| import gradio as gr | |
| import os | |
| from scipy.io.wavfile import write | |
| def inference(audio): | |
| os.makedirs("out", exist_ok=True) | |
| write('test.wav', audio[0], audio[1]) | |
| os.system("python3 -m demucs.separate -n demucs48_hq -d cpu test.wav -o out") | |
| return "./out/demucs48_hq/test/vocals.wav","./out/demucs48_hq/test/bass.wav", | |
| "./out/demucs48_hq/test/drums.wav","./out/demucs48_hq/test/other.wav" | |
| title = "Demucs" | |
| description = "Gradio demo for Demucs: Music Source Separation in the Waveform Domain. To use it, simply upload your audio, or click one of the examples to load them. Read more at the links below." | |
| article = "<p style='text-align: center'><a href='https://arxiv.org/abs/1911.13254'>Music Source Separation in the Waveform Domain</a> | <a href='https://github.com/facebookresearch/demucs'>Github Repo</a></p>" | |
| examples=[['test.mp3']] | |
| gr.Interface( | |
| inference, | |
| [gr.inputs.Audio(type="numpy", label="Input")], | |
| [gr.outputs.Audio(type="file", label="Vocals"),gr.outputs.Audio(type="file", label="Bass"),gr.outputs.Audio(type="file", label="Drums"),gr.outputs.Audio(type="file", label="Other")], | |
| title=title, | |
| description=description, | |
| article=article, | |
| examples=examples, | |
| enable_queue=True | |
| ).launch(debug=True) |