Omnidirectional Speech Enhancement on Omni-SE RM: 2ch, VM: 1ch
6.87SI-SDR (VM-BF)SpatialNet + Spatial-Magnifier (SARL-S)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SpatialNet + Spatial-Magnifier (SARL-S)Param.=+1.2 M, MAC/s=+19.2 G2026.05 | 6.87 | 2.69 | 4.7 | 7.7 | 2.4 | 83.1 | |
| Oracle MCWF 3/6 ch2026.05 | 6.65 | — | — | 7.55 | 2.41 | 84.6 | |
| SpatialNet + Spatial-Magnifier (SARL-F)Param.=+1.5 M, MAC/s=+24.4 G2026.05 | 6.32 | 2.61 | 4.66 | 7.27 | 2.36 | 82.4 | |
| SpatialNet + Spatial-Magnifier (VME)Param.=+1.2 M, MAC/s=+19.2 G2026.05 | 5.58 | 2.77 | 4.76 | 6.69 | 2.31 | 80.6 | |
| SpatialNet + MCWF 3/6 chParam.=1.2 M, MAC/s=19.8 G2026.05 | 5.41 | — | — | 6.57 | 2.25 | 80.6 | |
| SpatialNet + SpatialNet-VMEParam.=+1.2 M, MAC/s=+19.8 G2026.05 | 4.8 | 2.9 | 4.84 | 5.39 | 2.17 | 76.9 | |
| SpatialNet + MC Conv-TasNet (MTL)Param.=+13.0 M, MAC/s=+20.5 G2026.05 | 3.78 | 2.83 | 4.79 | 5.37 | 2.17 | 76.9 | |
| SpatialNet + MC Conv-TasNet (STL)Param.=+13.0 M, MAC/s=+20.5 G2026.05 | 3.37 | 2.85 | 4.81 | 5.1 | 2.14 | 76.1 | |
| SpatialNet + MCWF 2chParam.=1.2 M, MAC/s=19.8 G2026.05 | 3.14 | — | — | 4.96 | 2.13 | 75.5 |