Simonlob commited on
Commit
2c1f701
·
verified ·
1 Parent(s): 3c1be51

Update app.py

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Files changed (1) hide show
  1. app.py +2 -2
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()