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def prepare_dataset(batch):
audio = batch["audio"]
batch = processor(audio["array"], sampling_rate=audio["sampling_rate"], text=batch["transcription"])
batch["input_length"] = len(batch["input_values"][0])
return batch
To apply the preprocessing function over the entire dataset, use 🤗 Datasets [~datasets.Dataset.map] function. |