#!/usr/bin/python3 # -*- coding: utf-8 -*- from pathlib import Path import datasets import librosa _DATA_URL_MAP = { "en-PH": "data/noise/en-PH.zip", } _CITATION = """\ @dataset{nx_noise, author = {Xing Tian}, title = {nx noise}, month = jan, year = 2025, publisher = {Xing Tian}, version = {1.0}, } """ _DESCRIPTION = """noise from user side in calling.""" class NXNoise(datasets.GeneratorBasedBuilder): VERSION = datasets.Version("1.0.0") BUILDER_CONFIGS = [ datasets.BuilderConfig(name="en-PH", version=VERSION, description="noise from en-PH"), ] def _info(self): features = datasets.Features( { "audio": datasets.Audio(), "duration": datasets.Value("float16"), } ) return datasets.DatasetInfo( description=_DESCRIPTION, features=features, supervised_keys=None, homepage="", license="", citation=_CITATION, ) def _split_generators(self, dl_manager): """Returns SplitGenerators.""" data_url = _DATA_URL_MAP.get(self.config.name) if data_url is None: raise AssertionError(f"subset {self.config.name} is not available.") archive_path = dl_manager.download_and_extract(data_url) return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={"archive_path": archive_path, "dl_manager": dl_manager}, ), ] def _generate_examples(self, archive_path, dl_manager): """Yields examples.""" archive_path = Path(archive_path) sample_idx = 0 for filename in archive_path.glob("**/*.wav"): y, sr = librosa.load(filename, sr=None) yield sample_idx, { "audio": filename.as_posix(), "duration": round(librosa.get_duration(y=y, sr=sr), 4), } sample_idx += 1 if __name__ == '__main__': pass