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