Speaker Verification on Sonos (val)
86.3ROC AUCCausally Disentangled Contrastive Learning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Causally Disentangled Contrastive LearningGroup=USA New England, Category=Accent group2026.02 | 86.3 | 22.8 | |
| Causally Disentangled Contrastive LearningGroup=USA Inland-North, Category=Accent group2026.02 | 79.5 | 28.1 | |
| Causally Disentangled Contrastive LearningGroup=Adult, Category=Age group2026.02 | 75.7 | 31.2 | |
| Causally Disentangled Contrastive LearningGroup=Latino, Category=Accent group2026.02 | 75.2 | 31 | |
| Causally Disentangled Contrastive LearningGroup=USA Southern, Category=Accent group2026.02 | 74.4 | 32.9 | |
| Causally Disentangled Contrastive LearningGroup=Male, Category=Gender2026.02 | 74.1 | 32.7 | |
| Causally Disentangled Contrastive LearningGroup=USA Mid-Atlantic, Category=Accent group2026.02 | 73.9 | 32.7 | |
| Causally Disentangled Contrastive LearningGroup=Overall2026.02 | 73.71 | 33.01 | |
| Causally Disentangled Contrastive LearningGroup=USA Western, Category=Accent group2026.02 | 73.7 | 33.5 | |
| Causally Disentangled Contrastive LearningGroup=Asian, Category=Accent group2026.02 | 73.6 | 33.1 | |
| Causally Disentangled Contrastive LearningGroup=Young, Category=Age group2026.02 | 71.7 | 34.9 | |
| Causally Disentangled Contrastive LearningGroup=Senior, Category=Age group2026.02 | 70.6 | 35.7 | |
| Causally Disentangled Contrastive LearningGroup=USA Midland, Category=Accent group2026.02 | 68 | 37.3 | |
| Causally Disentangled Contrastive LearningGroup=Female, Category=Gender2026.02 | 65 | 39.3 |