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| import gradio as gr | |
| import os | |
| import random | |
| import subprocess | |
| def separate_audio(audio_path, stem_count): | |
| print(f"{audio_path=}") | |
| head, tail = os.path.split(audio_path) | |
| gradio_temp_path = head | |
| audio_filename = tail.split('.')[0] | |
| print(f"{gradio_temp_path=}") | |
| print(f"{audio_filename=}") | |
| print(f"{stem_count=}") | |
| command = f"spleeter separate -p spleeter:{stem_count}stems {audio_path}" | |
| command = command.split() | |
| print(f"{command=}") | |
| result = subprocess.run(command, capture_output=True) | |
| print(result) | |
| if result.returncode != 0: | |
| print(f"Error: {result.stderr}") | |
| return [] | |
| randomnumber = str(random.randint(111111111, 999999999)) | |
| output_folder = f"{gradio_temp_path}/separated_audio/{randomnumber}" | |
| os.makedirs(output_folder, exist_ok=True) # Ensure the output directory exists | |
| paths = [] | |
| stems = ['vocals', 'drums', 'bass', 'other', 'piano'] | |
| for i, stem in enumerate(stems[:stem_count]): | |
| stem_path = os.path.join(output_folder, f"{stem}.wav") | |
| if os.path.exists(stem_path): | |
| paths.append((stem.capitalize(), stem_path)) | |
| # Return audio components for Gradio interface | |
| audio_outputs = [] | |
| for label, path in paths: | |
| audio_outputs.append(gr.Audio(file=path, label=label)) | |
| return audio_outputs | |
| iface = gr.Interface( | |
| fn=separate_audio, | |
| inputs=[gr.Audio(type="filepath"), gr.Radio([2, 4, 5])], | |
| outputs=[gr.Audio(label="Accompaniment"), gr.Audio(label="Vocals"), gr.Audio(label="Drums"), gr.Audio(label="Bass"), gr.Audio(label="Other"), gr.Audio(label="Piano")] | |
| ) | |
| iface.launch() | |