Automatic Speech Recognition on Common Voice English Accents Exp. 1
15.4WER (US Accent)Initial model
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Initial model2026.01 | 15.4 | 12.7 | 13.4 | 21.4 | 13.5 | 15.25 | — | |
| Sep. Model2026.01 | 15.4 | 10.2 | 8.9 | 16 | 10.5 | 12.17 | 0 | |
| FTA2026.01 | 15.9 | 10.9 | 10.7 | 19.3 | 11.8 | 13.71 | -0.3 | |
| SVRMemory size |M|=202026.01 | 15.9 | 10.4 | 10.4 | 18.3 | 10.9 | 13.18 | -0.6 | |
| SVRMemory size |M|=1t2026.01 | 16 | 10.5 | 10.5 | 18.6 | 11 | 13.33 | -0.7 | |
| LWF2026.01 | 17.8 | 11.7 | 12.4 | 21 | 10.1 | 14.6 | -3.2 | |
| ERMemory size |M|=202026.01 | 17.8 | 11.8 | 12.3 | 20.8 | 10.5 | 14.62 | -3 | |
| CLRL-Tuning2026.01 | 17.9 | 12.2 | 12.4 | 22.3 | 11.6 | 15.26 | -2.8 | |
| KDMemory size |M|=2002026.01 | 17.9 | 11.8 | 12.1 | 20 | 10.4 | 14.45 | -2.8 | |
| ERMemory size |M|=2002026.01 | 17.9 | 12.1 | 12 | 20.2 | 10.5 | 14.54 | -2.9 | |
| Fine-Tuning2026.01 | 18.2 | 12.1 | 12.4 | 22.2 | 10.5 | 15.07 | -3.6 | |
| KDMemory size |M|=202026.01 | 18.2 | 12.1 | 12.2 | 21 | 10.6 | 14.81 | -3.3 | |
| ERMemory size |M|=1t2026.01 | 18.2 | 11.8 | 12.5 | 21 | 10.5 | 14.8 | -3.2 | |
| KDMemory size |M|=1t2026.01 | 18.3 | 12.3 | 12.2 | 20.8 | 20.4 | 14.81 | -3.2 | |
| UOE2026.01 | 18.5 | 12.5 | 12.8 | 22.6 | 10.5 | 15.36 | -3.8 |