Tirath5504 commited on
Commit
24dc223
·
verified ·
1 Parent(s): 63ec66b

Update app.py

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Files changed (1) hide show
  1. app.py +3 -3
app.py CHANGED
@@ -141,14 +141,14 @@ def predict_hate_speech(audio_path):
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  predicted_class = torch.argmax(probabilities, dim=1).item()
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  confidence = probabilities[0][predicted_class].item()
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- if confidence > 65 and predicted_class == 1:
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  result = {
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  'Classification': 'Hate Speech\n',
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  'Confidence': f"{confidence:.2%}"
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  }
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  else:
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- if confidence < 50 and predicted_class == 1:
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- confidence = 100 - confidence
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  result = {
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  'Classification': 'Non-Hate Speech\n',
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  'Confidence': f"{confidence:.2%}"
 
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  predicted_class = torch.argmax(probabilities, dim=1).item()
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  confidence = probabilities[0][predicted_class].item()
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+ if confidence > 0.65 and predicted_class == 1:
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  result = {
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  'Classification': 'Hate Speech\n',
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  'Confidence': f"{confidence:.2%}"
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  }
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  else:
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+ if confidence < 0.5 and predicted_class == 1:
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+ confidence = 1 - confidence
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  result = {
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  'Classification': 'Non-Hate Speech\n',
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  'Confidence': f"{confidence:.2%}"