Paper: https://arxiv.org/abs/2309.08684
Original repository: https://github.com/junyuchen-cjy/DTTNet-Pytorch
Metrics on Multisong Dataset (Num overlap: 4)
Instr vocals sdr: 8.7892 (Std: 3.0910)
Instr vocals bleedless: 22.4991 (Std: 5.7524)
Instr vocals fullness: 14.2901 (Std: 4.2082)
Instr vocals l1_freq: 32.4076 (Std: 10.5796)
Instr bass sdr: 8.4670 (Std: 3.6563)
Instr bass bleedless: 20.1901 (Std: 12.6365)
Instr bass fullness: 18.5676 (Std: 11.7615)
Instr bass l1_freq: 45.7439 (Std: 15.0347)
Instr drums sdr: 7.5790 (Std: 3.2534)
Instr drums bleedless: 19.8468 (Std: 5.8063)
Instr drums fullness: 11.9787 (Std: 4.7591)
Instr drums l1_freq: 28.5485 (Std: 10.9713)
Instr other sdr: 5.1253 (Std: 2.9940)
Instr other bleedless: 16.9402 (Std: 6.3507)
Instr other fullness: 15.0643 (Std: 4.2500)
Instr other l1_freq: 29.9692 (Std: 9.9267)
Metrics on MUSDB18 Dataset (Num overlap: 4)
Instr vocals sdr: 10.3124 (Std: 3.3140)
Instr vocals bleedless: 25.6473 (Std: 13.9282)
Instr vocals fullness: 19.8120 (Std: 6.2593)
Instr vocals l1_freq: 49.1044 (Std: 11.5595)
Instr bass sdr: 7.1779 (Std: 4.3300)
Instr bass bleedless: 23.0092 (Std: 17.2864)
Instr bass fullness: 18.2872 (Std: 12.8031)
Instr bass l1_freq: 55.2532 (Std: 15.6209)
Instr drums sdr: 7.6618 (Std: 2.9982)
Instr drums bleedless: 22.9381 (Std: 7.6466)
Instr drums fullness: 14.4343 (Std: 4.5705)
Instr drums l1_freq: 32.8488 (Std: 10.6579)
Instr other sdr: 6.2039 (Std: 2.5146)
Instr other bleedless: 21.2702 (Std: 7.7841)
Instr other fullness: 18.3491 (Std: 7.1196)
Instr other l1_freq: 35.3127 (Std: 10.8529)