Automatic Speech Recognition on ERJ 1.0 (non-native)
38.8WERPosterior-based soft assignment (WavLM)
Evaluation results
| Method | Links | |
|---|---|---|
| Posterior-based soft assignment (WavLM)SSL=WavLM, K=4096, Train Assign.=hard, Infer Assign.=soft2026.06 | 38.8 | |
| WavLM (Continuous)SSL=WavLM, K=-, Train Assign.=cont., Infer Assign.=-2026.06 | 38.9 | |
| Posterior-based soft assignment (WavLM)SSL=WavLM, K=1024, Train Assign.=hard, Infer Assign.=soft2026.06 | 41.3 | |
| WavLM (Hard Assignment)SSL=WavLM, K=4096, Train Assign.=hard, Infer Assign.=hard2026.06 | 41.5 | |
| WavLM (Soft Training)SSL=WavLM, K=1024, Train Assign.=soft, Infer Assign.=soft2026.06 | 43.4 | |
| WavLM (Hard Assignment)SSL=WavLM, K=1024, Train Assign.=hard, Infer Assign.=hard2026.06 | 44.5 | |
| Posterior-based soft assignment (HuBERT)SSL=HuBERT, K=1024, Train Assign.=hard, Infer Assign.=soft2026.06 | 49.4 | |
| Posterior-based soft assignment (HuBERT)SSL=HuBERT, K=4096, Train Assign.=hard, Infer Assign.=soft2026.06 | 49.4 | |
| HuBERT (Continuous)SSL=HuBERT, K=-, Train Assign.=cont., Infer Assign.=-2026.06 | 50.5 | |
| HuBERT (Hard Assignment)SSL=HuBERT, K=4096, Train Assign.=hard, Infer Assign.=hard2026.06 | 51 | |
| HuBERT (Hard Assignment)SSL=HuBERT, K=1024, Train Assign.=hard, Infer Assign.=hard2026.06 | 51.1 | |
| HuBERT (Soft Training)SSL=HuBERT, K=1024, Train Assign.=soft, Infer Assign.=soft2026.06 | 51.2 | |
| Posterior-based soft assignment (WavLM)SSL=WavLM, K=128, Train Assign.=hard, Infer Assign.=soft2026.06 | 51.7 | |
| WavLM (Hard Assignment)SSL=WavLM, K=128, Train Assign.=hard, Infer Assign.=hard2026.06 | 53.9 | |
| Posterior-based soft assignment (HuBERT)SSL=HuBERT, K=128, Train Assign.=hard, Infer Assign.=soft2026.06 | 57.3 | |
| HuBERT (Hard Assignment)SSL=HuBERT, K=128, Train Assign.=hard, Infer Assign.=hard2026.06 | 60 |