Speech Recognition on Common Voice
9WERWhisper
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| WhisperBackbone=Large V2, Evaluation Protocol=Zero-shot2022.12 | 9 | 69.9 | — | — | — | — | |
| CEABP-free=false, Backbone=HuBERTForCTC-Large2025.06 | 18.3 | — | — | — | — | — | |
| SGEMBP-free=false, Backbone=HuBERTForCTC-Large2025.06 | 18.4 | — | — | — | — | — | |
| SUTABP-free=false, Backbone=HuBERTForCTC-Large2025.06 | 18.4 | — | — | — | — | — | |
| E-BATSBP-free=true, Backbone=HuBERTForCTC-Large2025.06 | 20.1 | — | — | — | — | — | |
| SourceBackbone=HuBERTForCTC-Large2025.06 | 21.4 | — | — | — | — | — | |
| SARBP-free=false, Backbone=HuBERTForCTC-Large2025.06 | 21.7 | — | — | — | — | — | |
| AWMCBP-free=false, Backbone=HuBERTForCTC-Large2025.06 | 21.9 | — | — | — | — | — | |
| LAMEBP-free=true, Backbone=HuBERTForCTC-Large2025.06 | 22.6 | — | — | — | — | — | |
| FOABP-free=true, Backbone=HuBERTForCTC-Large2025.06 | 22.8 | — | — | — | — | — | |
| CoTTABP-free=false, Backbone=HuBERTForCTC-Large2025.06 | 25.8 | — | — | — | — | — | |
| DSUTABP-free=false, Backbone=HuBERTForCTC-Large2025.06 | 27.4 | — | — | — | — | — | |
| TENTBP-free=false, Backbone=HuBERTForCTC-Large2025.06 | 27.5 | — | — | — | — | — | |
| wav2vec 2.0Backbone=Large, Language Model=None2022.12 | 29.9 | — | — | — | — | — | |
| EATABP-free=false, Backbone=HuBERTForCTC-Large2025.06 | 34.4 | — | — | — | — | — | |
| T3ABP-free=true, Backbone=HuBERTForCTC-Large2025.06 | 46.2 | — | — | — | — | — | |
| CSUTABP-free=false, Backbone=HuBERTForCTC-Large2025.06 | 90 | — | — | — | — | — | |
| -MoEMoE=false, Replay=true2026.01 | — | — | 11 | 11.3 | 11.1 | 11.13 | |
| -MoE+ReplayMoE=false, Replay=false2026.01 | — | — | 27.5 | 10.6 | 10.6 | 16.23 | |
| -ReplayMoE=true, Replay=false2026.01 | — | — | 26.6 | 10.8 | 10.9 | 16.1 | |
| HuBERT_Large2026.01 | — | — | 11.5 | 21.2 | 17.6 | 16.77 | |
| mHuBERT-147 (1iter)iterations=12026.01 | — | — | 30.2 | 24.7 | 21.8 | 25.57 | |
| mHuBERT-147 (2iter)iterations=22026.01 | — | — | 21.2 | 17.4 | 15.8 | 18.13 | |
| mHuBERT-147 (3iter)iterations=32026.01 | — | — | 18.5 | 15.5 | 14.8 | 16.27 | |
| MiLorE-SSL (Ours)MoE=true, Replay=true2026.01 | — | — | 10.3 | 10.7 | 11 | 10.67 |