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Upload wwTTS.py

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  1. wwTTS.py +74 -0
wwTTS.py ADDED
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+ import os
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+ import random
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+ import datasets
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+
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+
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+ _DOMAIN = "https://pan.ai-hobbyist.com/d/Wuthering Waves Datasets"
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+
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+ _URLS = {
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+ "zh": "中文 - Chinese",
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+ "jp": "日语 - Japanese",
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+ "en": "英语 - English",
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+ "kr": "韩语 - Korean",
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+ }
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+
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+
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+ class wwTTS(datasets.GeneratorBasedBuilder):
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+ def _info(self):
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+ if self.config.name == "default":
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+ self.config.name = "椿"
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+
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+ return datasets.DatasetInfo(
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+ features=datasets.Features(
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+ {
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+ "speech": datasets.Audio(sampling_rate=44_100),
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+ "text": datasets.Value("string"),
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+ }
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+ ),
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+ supervised_keys=("speech", "text"),
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+ homepage=f"https://www.modelscope.cn/datasets/Genius-Society/{os.path.basename(__file__)[:-3]}",
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+ license="CC-BY-NC-ND",
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+ version="0.0.1",
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+ )
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+
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+ def _get_txt(self, file_path: str):
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+ lab_path = file_path.replace(".wav", ".lab")
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+ with open(lab_path, "r", encoding="utf-8") as file:
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+ content = file.read()
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+
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+ return content.strip()
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+
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+ def _split_generators(self, dl_manager):
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+ datasplits = []
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+ for region in _URLS:
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+ url = f"{_DOMAIN}/{_URLS[region]}/{self.config.name}.7z"
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+ try:
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+ data_files = dl_manager.download_and_extract(url)
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+ except Exception as e:
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+ print(f"{e}, retrying...")
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+ data_files = dl_manager.download_and_extract(url)
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+
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+ if os.path.isdir(data_files):
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+ files = []
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+ for path in dl_manager.iter_files([data_files]):
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+ if os.path.basename(path).endswith(".wav"):
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+ files.append(
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+ {
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+ "speech": path,
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+ "text": self._get_txt(path),
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+ }
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+ )
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+
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+ random.shuffle(files)
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+ datasplits.append(
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+ datasets.SplitGenerator(
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+ name=region,
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+ gen_kwargs={"files": files},
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+ )
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+ )
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+
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+ return datasplits
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+
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+ def _generate_examples(self, files):
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+ for i, path in enumerate(files):
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+ yield i, path