Speech Understanding on SUPERB
3.23PR (PER)WavLM-Large
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| WavLM-LargeDim.=10242026.05 | 3.23 | 98.12 | 100 | 93.78 | 70.05 | 3.7 | 5.32 | 93.49 | 16.92 | 4.93 | 4 | |
| WavCube-Stage1Dim.=1282026.05 | 8.68 | 96.73 | 91.58 | 38.2 | 64.15 | 6.91 | 4.88 | 89.19 | 24.7 | 7.35 | 7.44 | |
| WavCube-ProDim.=1282026.05 | 9.74 | 97.18 | 88.96 | 40.89 | 66.27 | 9.34 | 3.91 | 86.95 | 28.86 | 6.02 | 7.77 | |
| WavCubeDim.=1282026.05 | 9.91 | 97.42 | 90.41 | 42.36 | 63.41 | 9.36 | 3.67 | 87.19 | 28.8 | 5.86 | 8.14 | |
| FbankDim.=802026.05 | 83.71 | 8.85 | 10.16 | 0.06 | 25.62 | 37.95 | 0.43 | 64.22 | 59.05 | 10.36 | 15.28 | |
| Semantic-VAEDim.=642026.05 | 87.59 | 45.3 | 10.63 | 16.4 | 47.28 | 64.64 | 0 | 50.78 | 72.27 | 14.1 | 15.94 | |
| VAEDim.=642026.05 | 88.53 | 39.94 | 9.94 | 15.94 | 44.7 | 63.12 | 0.02 | 58.93 | 65.55 | 15.04 | 16.57 |