From 9b76947a53db15a53706ae586dd3314a4f2ebf40 Mon Sep 17 00:00:00 2001 From: Thorsten Mueller Date: Sat, 18 Jul 2020 20:32:20 +0200 Subject: [PATCH] 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()" ]