Across-Speaker ABX on 3 languages (test)
4.93Average ABX Error Rate (w/o 0h)Multi-Task-PT [SSL/SL] + MAdaPT-Reptile
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Multi-Task-PT [SSL/SL] + MAdaPT-ReptilePre-training objective=SSL/SL, Meta-initialization strategy=MAdaPT-Reptile2025.12 | 4.93 | 5.19 | 5.16 | 4.97 | 4.78 | 4.79 | |
| Multi-Task-PT [SSL/SL] + MAdaPT-FOBLOPre-training objective=SSL/SL, Meta-initialization strategy=MAdaPT-FOBLO2025.12 | 4.93 | 5.28 | 5.23 | 4.96 | 4.76 | 4.77 | |
| Multi-Task-PT [SSL/SL]Pre-training objective=SSL/SL2025.12 | 5.06 | 5.42 | 5.36 | 5.06 | 4.93 | 4.88 | |
| Multi-Task-PT [SSL] + MAdaPT-FOBLOPre-training objective=SSL, Meta-initialization strategy=MAdaPT-FOBLO2025.12 | 5.24 | 15.12 | 5.96 | 5.26 | 4.92 | 4.83 | |
| In-Domain Mono-Task-PTtraining_duration=6000 hours2025.12 | 5.47 | — | — | — | — | — | |
| Multi-Task-PT [SSL] + MAdaPT-ReptilePre-training objective=SSL, Meta-initialization strategy=MAdaPT-Reptile2025.12 | 5.59 | 5.97 | 5.82 | 5.72 | 5.45 | 5.38 | |
| Multi-Task-PT [SSL]Pre-training objective=SSL2025.12 | 5.89 | 6.6 | 6.44 | 5.99 | 5.68 | 5.48 |