Speaker Verification on VoxPhrase Eval-2
6.5EER (top-10%)ERes2Net-L with Neural Re-scoring
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ERes2Net-L with Neural Re-scoring# Params=20.5 M, Vox-O=0.57, Verifier (# Params)=c1024→264 k, TI-Enroll=10 s, TD-Enroll=Phrase2026.06 | 6.5 | 2.5 | 4.5 | |
| ERes2Net-L# Params=20.5 M, Vox-O=0.57, Verifier=None, TI-Enroll=10 s, TD-Enroll=None2026.06 | 6.7 | 2.57 | 4.64 | |
| ERes2Net-L with Neural Re-scoring# Params=20.5 M, Vox-O=0.57, Verifier (# Params)=c1024→264 k, TI-Enroll=3 s, TD-Enroll=Phrase2026.06 | 7.26 | 3.09 | 5.18 | |
| CAM++ with Neural Re-scoring# Params=7.2 M, Vox-O=0.65, Verifier (# Params)=c512→199 k, TI-Enroll=10 s, TD-Enroll=Phrase2026.06 | 7.66 | 2.96 | 5.31 | |
| Ecapa-Tdnn with Neural Re-scoring# Params=20.8 M, Vox-O=0.86, Verifier (# Params)=c3072→526 k, TI-Enroll=10 s, TD-Enroll=Phrase2026.06 | 7.91 | 3.38 | 5.65 | |
| ERes2Net-L# Params=20.5 M, Vox-O=0.57, Verifier=None, TI-Enroll=3 s, TD-Enroll=None2026.06 | 8.18 | 3.29 | 5.74 | |
| Ecapa-Tdnn# Params=20.8 M, Vox-O=0.86, Verifier=None, TI-Enroll=10 s, TD-Enroll=None2026.06 | 8.33 | 3.32 | 5.83 | |
| CAM++ with Neural Re-scoring# Params=7.2 M, Vox-O=0.65, Verifier (# Params)=c512→199 k, TI-Enroll=3 s, TD-Enroll=Phrase2026.06 | 8.44 | 3.48 | 5.96 | |
| CAM++# Params=7.2 M, Vox-O=0.65, Verifier=None, TI-Enroll=10 s, TD-Enroll=None2026.06 | 8.77 | 3.28 | 6.03 | |
| Ecapa-Tdnn with Neural Re-scoring# Params=20.8 M, Vox-O=0.86, Verifier (# Params)=c3072→526 k, TI-Enroll=3 s, TD-Enroll=Phrase2026.06 | 9.01 | 4.08 | 6.55 | |
| Ecapa-Tdnn# Params=20.8 M, Vox-O=0.86, Verifier=None, TI-Enroll=3 s, TD-Enroll=None2026.06 | 10.18 | 4.29 | 7.24 | |
| ERes2Net-L with Neural Re-scoring# Params=20.5 M, Vox-O=0.57, Verifier (# Params)=c1024→264 k, TI-Enroll=None, TD-Enroll=Phrase2026.06 | 10.26 | 4.79 | 7.53 | |
| CAM++# Params=7.2 M, Vox-O=0.65, Verifier=None, TI-Enroll=3 s, TD-Enroll=None2026.06 | 10.75 | 4.4 | 7.58 | |
| ERes2Net-L# Params=20.5 M, Vox-O=0.57, Verifier=None, TI-Enroll=None, TD-Enroll=Phrase (0.8∼3 s)2026.06 | 11.15 | 4.84 | 8 | |
| CAM++ with Neural Re-scoring# Params=7.2 M, Vox-O=0.65, Verifier (# Params)=c512→199 k, TI-Enroll=None, TD-Enroll=Phrase2026.06 | 11.77 | 5.42 | 8.6 | |
| CAM++# Params=7.2 M, Vox-O=0.65, Verifier=None, TI-Enroll=None, TD-Enroll=Phrase (0.8∼3 s)2026.06 | 12.49 | 6.18 | 9.34 | |
| Ecapa-Tdnn with Neural Re-scoring# Params=20.8 M, Vox-O=0.86, Verifier (# Params)=c3072→526 k, TI-Enroll=None, TD-Enroll=Phrase2026.06 | 12.86 | 7.05 | 9.96 | |
| Ecapa-Tdnn# Params=20.8 M, Vox-O=0.86, Verifier=None, TI-Enroll=None, TD-Enroll=Phrase (0.8∼3 s)2026.06 | 13.69 | 6.94 | 10.32 |