python gui_modern.py
With this command audios with names "mixture1.wav" and "mixture2.wav" will be processed and results will be stored in ./results/ folder in WAV format.
- If you have not enough GPU memory you can use CPU, but it will be slow. Additionally you can use single ONNX, but it will decrease quality a little bit. Also reduce of chunk size can help.
- In current revision code requires less GPU memory, but it process multiple files slower. If you want old fast method use argument. It will require > 11 GB of GPU memory, but will work faster.
Quality comparison with best separation models performed on MultiSong Dataset.
| Algorithm | SDR bass | SDR drums | SDR other | SDR vocals | SDR instrumental |
|---|---|---|---|---|---|
| MVSEP MDX23 | 12.5034 | 11.6870 | 6.5378 | 9.5138 | 15.8213 |
| Demucs HT 4 | 12.1006 | 11.3037 | 5.7728 | 8.3555 | 13.9902 |
| Demucs 3 | 10.6947 | 10.2744 | 5.3580 | 8.1335 | 14.4409 |
| MDX B | --- | ---- | --- | 8.5118 | 14.8192 |