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import gradio as gr | |
import os | |
import tempfile | |
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) | |
print(result) | |
paths = [] | |
if stem_count == 2: | |
paths.append(('Accompaniment', f"{gradio_temp_path}/separated_audio/{audio_filename}/accompaniment.wav")) | |
paths.append(('Vocals', f"{gradio_temp_path}/separated_audio/{audio_filename}/vocals.wav")) | |
elif stem_count == 4 or stem_count == 5: | |
paths.append(('Vocals', f"{gradio_temp_path}/separated_audio/{audio_filename}/vocals.wav")) | |
paths.append(('Drums', f"{gradio_temp_path}/separated_audio/{audio_filename}/drums.wav")) | |
paths.append(('Bass', f"{gradio_temp_path}/separated_audio/{audio_filename}/bass.wav")) | |
paths.append(('Other', f"{gradio_temp_path}/separated_audio/{audio_filename}/other.wav")) | |
if stem_count == 5: | |
paths.append(('Piano', f"{gradio_temp_path}/separated_audio/{audio_filename}/piano.wav")) | |
return paths | |
def gradio_interface(audio_file, stem_count): | |
with tempfile.NamedTemporaryFile(delete=False) as temp_file: | |
temp_file.write(audio_file) | |
temp_file_path = temp_file.name | |
separated_audios = separate_audio(temp_file_path, stem_count) | |
return [gr.Audio(file_path, label=description) for description, file_path in separated_audios] | |
iface = gr.Interface( | |
fn=gradio_interface, | |
inputs=[gr.Audio(type="filepath"), gr.Radio([2, 4, 5])], | |
outputs=[gr.Audio(label="Output") for _ in range(5)], | |
) | |
iface.launch() | |