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