Commit
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8f48036
1
Parent(s):
4485095
with metadata
Browse files- libri_light.py +37 -37
libri_light.py
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@@ -92,38 +92,38 @@ class LibriLight(datasets.GeneratorBasedBuilder):
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"file": datasets.Value("string"),
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"audio": datasets.Audio(sampling_rate=16_000),
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"speaker_id": datasets.Value("int64"),
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}
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)
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@@ -145,18 +145,18 @@ class LibriLight(datasets.GeneratorBasedBuilder):
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]
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def _generate_examples(self, archive_path):
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paths = glob.glob(os.path.join(archive_path, "
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for key, path in enumerate(paths):
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path_split = path.split("/")
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id_ = path_split[-1].replace(".flac", "")
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speaker_id = int(path_split[-3])
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yield key, {
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"id": id_,
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"file": path,
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"audio": path,
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"speaker_id": speaker_id,
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}
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"file": datasets.Value("string"),
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"audio": datasets.Audio(sampling_rate=16_000),
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"speaker_id": datasets.Value("int64"),
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"metadata": {
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"speaker": datasets.Value("string"),
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"book_meta": {
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"id": datasets.Value("string"),
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"title": datasets.Value("string"),
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"description": datasets.Value("string"),
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"url_text_source": datasets.Value("string"),
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"language": datasets.Value("string"),
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"copyright_year": datasets.Value("string"),
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"num_sections": datasets.Value("string"),
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"url_rss": datasets.Value("string"),
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"url_zip_file": datasets.Value("string"),
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"url_project": datasets.Value("string"),
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"url_librivox": datasets.Value("string"),
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"url_other": datasets.Value("string"),
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"totaltimesecs": datasets.Value("int64"),
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"authors": datasets.Sequence(
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{
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"id": datasets.Value("string"),
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"first_name": datasets.Value("string"),
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"last_name": datasets.Value("string"),
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"dob": datasets.Value("string"),
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"dod": datasets.Value("string")
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}
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),
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"genre": datasets.Sequence(datasets.Value("string")),
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"Dramatic Readings": datasets.Value("bool"),
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"meta_genre": datasets.Value("string"),
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},
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"snr": datasets.Value("float32"),
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"voice_activity": datasets.Sequence(datasets.Sequence(datasets.Value("float32"))),
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}
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}
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)
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]
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def _generate_examples(self, archive_path):
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paths = glob.glob(os.path.join(archive_path, "small", "**", "**", "*.flac"))
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for key, path in enumerate(paths):
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path_split = path.split("/")
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id_ = path_split[-1].replace(".flac", "")
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speaker_id = int(path_split[-3])
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path_json = path.replace(".flac", ".json")
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with open(path_json) as json_file:
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metadata = json.load(json_file)
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yield key, {
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"id": id_,
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"file": path,
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"audio": path,
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"speaker_id": speaker_id,
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"metadata": metadata,
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}
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