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Upload dataset.py

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  1. dataset.py +30 -0
dataset.py ADDED
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+ import datasets
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+
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+ class MyAudioDataset(datasets.GeneratorBasedBuilder):
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+ def _info(self):
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+ return datasets.DatasetInfo(
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+ features=datasets.Features({
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+ "audio": datasets.Audio(sampling_rate=44100),
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+ "tgt_text": datasets.Value("string"),
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+ }),
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+ )
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+
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+ def _split_generators(self, dl_manager):
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+ data_path = dl_manager.download_and_extract("data.csv")
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+ return [
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+ datasets.SplitGenerator(
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+ name=datasets.Split.TRAIN,
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+ gen_kwargs={"filepath": data_path},
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+ ),
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+ ]
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+
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+ def _generate_examples(self, filepath):
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+ import csv
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+ with open(filepath, encoding="utf-8") as f:
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+ reader = csv.DictReader(f)
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+ for idx, row in enumerate(reader):
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+ yield idx, {
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+ "audio": row["audio"],
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+ "tgt_text": row["tgt_text"],
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+ }
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+