOsFLlCRJkiRJktTFjFW9AEmSJEmSJEmawpY11GaPc876+KYeTbsnrzPOvt1MZi+180hDbbvMvHnSVzK5JvtZbLrPa2TmqMP4PWXmhcCFETEfOBjYC9gT2KTHsC2A0yLiIOC1mTkZO5RLkiRJkiRJqrgDtiRJkiRJkiR1d39Dbc6wk0XENMbu8ntfw6n3NtQmZLfezFwG1MObq9MOzGus6gVMgCUNtQ0mfRWTb9Ke+8qUus+ZeVtm/t/MPDwzNwXmA0cBpwG/6TLsUOBvJmmJkiRJkiRJkioGsCVJkiRJkiSpuyVA1mo7jmO+BYz9u2xTCPSuhtrO4+jbT73fThPYC8YGvmH4IPW88SxkivpdQ22rSV/F5Jvs535K3+fMvD0z/ykzj8nMzYF9gR80nHpMRCyY5OVJkiRJkiRJz2gGsCVJkiRJkiSpi8x8GLihVt4lIqYPOeXvNdR+0lD7UUNtzyF7tlHvt1FEbD+B/ZY21Oo7g/cVEWsAW45/OVPO5Q21l0z6KibfTYz9QsKLJ7DfanWfM/OSzHwp8NXaoWnAq1bBkiRJkiRJkqRnLAPYkiRJkiRJktTbZbXX6wAvH3Kuw1vMT2Zex9jdeQ+JiPWH7NvPooba0RPUC+Ah4MlabZsh5lkIrDX+5Uw5PwSeqtUOiYgZq2IxkyUzE7i0Vt4yIvaaoJbfb6i9eoJ6jdLxjH0+JnKncEmSJEmSJEk1BrAlSZIkSZIkqbeLGmpvH3SSiNiascHtJcBVXYacV3u9DvDOQfu2dD6wolZ7W0QMvCt1G1XQ9sZaeeEQUx0zguVMOZl5P2ODyFsBR6yC5Uy2cxtqx01Qr2uBW2u1F0fElN0FGyAz7wHuq5Un6ssZkiRJkiRJkhoYwJYkSZIkSZKk3s4FflurHRwRrxhwnpOB+g7G/y8zn+hy/ucYu0v0xyJipwH79pWZvwa+XitvBJw66l4dflJ7/cKI2L7t4IjYHXjDaJc0pXyqofaFiJg/yeuYbGcBt9dqB0bEm0fdqPoiwIkNh74aEXNG3W9UImItoL6+e1bFWiRJkiRJkqRnKgPYkiRJkiRJktRDFZA+ueHQ1yLiuW3miIgTgINq5UeBU3r0vZmxoehZwHcj4vlt+tbWML/PKScB9TD4ERHxhYiIAXtNj4gt+pz2vYba51rOvyXwDWCNQda1OsnMi4FLauV5wIURsWCYOSNiVkS8IyKOHfcCJ0hmrgA+3XDolIg4bND5ImL9iJjb45R/AG6q1Z5D+ZxtMmi/jp4fjIjGLwhExIKI+EhEbDjM/JSd8Otf5vjZkHNJkiRJkiRJGoIBbEmSJEmSJEnq7/PA1bXahsCiiHhdt0ERMScivgJ8tOHwBzPzzj59/xS4pVbbHPiPKuC5dq/BVRB6n4g4k7Eh06fJzOuBP2849F7g4oh4YZ+1EhGbVOHeG4E/6XP6t4H7a7VDIuK0XtcVEa8G/hPYpio92m9dq7E3AnfVaguAK6r3f71+E0SxZ0R8kbKz9CnA1qNf6kidBvxLrTYL+EZEnNomGB0RO0XEZ4BfAc/rdl4V+D4cWF47tAdwVUS8PSJmteg3IyIOiIjTqp5/BTyry+nrAp8Efh0RX4uIP2rZY2ZEfLCau9MK4Ox+4yVJkiRJkiSNTn2HBEmSJEmSJElSTWY+HhFHAFcA63Qc2gg4KyL+EjgPuBlYRglevgh4JSVsWXcBzbtq1/s+EBGvAS6tzbMeJYT54Yi4mBJIvht4CFgf2BTYFdgT2HiA6zw5IhYCR9UO7QNcGRHXAN+nhMKXUHagngvsCLyw+mm18UdmPhoRnwC+WDv0VuCgiPgWJfS+rOqxA3AgJYC80lnAJsBeba9xdZKZd0TEocAPgc5Q+sr3/6MR8W/AZZSg9v3AWsAcYDNgN2B3YIPJXPd4ZWZGxJsoz/UOHYcCeDvwloi4DFgE3Em57tmUz+POwO8D2w3Q72cRcRTwLWB6x6FnA6cCn46IxcDllM/Z0qrfXGBLyn3ejebPei+zgKOrn4cj4mrKM38T8ADl2Z9JecZfALy8usa6E1t8mUOSJEmSJEnSCBnAliRJkiRJkqQWMvO6iNiHEp6uh5p3AI5vOdW3gSMzM1v2vToi9gS+A2xVO7we8KrqZ1TeBPyO5t2wd65+RuVk4BBgv1p9E+A9fcZeCrwF+N4I1zPlZOblEbEHcA6wbe3wbEoo9+WTvrAJlpkPVs/9OcDetcNrVrV6fTz9zouI/Sk7Sdc/33OBQ6ufibI28OLqZxD/DHxq9MuRJEmSJEmS1EurnUgkSZIkSZIkSZCZPwb2AH4wxPDlwMeBwzPz0QH7XgssBM4EnhqiN5Sde9v0eioz3w+8HrhtyF4J3NOmFyWAff6A858JvCwzHxlibaudzLyGsrv4KcBj45zuClaT0Hpm3gccAHySsrv7MB6h7Fjdpt8iyk7WXweeHLIflOf/h8C/dzm+nOGvZ6VlwHGUL3OsGOdckiRJkiRJkgZkAFuSJEmSJEmSBpCZt2TmSynB0O9QwpS93AL8H2DbzDyhCh0P0/fuzDwaeD5wGvDrFsMepOy4/QZgiwH7nQ1sD7wNWAw83mLYNcBJwILM/NuWfR7JzEOA11Xju55KCbQemJlHDxpiX91l5oOZ+S5gPvBp4GrahfEfoXxh4Hhgh8x8UWZeNGELHbHMfCIzPwZsDZwI/LzFsMeBS4A/AzarAuxt+/0mM48EFgBfAq5vOXQp5ffBnwLzM3O/6gsbTT2uA+YBL6P8brgCeKJln18AHwO2y8zPtt1JX5IkSZIkSdJohX+bkyRJkiRJkqThRcSawIsoAeeNgNnAvZQdoH+emTdOYO8dgB2BDaufpOyMeyclOHpjZo5nJ9/OXrMp17lJ1WtdSvj8AeBm4BeZee8I+mxB2WV8Y2AO8DBwK/Cfmfnb8c7/v0lEzKXsjL0xJdC7HuV+rXwGbgBuHdUzMFVExLOB3Smft42ANSg7St9DuebrRrk7etVv16rXPMpnfDkldH0H5bP2q/GEoSNiJrAd8BxgU8rna82OPrcBP8vMJUNfiCRJkiRJkqSRMYAtSZIkSZIkSZIkSZIkSZIkSS1NW9ULkCRJkiRJkiRJkiRJkiRJkqTVhQFsSZIkSZIkSZIkSZIkSZIkSWrJALYkSZIkSZIkSZIkSZIkSZIktWQAW5IkSZIkSZIkSZIkSZIkSZJaMoAtSZIkSZIkSZIkSZIkSZIkSS0ZwJYkSZIkSZIkSZIkSZIkSZKklgxgS5IkSZIkSZIkSZIkSZIkSVJLBrAlSZIkSZIkSZIkSZIkSZIkqSUD2JIkSZIkSZIkSZIkSZIkSZLUkgFsSZIkSZIkSZIkSZIkSZIkSWrJALYkSZIkSZIkSZIkSZIkSZIktWQAW5IkSZIkSZIkSZIkSZIkSZJaMoAtSZIkSZIkSZIkSZIkSZIkSS0ZwJYkSZIkSZIkSZIkSZIkSZKklv4bV6qoUR7+bQEAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": { + "Collapsed": "false" + }, + "outputs": [], "source": [ "# create plot from analysis result\n", "\n", @@ -257,7 +200,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "Collapsed": "false" + }, "outputs": [], "source": [] } @@ -278,7 +223,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.9" + "version": "3.7.4" } }, "nbformat": 4, From 33e9a3a8d6396b52232f1f13a03b35b2b318d2c7 Mon Sep 17 00:00:00 2001 From: Alexander Korolev Date: Mon, 3 Aug 2020 16:44:53 +0200 Subject: [PATCH 15/19] Update PhonemeCoverage.ipynb Use from multiprocessing for phoneme processing --- notebooks/dataset_analysis/PhonemeCoverage.ipynb | 1 + 1 file changed, 1 insertion(+) diff --git a/notebooks/dataset_analysis/PhonemeCoverage.ipynb b/notebooks/dataset_analysis/PhonemeCoverage.ipynb index ef93144e..838b05de 100644 --- a/notebooks/dataset_analysis/PhonemeCoverage.ipynb +++ b/notebooks/dataset_analysis/PhonemeCoverage.ipynb @@ -54,6 +54,7 @@ "from TTS.tts.utils.text import phoneme_to_sequence, sequence_to_phoneme\n", "from tqdm import tqdm\n", "from matplotlib import pylab as plt\n", + "from multiprocessing import Pool, cpu_count", "\n", "# extra imports that might not be included in requirements.txt\n", "import collections\n", From 841fb2159b9aab0c253347621c4aa0b7c9327045 Mon Sep 17 00:00:00 2001 From: SanjaESC Date: Mon, 3 Aug 2020 16:55:38 +0200 Subject: [PATCH 16/19] multiprocessing --- .../dataset_analysis/PhonemeCoverage.ipynb | 137 +++++++++++++----- 1 file changed, 99 insertions(+), 38 deletions(-) diff --git a/notebooks/dataset_analysis/PhonemeCoverage.ipynb b/notebooks/dataset_analysis/PhonemeCoverage.ipynb index 838b05de..ce74e396 100644 --- a/notebooks/dataset_analysis/PhonemeCoverage.ipynb +++ b/notebooks/dataset_analysis/PhonemeCoverage.ipynb @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "Collapsed": "false" }, @@ -36,13 +36,13 @@ "source": [ "# set some vars\n", "# TTS_PATH = \"/home/thorsten/___dev/tts/mozilla/TTS\"\n", - "CONFIG_FILE = \"/home/erogol/Projects//TTS/TTS/tts/configs/config.json\"\n", + "CONFIG_FILE = \"/path/to/config/config.json\"\n", "CHARS_TO_REMOVE = \".,:!?'\"" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": { "Collapsed": "false" }, @@ -50,11 +50,11 @@ "source": [ "# import stuff\n", "from TTS.utils.io import load_config\n", - "from TTS.tts.datasets.preprocess import load_meta_data\n", - "from TTS.tts.utils.text import phoneme_to_sequence, sequence_to_phoneme\n", + "from TTS.datasets.preprocess import load_meta_data\n", + "from TTS.utils.text import phoneme_to_sequence, sequence_to_phoneme\n", "from tqdm import tqdm\n", "from matplotlib import pylab as plt\n", - "from multiprocessing import Pool, cpu_count", + "from multiprocessing import Pool, cpu_count\n", "\n", "# extra imports that might not be included in requirements.txt\n", "import collections\n", @@ -64,17 +64,25 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": { - "Collapsed": "false" + "Collapsed": "false", + "tags": [] }, - "outputs": [], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": "| Trainset (#): 34277\n | Evalset (#): 684\n" + } + ], "source": [ "# Load config.json properties\n", "CONFIG = load_config(CONFIG_FILE)\n", "\n", "# Load some properties from config.json\n", - "CONFIG_METADATA = load_meta_data(CONFIG.datasets)[0]\n", + "CONFIG_METADATA = sorted(load_meta_data(CONFIG.datasets)[0])\n", + "CONFIG_METADATA = CONFIG_METADATA\n", "CONFIG_DATASET = CONFIG.datasets[0]\n", "CONFIG_PHONEME_LANGUAGE = CONFIG.phoneme_language\n", "CONFIG_TEXT_CLEANER = CONFIG.text_cleaner\n", @@ -87,11 +95,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": { - "Collapsed": "false" + "Collapsed": "false", + "tags": [] }, - "outputs": [], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": "> Run name: gothic_tts (tacotron2 with ddc and batch-normalization, multispeaker(31 speakers) with gst)\n > Dataset files: 1000\n > Phoneme language: de\n > Used text cleaner: basic_german_cleaners\n > Enable eos bos chars: False\n" + } + ], "source": [ "# print some debug information on loaded config values\n", "print(\" > Run name: \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\")\n", @@ -103,34 +118,61 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "Collapsed": "false" - }, + "execution_count": 5, + "metadata": {}, "outputs": [], "source": [ - "# Get phonemes from metadata\n", - "phonemes = []\n", - "\n", - "for phrase in tqdm(CONFIG_METADATA):\n", - " if len(phrase[0]) > 0:\n", - " tmpPhrase = phrase[0].rstrip('\\n')\n", - " for removeChar in CHARS_TO_REMOVE:\n", - " tmpPhrase = tmpPhrase.replace(removeChar,\"\")\n", - " \n", - " seq = phoneme_to_sequence(tmpPhrase, [CONFIG_TEXT_CLEANER], CONFIG_PHONEME_LANGUAGE, CONFIG_ENABLE_EOS_BOS_CHARS)\n", + "def get_phoneme_from_sequence(text):\n", + " temp_list = []\n", + " if len(text[0]) > 0:\n", + " temp_text = text[0].rstrip('\\n')\n", + " for rm_bad_chars in CHARS_TO_REMOVE:\n", + " temp_text = temp_text.replace(rm_bad_chars,\"\")\n", + " seq = phoneme_to_sequence(temp_text, [CONFIG_TEXT_CLEANER], CONFIG_PHONEME_LANGUAGE, CONFIG_ENABLE_EOS_BOS_CHARS)\n", " text = sequence_to_phoneme(seq)\n", " text = text.replace(\" \",\"\")\n", - " phonemes.append(text)" + " temp_list.append(text)\n", + " return temp_list" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": { - "Collapsed": "false" + "Collapsed": "false", + "tags": [] }, - "outputs": [], + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": "31%|███ | 306/1000 [00:02<00:05, 124.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n[WARNING] extra phones may appear in the \"de\" phoneset\n[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n 50%|█████ | 505/1000 [00:04<00:04, 113.65it/s][WARNING] fount 1 utterances containing language switches on lines 1\n[WARNING] extra phones may appear in the \"de\" phoneset\n[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n100%|██████████| 1000/1000 [00:08<00:00, 115.59it/s]\n" + } + ], + "source": [ + "# Get phonemes from metadata\n", + "phonemes = []\n", + "\n", + "with Pool(cpu_count()-1) as p:\n", + " \n", + " phonemes = list(tqdm(p.imap(get_phoneme_from_sequence, CONFIG_METADATA), total=len(CONFIG_METADATA)))\n", + " phonemes = [i for sub in phonemes for i in sub]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "Collapsed": "false", + "tags": [] + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": "Dataset contains 43 different ipa phonemes.\nDataset consists of 47638 phonemes\n" + } + ], "source": [ "s = \"\"\n", "phonemeString = s.join(phonemes)\n", @@ -151,11 +193,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": { - "Collapsed": "false" + "Collapsed": "false", + "tags": [] }, - "outputs": [], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": "5 rarest phonemes\nʒ --> 2 occurrences\nɒ --> 2 occurrences\n( --> 4 occurrences\n) --> 4 occurrences\nɐ --> 30 occurrences\n" + } + ], "source": [ "print(\"5 rarest phonemes\")\n", "\n", @@ -166,11 +215,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": { "Collapsed": "false" }, - "outputs": [], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], "source": [ "# create plot from analysis result\n", "\n", @@ -224,9 +285,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.6.9-final" } }, "nbformat": 4, "nbformat_minor": 4 -} +} \ No newline at end of file From b7e65a37985ee4a46d17de7b433c131fdcc8548d Mon Sep 17 00:00:00 2001 From: SanjaESC Date: Mon, 3 Aug 2020 17:06:58 +0200 Subject: [PATCH 17/19] clean output --- .../dataset_analysis/PhonemeCoverage.ipynb | 72 ++++--------------- 1 file changed, 15 insertions(+), 57 deletions(-) diff --git a/notebooks/dataset_analysis/PhonemeCoverage.ipynb b/notebooks/dataset_analysis/PhonemeCoverage.ipynb index ce74e396..409ecde9 100644 --- a/notebooks/dataset_analysis/PhonemeCoverage.ipynb +++ b/notebooks/dataset_analysis/PhonemeCoverage.ipynb @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { "Collapsed": "false" }, @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": { "Collapsed": "false" }, @@ -64,18 +64,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": { "Collapsed": "false", "tags": [] }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": "| Trainset (#): 34277\n | Evalset (#): 684\n" - } - ], + "outputs": [], "source": [ "# Load config.json properties\n", "CONFIG = load_config(CONFIG_FILE)\n", @@ -95,18 +89,12 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": { "Collapsed": "false", "tags": [] }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": "> Run name: gothic_tts (tacotron2 with ddc and batch-normalization, multispeaker(31 speakers) with gst)\n > Dataset files: 1000\n > Phoneme language: de\n > Used text cleaner: basic_german_cleaners\n > Enable eos bos chars: False\n" - } - ], + "outputs": [], "source": [ "# print some debug information on loaded config values\n", "print(\" > Run name: \" + CONFIG_RUN_NAME + \" (\" + CONFIG_RUN_DESC + \")\")\n", @@ -118,7 +106,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -137,18 +125,12 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": { "Collapsed": "false", "tags": [] }, - "outputs": [ - { - "output_type": "stream", - "name": "stderr", - "text": "31%|███ | 306/1000 [00:02<00:05, 124.09it/s][WARNING] fount 1 utterances containing language switches on lines 1\n[WARNING] extra phones may appear in the \"de\" phoneset\n[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n 50%|█████ | 505/1000 [00:04<00:04, 113.65it/s][WARNING] fount 1 utterances containing language switches on lines 1\n[WARNING] extra phones may appear in the \"de\" phoneset\n[WARNING] language switch flags have been kept (applying \"keep-flags\" policy)\n100%|██████████| 1000/1000 [00:08<00:00, 115.59it/s]\n" - } - ], + "outputs": [], "source": [ "# Get phonemes from metadata\n", "phonemes = []\n", @@ -161,18 +143,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": { "Collapsed": "false", "tags": [] }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": "Dataset contains 43 different ipa phonemes.\nDataset consists of 47638 phonemes\n" - } - ], + "outputs": [], "source": [ "s = \"\"\n", "phonemeString = s.join(phonemes)\n", @@ -193,18 +169,12 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": { "Collapsed": "false", "tags": [] }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": "5 rarest phonemes\nʒ --> 2 occurrences\nɒ --> 2 occurrences\n( --> 4 occurrences\n) --> 4 occurrences\nɐ --> 30 occurrences\n" - } - ], + "outputs": [], "source": [ "print(\"5 rarest phonemes\")\n", "\n", @@ -215,23 +185,11 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": { "Collapsed": "false" }, - "outputs": [ - { - "output_type": "display_data", - "data": { - "text/plain": "
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\n" - }, - "metadata": { - "needs_background": "light" - } - } - ], + "outputs": [], "source": [ "# create plot from analysis result\n", "\n", From 170fec205f03a73d5a7a359edad7b74a12f7c905 Mon Sep 17 00:00:00 2001 From: SanjaESC Date: Mon, 3 Aug 2020 17:08:12 +0200 Subject: [PATCH 18/19] clean output --- notebooks/dataset_analysis/PhonemeCoverage.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/notebooks/dataset_analysis/PhonemeCoverage.ipynb b/notebooks/dataset_analysis/PhonemeCoverage.ipynb index 409ecde9..7daa337f 100644 --- a/notebooks/dataset_analysis/PhonemeCoverage.ipynb +++ b/notebooks/dataset_analysis/PhonemeCoverage.ipynb @@ -49,9 +49,9 @@ "outputs": [], "source": [ "# import stuff\n", - "from TTS.utils.io import load_config\n", - "from TTS.datasets.preprocess import load_meta_data\n", - "from TTS.utils.text import phoneme_to_sequence, sequence_to_phoneme\n", + "from TTS.tts.utils.io import load_config\n", + "from TTS.tts.datasets.preprocess import load_meta_data\n", + "from TTS.tts.utils.text import phoneme_to_sequence, sequence_to_phoneme\n", "from tqdm import tqdm\n", "from matplotlib import pylab as plt\n", "from multiprocessing import Pool, cpu_count\n", From 9b194f2143c438bc1d0a055048e408eef14f9f30 Mon Sep 17 00:00:00 2001 From: SanjaESC Date: Mon, 3 Aug 2020 17:10:04 +0200 Subject: [PATCH 19/19] woops fix imports --- notebooks/dataset_analysis/PhonemeCoverage.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/notebooks/dataset_analysis/PhonemeCoverage.ipynb b/notebooks/dataset_analysis/PhonemeCoverage.ipynb index 7daa337f..af00deaf 100644 --- a/notebooks/dataset_analysis/PhonemeCoverage.ipynb +++ b/notebooks/dataset_analysis/PhonemeCoverage.ipynb @@ -49,7 +49,7 @@ "outputs": [], "source": [ "# import stuff\n", - "from TTS.tts.utils.io import load_config\n", + "from TTS.utils.io import load_config\n", "from TTS.tts.datasets.preprocess import load_meta_data\n", "from TTS.tts.utils.text import phoneme_to_sequence, sequence_to_phoneme\n", "from tqdm import tqdm\n",