Isolated vocal track — acapella, karaoke, sampling
Music without vocals — remix, backing track, DJ use
Isolated drums and percussion
Isolated bass line
Isolated guitar tracks
Isolated piano and keyboards
Additional instruments and sounds
HT-Demucs FT ONNX CUDA 9.19 dB Vocal SDR
Hybrid Transformer Demucs — fine-tuned variant. Currently the highest-quality open-source model for vocal separation. Runs on RTX 5060 Ti.