Language Identification on CommonVoice
99.4Accuracy (eng)MiLorE-SSL (Ours)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MiLorE-SSL (Ours)MoE=true, Replay=true2026.01 | 99.4 | 99.38 | 99.43 | 99.4 | |
| mHuBERT-147 (3iter)iterations=32026.01 | 98.2 | 96.89 | 96.55 | 97.21 | |
| -MoEMoE=false, Replay=true2026.01 | 98.2 | 98.76 | 99.43 | 98.8 | |
| -ReplayMoE=true, Replay=false2026.01 | 98.2 | 97.52 | 99.43 | 98.28 | |
| mHuBERT-147 (2iter)iterations=22026.01 | 97.6 | 96.89 | 98.85 | 97.78 | |
| HuBERT_Large2026.01 | 97.6 | 90.68 | 96.55 | 94.94 | |
| -MoE+ReplayMoE=false, Replay=false2026.01 | 95.21 | 88.82 | 99.43 | 94.49 | |
| mHuBERT-147 (1iter)iterations=12026.01 | 93.41 | 91.3 | 93.1 | 92.6 |