This ensemble is based on algorithm which took 2nd place at Music Demixing Track of Sound Demixing Challenge 2023. The main changes comparing to contest version is much better vocal models, which is used here. We use following 4 models for vocals: UVR-MDX-NET-Voc_FT, Demucs4 Vocals 2023 and two models MDX23C. For stems 'bass', 'drums' and 'other' we us the following 4 models: demucsht_ft, deumcs_ht, demucs_6s and demucs_mmi. Initial winning model available here: https://github.com/ZFTurbo/MVSEP-MDX23-music-separation-model

Quality table