Omnidirectional Speech Enhancement on Omni-SE RM: 2ch, VM: 4ch
11.78SI-SDR (VM-BF)Oracle MCWF 3/6 ch
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Oracle MCWF 3/6 ch2026.05 | 11.78 | — | — | 12.06 | 2.7 | 92.4 | |
| SpatialNet + MCWF 3/6 chParam.=1.2 M, MAC/s=19.8 G2026.05 | 9.49 | — | — | 9.91 | 2.57 | 88.9 | |
| SpatialNet + Spatial-Magnifier (SARL-S)Param.=+1.2 M, MAC/s=+19.2 G2026.05 | 8.37 | 2.78 | 4.76 | 8.98 | 2.57 | 86.5 | |
| SpatialNet + Spatial-Magnifier (SARL-F)Param.=+1.5 M, MAC/s=+24.4 G2026.05 | 7.72 | 2.78 | 4.76 | 8.37 | 2.51 | 85.1 | |
| SpatialNet + Spatial-Magnifier (VME)Param.=+1.2 M, MAC/s=+19.2 G2026.05 | 5.84 | 2.89 | 4.83 | 6.88 | 2.36 | 81.6 | |
| SpatialNet + MC Conv-TasNet (MTL)Param.=+13.0 M, MAC/s=+20.5 G2026.05 | 4.89 | 2.76 | 4.75 | 6.16 | 2.24 | 79.3 | |
| SpatialNet + SpatialNet-VMEParam.=+1.2 M, MAC/s=+19.8 G2026.05 | 4.87 | 2.4 | 4.5 | 6.15 | 2.23 | 79.2 | |
| SpatialNet + MC Conv-TasNet (STL)Param.=+13.0 M, MAC/s=+20.5 G2026.05 | 3.69 | 2.84 | 4.8 | 5.31 | 2.16 | 76.8 | |
| SpatialNet + MCWF 2chParam.=1.2 M, MAC/s=19.8 G2026.05 | 3.14 | — | — | 4.96 | 2.13 | 75.5 |