Speech Recognition on MCV Unseen Accents 100H (test)
11.4AFR Error RateMOE-CTC
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MOE-CTCEncoder size=Large, Parameter size=131.90M2026.02 | 11.4 | 12.2 | 16.8 | 12.6 | 15.1 | 7.7 | 12.6 | 17.9 | 6.3 | 12.5 | |
| ACCENT-MOEEncoder size=Large, Parameter size=123.48M2026.02 | 12.4 | 16.3 | 17 | 13 | 18.3 | 8.2 | 15.2 | 20.2 | 7 | 14.2 | |
| MoEEncoder size=Large, Parameter size=123.48M2026.02 | 12.5 | 19.9 | 17.8 | 14.5 | 19.5 | 8.8 | 17.4 | 20.6 | 7.5 | 15.4 | |
| MOE-CTCEncoder size=Medium, Parameter size=32.58M2026.02 | 12.9 | 19.4 | 18.3 | 14.8 | 21.1 | 10.7 | 18.9 | 24.2 | 7.9 | 16.5 | |
| Inter-CTCEncoder size=Large, Parameter size=115.60M2026.02 | 12.9 | 19.5 | 17.9 | 15.3 | 23.8 | 10.5 | 18.3 | 23.3 | 9.9 | 16.8 | |
| FastConformerEncoder size=Large, Parameter size=115.60M2026.02 | 13.3 | 19.8 | 18.5 | 15.6 | 23.6 | 10.8 | 19.2 | 24.2 | 10.4 | 17.3 | |
| ACCENT-MOEEncoder size=Medium, Parameter size=28.37M2026.02 | 13.8 | 21.3 | 20 | 15.5 | 21.3 | 11.1 | 19.9 | 24.9 | 10.7 | 17.6 | |
| FastConformerEncoder size=Medium, Parameter size=26.39M2026.02 | 15.4 | 22.6 | 22.8 | 16.5 | 24.3 | 12.8 | 21.4 | 28.6 | 14.1 | 19.8 | |
| Inter-CTCEncoder size=Medium, Parameter size=26.39M2026.02 | 15.5 | 22.8 | 22.9 | 16.1 | 23.8 | 12.2 | 21.1 | 27.3 | 13.7 | 19.5 | |
| MoEEncoder size=Medium, Parameter size=28.37M2026.02 | 15.5 | 22.4 | 22.1 | 16.2 | 23.6 | 11.9 | 20.4 | 26.4 | 12.9 | 19 | |
| MOE-CTCEncoder size=Small, Parameter size=16.62M2026.02 | 15.7 | 22.8 | 23.2 | 18.3 | 25.5 | 13.7 | 22.5 | 29.6 | 15.2 | 20.7 | |
| ACCENT-MOEEncoder size=Small, Parameter size=13.72M2026.02 | 16 | 23.8 | 24.6 | 18.9 | 26.8 | 14.8 | 22.9 | 30.5 | 15.8 | 21.6 | |
| MoEEncoder size=Small, Parameter size=13.72M2026.02 | 16.4 | 24.4 | 25.3 | 19.5 | 26.5 | 15.3 | 23.2 | 31.2 | 16.2 | 22 | |
| Inter-CTCEncoder size=Small, Parameter size=12.78M2026.02 | 19.4 | 26.6 | 29.3 | 21.4 | 30.1 | 18.1 | 26.9 | 33.8 | 16.9 | 24.7 | |
| FastConformerEncoder size=Small, Parameter size=12.78M2026.02 | 20 | 27.4 | 29.5 | 22.5 | 30.8 | 18 | 27.1 | 34.1 | 17.1 | 25.2 |