The MVSep Drums model exists in 3 different variants based on following architectures: HTDemucs4, MelRoformer and SCNet. The model produces high-quality separation of music into a drums part and everything else.
Quality metrics
| Algorithm name | Multisong dataset | MDX23 Leaderboard |
|
| SDR Drums | SDR Other | SDR Drums | |
| HTDemucs4 | 12.04 | 16.56 | --- |
| MelBand Roformer | 12.76 | 17.28 | --- |
| SCNet Large | 13.01 | 17.53 | --- |
| MelBand + SCNet Ensemble | 13.48 | 18.00 | --- |
| MelBand + SCNet Ensemble (+extract from Instrumental) | 13.59 | --- | --- |
