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Create app.py
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app.py
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import os
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from scipy.io.wavfile import write
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import gradio as gr
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def separator(audio):
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os.makedirs("output", exist_ok=True)
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write('test.wav', audio[0], audio[1])
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result = os.system("audio-separator test.wav --model_filename model_bs_roformer_ep_317_sdr_12.9755.ckpt --output_dir=./output --output_format=wav")
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files = [
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"./output/test_(Instrumental)_model_bs_roformer_ep_317_sdr_12.wav",
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"./output/test_(Vocals)_model_bs_roformer_ep_317_sdr_12.wav"
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]
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for file in files:
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if not os.path.isfile(file):
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print(f"File not found: {file}")
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else:
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print(f"File exists: {file}")
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return files
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with gr.Blocks() as demo:
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audio_input = gr.Audio(type="numpy", label="Input")
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output1 = gr.Audio(type="filepath", label="Stem 1", interactive=False)
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output2 = gr.Audio(type="filepath", label="Stem 2", interactive=False)
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submit_button = gr.Button("Separate")
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submit_button.click(separator, inputs=audio_input, outputs=[output1, output2])
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demo.launch()
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