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Runtime error
Runtime error
Yulu Fu
commited on
debugging why output show error
Browse files
app.py
CHANGED
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@@ -6,13 +6,23 @@ pipe = pipeline("audio-classification", model="MelodyMachine/Deepfake-audio-dete
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# Define the prediction function
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def predict(audio):
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# Create the Gradio interface
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iface = gr.Interface(
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fn=predict,
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inputs=gr.Audio(type="filepath"),
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outputs=
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title="Testing Deepfake Audio Detection Simple Interface",
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description="Upload an audio file or record your voice to detect if the audio is a deepfake."
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)
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# Define the prediction function
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def predict(audio):
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print("Audio file received:", audio) # Debugging statement
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try:
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result = pipe(audio)
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print("Raw prediction result:", result) # Debugging statement
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# Convert the result to the expected format
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output = {item['label']: item['score'] for item in result}
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print("Formatted prediction result:", output) # Debugging statement
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return output
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except Exception as e:
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print("Error during prediction:", e) # Debugging statement
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return {"error": str(e)}
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# Create the Gradio interface
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iface = gr.Interface(
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fn=predict,
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inputs=gr.Audio(type="filepath"),
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outputs=gr.Label(),
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title="Testing Deepfake Audio Detection Simple Interface",
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description="Upload an audio file or record your voice to detect if the audio is a deepfake."
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)
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