badrex commited on
Commit
a6158c1
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1 Parent(s): d06382d

Update app.py

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Files changed (1) hide show
  1. app.py +8 -0
app.py CHANGED
@@ -9,6 +9,14 @@ print("Loading model...")
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  model_id = "badrex/mms-300m-arabic-dialect-identifier"
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  classifier = pipeline("audio-classification", model=model_id)
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  print("Model loaded successfully")
 
 
 
 
 
 
 
 
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  # Define dialect mapping
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  dialect_mapping = {
 
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  model_id = "badrex/mms-300m-arabic-dialect-identifier"
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  classifier = pipeline("audio-classification", model=model_id)
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  print("Model loaded successfully")
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+ classifier.to('cuda')
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+ print("Model moved to GPU successfully")
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+
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+
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+ @spaces.GPU
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+ def generate(audio_segment, sr=16000):
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+ return classifier({"sampling_rate": sr, "raw": audio_segment})
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+
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  # Define dialect mapping
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  dialect_mapping = {