Algorithm Demucs4 HT splits track into 4 stems (bass, drums, vocals, other). It's now best for bass/drums/other separation. It was released in year 2022 and has 3 versions:
- htdemucs_ft - best quality, but slow
- htdemucs - lower quality, but fast
- htdemucs_6s - it has 2 additional stems "piano" and "guitar" (quality for them is still so-so).
Link: https://github.com/facebookresearch/demucs/tree/ht/demucs
Quality table
Algorithm name | Multisong dataset | Synth dataset | MDX23 Leaderboard | |||||
SDR Bass | SDR Drums | SDR Other | SDR Vocals | SDR Instrumental | SDR Vocals | SDR Instrumental | SDR Vocals | |
htdemucs_ft | 12.05 | 11.24 | 5.74 | 8.33 | 14.63 | 10.23 | 9.94 | 9.08 |
htdemucs | 11.74 | 10.90 | 5.57 | 8.18 | 14.49 | --- | --- | |
htdemucs_6s | 11.42 | 10.59 | 2.63 | 8.17 | 14.48 | --- | --- |