Automatic Speech Recognition on Libri-Adapt Exp. 2
6.4WER (LIB Group 1)Initial model
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Initial model2026.01 | 6.4 | 19.4 | 7.9 | 18.8 | 32.9 | 17.08 | — | |
| Sep. Model2026.01 | 6.4 | 4.7 | 5.9 | 4.3 | 4.9 | 5.23 | 0 | |
| Initial modelMemory-free=true2026.01 | 6.4 | 19.4 | 7.9 | 18.8 | 32.9 | 17.08 | — | |
| FTA2026.01 | 7.5 | 8.6 | 8.1 | 8.5 | 12.2 | 8.97 | -0.1 | |
| FTAMemory-free=true2026.01 | 7.5 | 8.6 | 8.1 | 8.5 | 12.2 | 8.97 | -0.1 | |
| ERMemory size |M|=2002026.01 | 7.6 | 6.8 | 7.9 | 4.5 | 5.4 | 6.43 | -1.1 | |
| ERMemory-based=true, Relies on storage of past data=true2026.01 | 7.6 | 6.8 | 7.9 | 4.5 | 5.4 | 6.43 | -1.1 | |
| KDMemory size |M|=2002026.01 | 7.8 | 6.9 | 8 | 4.6 | 5.6 | 6.6 | -1.1 | |
| IHRMemory-free=true2026.01 | 8.1 | 8.8 | 8.9 | 5 | 6.2 | 7.4 | -1.4 | |
| SVRMemory size |M|=202026.01 | 8.3 | 7.9 | 8.8 | 5.8 | 7.7 | 7.7 | -1.1 | |
| SVRMemory size |M|=1t2026.01 | 8.4 | 8.2 | 8.7 | 5.5 | 7.3 | 7.62 | -1.3 | |
| ERMemory size |M|=202026.01 | 9.4 | 10.4 | 9.9 | 4.3 | 5.1 | 7.82 | -3 | |
| KDMemory size |M|=202026.01 | 9.5 | 9.9 | 9.9 | 4.5 | 5.3 | 7.82 | -2.8 | |
| KDMemory size |M|=1t2026.01 | 10.8 | 12.6 | 11.1 | 4.7 | 5.6 | 8.92 | -4.1 | |
| CLRL-Tuning2026.01 | 11.7 | 16.4 | 14.4 | 5.6 | 7.1 | 11.02 | -5.5 | |
| CLRL-TMemory-free=true2026.01 | 11.7 | 16.4 | 14.4 | 5.6 | 7.1 | 11.02 | -5.5 | |
| ERMemory size |M|=1t2026.01 | 12.2 | 13.7 | 11.8 | 4.2 | 5.1 | 9.39 | -5.1 | |
| UOE2026.01 | 14.3 | 19.4 | 17.1 | 4.4 | 5.4 | 12.1 | -8.2 | |
| UOEMemory-free=true2026.01 | 14.3 | 19.4 | 17.1 | 4.4 | 5.4 | 12.1 | -8.2 | |
| Fine-Tuning2026.01 | 17 | 19.6 | 16.5 | 4.1 | 4.9 | 12.43 | -9 | |
| Fine-TuningMemory-free=true2026.01 | 17 | 19.6 | 16.5 | 4.1 | 4.9 | 12.43 | -9 | |
| LWF2026.01 | 17.2 | 18.6 | 16.6 | 4.1 | 4.9 | 12.27 | -8.7 |