Create app.py
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app.py
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import gradio as gr
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import requests
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import os
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# Hugging Face API token stored as a secret in the frontend Space
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HF_TOKEN = os.environ.get("HF_TOKEN") # Set in your HF Space secrets
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BACKEND_SPACE_API = "https://hf.space/embed/CleanSong-AI/Main-tool-backend-main/api/predict/"
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def clean_song(file):
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"""
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Sends the uploaded audio file to the private orchestrator
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and returns the cleaned audio file.
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"""
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if file is None:
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return None
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files = {"data": (file.name, open(file.name, "rb"), "audio/mpeg")}
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headers = {"Authorization": f"Bearer {HF_TOKEN}"}
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try:
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response = requests.post(BACKEND_SPACE_API, files=files, headers=headers)
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response.raise_for_status()
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except Exception as e:
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return f"Error: {e}"
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# HF backend should return processed audio as bytes
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cleaned_file_bytes = response.content
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# Save locally to return to user
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output_path = "cleaned_output.mp3"
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with open(output_path, "wb") as f:
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f.write(cleaned_file_bytes)
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return output_path
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# Gradio interface
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iface = gr.Interface(
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fn=clean_song,
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inputs=gr.Audio(type="file", label="Upload Song"),
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outputs=gr.Audio(type="file", label="Cleaned Song"),
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title="CleanSong AI - Prototype Frontend",
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description="Upload a song and get a cleaned version. Early prototype!"
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)
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if __name__ == "__main__":
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iface.launch()
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