Multi-channel speech enhancement on Simulated adhoc microphone array dataset 4-channel (test)
94.6STOIRefined SpatialNet
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Refined SpatialNetξ=0.4, α=0.52026.03 | 94.6 | 87.9 | 3.38 | 2.84 | 14 | 20.7 | 2.91 | 3.17 | |
| Refined SpatialNetξ=0.8, α=0.52026.03 | 94.6 | 88 | 3.36 | 2.81 | 14 | 20 | 2.9 | 3.16 | |
| Refined SpatialNetξ=1.0, α=0.52026.03 | 94.6 | 87.9 | 3.34 | 2.79 | 14 | 20.7 | 2.89 | 3.16 | |
| SpatialNetξ=-, α=-2026.03 | 94.4 | 87.3 | 3.32 | 2.74 | 13.5 | 22 | 2.86 | 3.06 | |
| Refined SpatialNetξ=0.4, α=02026.03 | 93.8 | 86.3 | 3.24 | 2.62 | 13.3 | 22.8 | 2.9 | 3.12 | |
| Refined USES2ξ=0.4, α=0.52026.03 | 92.6 | 83.9 | 3.18 | 2.5 | 6.6 | 26.9 | 2.9 | 3.06 | |
| Refined USES2ξ=0.8, α=0.52026.03 | 92.6 | 84 | 3.16 | 2.49 | 6.6 | 27 | 2.89 | 3.04 | |
| Refined USES2ξ=1.0, α=0.52026.03 | 92.6 | 84 | 3.14 | 2.47 | 6.6 | 27.1 | 2.89 | 3.03 | |
| USES2ξ=-, α=-2026.03 | 91.9 | 82.5 | 3.09 | 2.35 | 6 | 31.3 | 2.85 | 2.88 | |
| Refined USES2ξ=0.4, α=02026.03 | 91.8 | 82.6 | 3.07 | 2.35 | 6.6 | 30.3 | 2.88 | 3.03 | |
| Refined TADRNξ=0.8, α=0.52026.03 | 90.8 | 80.5 | 2.99 | 2.22 | 9.9 | 34.6 | 2.89 | 2.82 | |
| Refined TADRNξ=1.0, α=0.52026.03 | 90.8 | 80.7 | 2.98 | 2.22 | 9.9 | 34.2 | 2.89 | 2.82 | |
| Refined TADRNξ=0.4, α=02026.03 | 90.7 | 80.3 | 2.95 | 2.17 | 10 | 36.7 | 2.91 | 2.97 | |
| Refined TADRNξ=0.4, α=0.52026.03 | 90.6 | 80.1 | 2.98 | 2.2 | 9.8 | 35.2 | 2.9 | 2.83 | |
| TADRNξ=-, α=-2026.03 | 89.3 | 77.4 | 2.83 | 2.01 | 8.9 | 41.8 | 2.84 | 2.58 | |
| Refined FaSNet-TACξ=0.4, α=02026.03 | 85.9 | 72.1 | 2.68 | 1.82 | 6.6 | 47.8 | 2.73 | 2.56 | |
| Refined FaSNet-TACξ=1.0, α=0.52026.03 | 85.8 | 71.3 | 2.68 | 1.81 | 6.3 | 46 | 2.64 | 2.14 | |
| Refined FaSNet-TACξ=0.8, α=0.52026.03 | 85.7 | 71.2 | 2.68 | 1.8 | 6.3 | 47.5 | 2.65 | 2.18 | |
| Refined FaSNet-TACξ=0.4, α=0.52026.03 | 85.4 | 70.6 | 2.68 | 1.79 | 6.2 | 48 | 2.67 | 2.21 | |
| FaSNet-TACξ=-, α=-2026.03 | 83.3 | 66.4 | 2.49 | 1.61 | 5.4 | 57.7 | 2.54 | 1.77 | |
| Noisyξ=-, α=-2026.03 | 62.2 | 34.7 | 1.38 | 1.07 | -6.7 | 78.9 | 1.47 | 1.85 |