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Create app.py
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app.py
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import gradio as gr
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from your_model_module import process_audio
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interface = gr.Interface(
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fn=process_audio,
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inputs=gr.Audio(type="filepath", label="Upload Audio File"),
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outputs=[
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gr.Audio(label="Foreground Audio 2DFT"),
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gr.Textbox(label="PSNR (dB) 2DFT", interactive=False),
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gr.Textbox(label="KL Divergence 2DFT", interactive=False),
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gr.Audio(label="Foreground Audio Repet"),
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gr.Textbox(label="PSNR (dB) Repet", interactive=False),
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gr.Textbox(label="KL Divergence Repet", interactive=False),
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gr.Audio(label="Foreground Audio Repet Sim"),
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gr.Textbox(label="PSNR (dB) Repet Sim", interactive=False),
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gr.Textbox(label="KL Divergence Repet Sim", interactive=False)
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],
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title="Audio Foreground Separator",
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description="Upload an audio file to separate its foreground using 2DFT, Repet, and Repet_Sim models."
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)
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interface.launch()
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