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Update app.py
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app.py
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@@ -52,7 +52,7 @@ def inference_text(audio):
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sentiment_task = pipeline("sentiment-analysis", model=model_nlp, tokenizer=tokenizer)
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res=sentiment_task(text)[0]
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return res['label'],res['score']
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def extract_features(data):
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@@ -91,17 +91,17 @@ def audio_emotions(audio):
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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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app=gr.Interface(title="Sentiment Audio Analysis",fn=main,inputs=
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sentiment_task = pipeline("sentiment-analysis", model=model_nlp, tokenizer=tokenizer)
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res=sentiment_task(text)[0]
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return text,res['label'],res['score']
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def extract_features(data):
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return y_pred
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"""
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def main(audio):
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r1,r2,r3=inference_text(audio)
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#r3=audio_emotions(audio)
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return r1,r2,r3
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audio = gr.Audio(
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label="Input Audio",
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show_label=False,
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source="microphone",
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type="filepath"
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)
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app=gr.Interface(title="Sentiment Audio Analysis",fn=main,inputs=audio, outputs=["text","text","text"]).launch(debug = True)
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