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Update app.py
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app.py
CHANGED
@@ -8,12 +8,12 @@ import re
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processor = Wav2Vec2Processor.from_pretrained("facebook/wav2vec2-base-960h")
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model = Wav2Vec2ForCTC.from_pretrained("facebook/wav2vec2-base-960h")
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model.to("cuda")
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def transcribe(file_):
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arr_audio, _ = librosa.load(file_, sr=16000)
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input_values = processor(arr_audio, return_tensors="pt", padding="longest").input_values
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logits = model(input_values.to("cuda")).logits
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predicted_ids = torch.argmax(logits, dim=-1)
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transcription = processor.batch_decode(predicted_ids)
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return transcription[0].lower()
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processor = Wav2Vec2Processor.from_pretrained("facebook/wav2vec2-base-960h")
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model = Wav2Vec2ForCTC.from_pretrained("facebook/wav2vec2-base-960h")
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model.to("cpu") #.to("cuda")
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def transcribe(file_):
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arr_audio, _ = librosa.load(file_, sr=16000)
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input_values = processor(arr_audio, return_tensors="pt", padding="longest").input_values
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logits = model(input_values).logits #model(input_values.to("cuda")).logits
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predicted_ids = torch.argmax(logits, dim=-1)
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transcription = processor.batch_decode(predicted_ids)
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return transcription[0].lower()
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