Speaker Verification on NonverbalTTS NvN 1.0
27.52EERMoE-2 (Data2Vec, 4 experts)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MoE-2 (Data2Vec, 4 experts)Setting=Proposed2026.06 | 27.52 | 0.867 | |
| Data2Vec + ECAPA-TDNNSetting=Self-trained2026.06 | 27.98 | 0.834 | |
| MoE-1 (Data2Vec, 4 experts)Setting=Proposed2026.06 | 28.38 | 0.857 | |
| (Data2Vec+WavLM) + ECAPASetting=Self-trained2026.06 | 28.4 | 0.839 | |
| (Voc2Vec+Data2Vec) + ECAPASetting=Self-trained2026.06 | 28.56 | 0.818 | |
| WavLM + ECAPA-TDNNSetting=Self-trained2026.06 | 28.63 | 0.916 | |
| (Voc2Vec+WavLM) + ECAPASetting=Self-trained2026.06 | 29.78 | 0.877 | |
| Voc2Vec + ECAPA-TDNNSetting=Self-trained2026.06 | 31.34 | 0.881 | |
| ECAPA-TDNN (Fbank)Setting=Self-trained2026.06 | 33.57 | 0.953 | |
| wavlm-base-plus-svSetting=Zero-shot2026.06 | 39.13 | 0.997 |