The MVSep Wind model produces high-quality separation of music into a wind part and everything else. The MVSep Wind model exists in 2 different variants based on following architectures: MelRoformer and SCNet Large. Wind includes 2 categories of instruments: brass and woodwind. More specific we inluded in wind: flute, saxophone, trumpet, trombone, horn, clarinet, oboe, harmonica, bagpipes, bassoon, tuba, kazoo, piccolo, flugelhorn, ocarina, shakuhachi, melodica, reeds, didgeridoo, mussette, gaida.
Quality metrics
Algorithm name | Wind dataset | |
SDR Wind | SDR Other | |
MelBand Roformer | 6.73 | 16.10 |
SCNet Large | 6.76 | 16.13 |
MelBand + SCNet Ensemble | 7.22 | 16.59 |
MelBand + SCNet Ensemble (+extract from Instrumental) | --- | --- |