Ruff autofix unused imports and import order

TTS/api.py

@@ -6,10 +6,10 @@ from typing import Union
 import numpy as np
 from torch import nn
 
+from TTS.config import load_config
 from TTS.utils.audio.numpy_transforms import save_wav
 from TTS.utils.manage import ModelManager
 from TTS.utils.synthesizer import Synthesizer
-from TTS.config import load_config
 
 
 class TTS(nn.Module):

TTS/bin/collect_env_info.py

@@ -1,4 +1,5 @@
 """Get detailed info about the working environment."""
+import json
 import os
 import platform
 import sys
@@ -6,11 +7,10 @@ import sys
 import numpy
 import torch
 
-sys.path += [os.path.abspath(".."), os.path.abspath(".")]
-import json
-
 import TTS
 
+sys.path += [os.path.abspath(".."), os.path.abspath(".")]
+
 
 def system_info():
     return {

TTS/demos/xtts_ft_demo/utils/formatter.py

@@ -1,23 +1,17 @@
-import os
 import gc
-import torchaudio
+import os
+
 import pandas
-from faster_whisper import WhisperModel
-from glob import glob
-
-from tqdm import tqdm
-
 import torch
 import torchaudio
-# torch.set_num_threads(1)
+from faster_whisper import WhisperModel
+from tqdm import tqdm
 
+# torch.set_num_threads(1)
 from TTS.tts.layers.xtts.tokenizer import multilingual_cleaners
 
 torch.set_num_threads(16)
 
-
-import os
-
 audio_types = (".wav", ".mp3", ".flac")
 
 

TTS/demos/xtts_ft_demo/utils/gpt_train.py

@@ -1,5 +1,5 @@
-import os
 import gc
+import os
 
 from trainer import Trainer, TrainerArgs
 

TTS/demos/xtts_ft_demo/xtts_demo.py

@@ -1,19 +1,16 @@
 import argparse
+import logging
 import os
 import sys
 import tempfile
+import traceback
 
 import gradio as gr
-import librosa.display
-import numpy as np
-
-import os
 import torch
 import torchaudio
-import traceback
+
 from TTS.demos.xtts_ft_demo.utils.formatter import format_audio_list
 from TTS.demos.xtts_ft_demo.utils.gpt_train import train_gpt
-
 from TTS.tts.configs.xtts_config import XttsConfig
 from TTS.tts.models.xtts import Xtts
 
@@ -91,7 +88,7 @@ sys.stderr = sys.stdout
 
 
 # logging.basicConfig(stream=sys.stdout, level=logging.INFO)
-import logging
+
 logging.basicConfig(
     level=logging.INFO,
     format="%(asctime)s [%(levelname)s] %(message)s",

TTS/encoder/configs/emotion_encoder_config.py

@@ -1,4 +1,4 @@
-from dataclasses import asdict, dataclass
+from dataclasses import dataclass
 
 from TTS.encoder.configs.base_encoder_config import BaseEncoderConfig
 

TTS/encoder/configs/speaker_encoder_config.py

@@ -1,4 +1,4 @@
-from dataclasses import asdict, dataclass
+from dataclasses import dataclass
 
 from TTS.encoder.configs.base_encoder_config import BaseEncoderConfig
 

TTS/tts/layers/bark/hubert/kmeans_hubert.py

@@ -7,8 +7,6 @@ License: MIT
 
 # Modified code from https://github.com/lucidrains/audiolm-pytorch/blob/main/audiolm_pytorch/hubert_kmeans.py
 
-import logging
-from pathlib import Path
 
 import torch
 from einops import pack, unpack

TTS/tts/layers/tortoise/arch_utils.py

@@ -1,6 +1,5 @@
 import functools
 import math
-import os
 
 import fsspec
 import torch

TTS/tts/layers/vits/discriminator.py

@@ -2,7 +2,7 @@ import torch
 from torch import nn
 from torch.nn.modules.conv import Conv1d
 
-from TTS.vocoder.models.hifigan_discriminator import DiscriminatorP, MultiPeriodDiscriminator
+from TTS.vocoder.models.hifigan_discriminator import DiscriminatorP
 
 
 class DiscriminatorS(torch.nn.Module):

TTS/tts/layers/xtts/gpt.py

@@ -1,7 +1,6 @@
 # ported from: https://github.com/neonbjb/tortoise-tts
 
 import functools
-import math
 import random
 
 import torch

TTS/tts/layers/xtts/gpt_inference.py

@@ -1,5 +1,3 @@
-import math
-
 import torch
 from torch import nn
 from transformers import GPT2PreTrainedModel

TTS/tts/layers/xtts/trainer/dataset.py

@@ -1,4 +1,3 @@
-import os
 import random
 import sys
 

TTS/tts/layers/xtts/trainer/gpt_trainer.py

@@ -5,7 +5,6 @@ import torch
 import torch.nn as nn
 import torchaudio
 from coqpit import Coqpit
-from torch.nn import functional as F
 from torch.utils.data import DataLoader
 from trainer.torch import DistributedSampler
 from trainer.trainer_utils import get_optimizer, get_scheduler

TTS/tts/layers/xtts/zh_num2words.py

@@ -4,13 +4,11 @@
 
 import argparse
 import csv
-import os
 import re
 import string
 import sys
 
 # fmt: off
-
 # ================================================================================ #
 #                                    basic constant
 # ================================================================================ #

TTS/tts/models/base_tts.py

@@ -14,7 +14,7 @@ from TTS.model import BaseTrainerModel
 from TTS.tts.datasets.dataset import TTSDataset
 from TTS.tts.utils.data import get_length_balancer_weights
 from TTS.tts.utils.languages import LanguageManager, get_language_balancer_weights
-from TTS.tts.utils.speakers import SpeakerManager, get_speaker_balancer_weights, get_speaker_manager
+from TTS.tts.utils.speakers import SpeakerManager, get_speaker_balancer_weights
 from TTS.tts.utils.synthesis import synthesis
 from TTS.tts.utils.visual import plot_alignment, plot_spectrogram
 

TTS/vc/configs/shared_configs.py

@@ -1,7 +1,5 @@
-from dataclasses import asdict, dataclass, field
-from typing import Dict, List
-
-from coqpit import Coqpit, check_argument
+from dataclasses import dataclass, field
+from typing import List
 
 from TTS.config import BaseAudioConfig, BaseDatasetConfig, BaseTrainingConfig
 

TTS/vc/modules/freevc/commons.py

@@ -1,8 +1,6 @@
 import math
 
-import numpy as np
 import torch
-from torch import nn
 from torch.nn import functional as F
 
 

TTS/vc/modules/freevc/speaker_encoder/audio.py

@@ -1,11 +1,9 @@
-import struct
 from pathlib import Path
 from typing import Optional, Union
 
 # import webrtcvad
 import librosa
 import numpy as np
-from scipy.ndimage.morphology import binary_dilation
 
 from TTS.vc.modules.freevc.speaker_encoder.hparams import (
     audio_norm_target_dBFS,

TTS/vc/modules/freevc/speaker_encoder/speaker_encoder.py

@@ -1,4 +1,3 @@
-from pathlib import Path
 from time import perf_counter as timer
 from typing import List, Union
 

recipes/bel-alex73/train_hifigan.py

@@ -1,6 +1,3 @@
-import os
-
-from coqpit import Coqpit
 from trainer import Trainer, TrainerArgs
 
 from TTS.tts.configs.shared_configs import BaseAudioConfig

recipes/multilingual/cml_yourtts/train_yourtts.py

@@ -4,7 +4,6 @@ import torch
 from trainer import Trainer, TrainerArgs
 
 from TTS.bin.compute_embeddings import compute_embeddings
-from TTS.bin.resample import resample_files
 from TTS.config.shared_configs import BaseDatasetConfig
 from TTS.tts.configs.vits_config import VitsConfig
 from TTS.tts.datasets import load_tts_samples

setup.py

@@ -23,12 +23,12 @@
 import os
 import subprocess
 import sys
-from packaging.version import Version
 
 import numpy
 import setuptools.command.build_py
 import setuptools.command.develop
 from Cython.Build import cythonize
+from packaging.version import Version
 from setuptools import Extension, find_packages, setup
 
 python_version = sys.version.split()[0]

tests/data_tests/test_loader.py

@@ -6,10 +6,10 @@ import numpy as np
 import torch
 from torch.utils.data import DataLoader
 
-from TTS.tts.datasets.dataset import TTSDataset
 from tests import get_tests_data_path, get_tests_output_path
 from TTS.tts.configs.shared_configs import BaseDatasetConfig, BaseTTSConfig
 from TTS.tts.datasets import load_tts_samples
+from TTS.tts.datasets.dataset import TTSDataset
 from TTS.tts.utils.text.tokenizer import TTSTokenizer
 from TTS.utils.audio import AudioProcessor
 

tests/vc_tests/test_freevc.py

@@ -4,8 +4,7 @@ import unittest
 import torch
 
 from tests import get_tests_input_path
-from TTS.vc.configs.freevc_config import FreeVCConfig
-from TTS.vc.models.freevc import FreeVC
+from TTS.vc.models.freevc import FreeVC, FreeVCConfig
 
 # pylint: disable=unused-variable
 # pylint: disable=no-self-use