Audio Source Separation on MUSDB18 SiSEC 2018 (test)
7.24Vocals ScoreD3Net (proposed)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| D3Net (proposed)Domain=Frequency domain2020.11 | 7.24 | 7.01 | 5.25 | 4.53 | 13.52 | 6.01 | |
| D3NetDomain=Frequency domain, Dilation=standard2020.11 | 7.12 | 6.61 | 5.19 | 4.53 | 13.39 | 5.86 | |
| Nachmani et al.Domain=Time domain2020.11 | 6.92 | 6.15 | 5.88 | 4.32 | — | 5.82 | |
| D3NetDomain=Frequency domain, Dilation=none2020.11 | 6.86 | 6.37 | 4.97 | 4.21 | 13.19 | 5.6 | |
| GRU dilation 1Domain=Frequency domain2020.11 | 6.85 | 5.86 | 4.86 | 4.65 | 13.4 | 5.56 | |
| TAK1 (MMDenseLSTM)Domain=Frequency domain2020.11 | 6.6 | 6.43 | 5.16 | 4.15 | 12.83 | 5.59 | |
| Meta-TasNetDomain=Time domain2020.11 | 6.4 | 5.91 | 5.58 | 4.19 | — | 5.52 | |
| UMXDomain=Frequency domain2020.11 | 6.32 | 5.73 | 5.23 | 4.02 | — | 5.33 | |
| demucsDomain=Time domain2020.11 | 6.29 | 6.08 | 5.83 | 4.12 | — | 5.58 | |
| UHL2 (BLSTM ensemble)Domain=Frequency domain2020.11 | 5.93 | 5.92 | 5.03 | 4.19 | 12.23 | 5.27 |