Update app.py
Browse files
app.py
CHANGED
@@ -79,7 +79,7 @@ def extract_features(data):
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result = np.hstack((result, mel)) # stacking horizontally
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return result
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-
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def audio_emotions(audio):
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sr,data = audio
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features_audio = extract_features(data)
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@@ -89,11 +89,11 @@ def audio_emotions(audio):
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prediction=reloaded_model.predict(scaled_features)
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y_pred = encoder.inverse_transform(prediction)
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return y_pred
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-
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def main(audio):
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r1,r2=inference_text(audio)
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r3=audio_emotions(audio)
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return r1,r2
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#audio = gr.Audio(
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@@ -104,4 +104,4 @@ def main(audio):
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# )
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app=gr.Interface(title="Sentiment Audio Analysis",fn=main,inputs=gr.Audio(source="microphone"), outputs=["text","text"
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result = np.hstack((result, mel)) # stacking horizontally
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return result
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"""
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def audio_emotions(audio):
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sr,data = audio
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features_audio = extract_features(data)
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prediction=reloaded_model.predict(scaled_features)
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y_pred = encoder.inverse_transform(prediction)
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return y_pred
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"""
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def main(audio):
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r1,r2=inference_text(audio)
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#r3=audio_emotions(audio)
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return r1,r2
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#audio = gr.Audio(
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# )
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app=gr.Interface(title="Sentiment Audio Analysis",fn=main,inputs=gr.Audio(source="microphone"), outputs=["text","text"]).launch(debug = True)
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