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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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import subprocess
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import os
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import shutil
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def separate_audio(input_file):
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if input_file is None:
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return None, None, "Please upload a file first."
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# 1. Setup paths
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output_dir = "separated"
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if os.path.exists(output_dir):
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shutil.rmtree(output_dir) # Clean up previous run
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os.makedirs(output_dir, exist_ok=True)
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print(f"Processing: {input_file}")
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# 2. Run Demucs (Command Line Interface inside Python)
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# We use "htdemucs" (high quality) and 2 stems (vocals/accompaniment)
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command = [
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"demucs",
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"--two-stems=vocals",
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"-n", "htdemucs",
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"--out", output_dir,
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input_file
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]
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try:
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subprocess.run(command, check=True)
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except subprocess.CalledProcessError as e:
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return None, None, f"Error during separation: {str(e)}"
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# 3. Locate Output Files
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# Demucs structure: separated/htdemucs/{filename}/vocals.wav
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filename_no_ext = os.path.splitext(os.path.basename(input_file))[0]
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target_folder = os.path.join(output_dir, "htdemucs", filename_no_ext)
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vocals_path = os.path.join(target_folder, "vocals.wav")
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bg_path = os.path.join(target_folder, "no_vocals.wav")
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if os.path.exists(vocals_path) and os.path.exists(bg_path):
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return vocals_path, bg_path, "✅ Separation Complete!"
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else:
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return None, None, "❌ Could not find output files."
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# --- The Interface ---
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with gr.Blocks(title="Indic Dubbing Studio") as demo:
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gr.Markdown("# 🎙️ Indic Dubbing Studio - Phase 1")
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gr.Markdown("Step 1: Separate your video into **Vocals** (for translation) and **Background** (for mixing).")
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with gr.Row():
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with gr.Column():
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input_file = gr.Audio(type="filepath", label="Upload Video or Audio", sources=["upload"])
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process_btn = gr.Button("Split Audio (Demucs)", variant="primary")
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with gr.Column():
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status_output = gr.Label(label="Status")
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out_vocals = gr.Audio(label="Vocals (Clean Speech)")
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out_bg = gr.Audio(label="Background (Music/SFX)")
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process_btn.click(
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fn=separate_audio,
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inputs=[input_file],
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outputs=[out_vocals, out_bg, status_output]
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)
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if __name__ == "__main__":
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demo.launch()
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