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ResearchFormerly WizWand

Speaker Verification on NonverbalTTS NvN 1.0

27.52EERMoE-2 (Data2Vec, 4 experts)
27.055630.190333.32536.4597Jun 19, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MoE-2 (Data2Vec, 4 experts)Setting=Proposed2026.0627.520.867
Data2Vec + ECAPA-TDNNSetting=Self-trained2026.0627.980.834
MoE-1 (Data2Vec, 4 experts)Setting=Proposed2026.0628.380.857
(Data2Vec+WavLM) + ECAPASetting=Self-trained2026.0628.40.839
(Voc2Vec+Data2Vec) + ECAPASetting=Self-trained2026.0628.560.818
WavLM + ECAPA-TDNNSetting=Self-trained2026.0628.630.916
(Voc2Vec+WavLM) + ECAPASetting=Self-trained2026.0629.780.877
Voc2Vec + ECAPA-TDNNSetting=Self-trained2026.0631.340.881
ECAPA-TDNN (Fbank)Setting=Self-trained2026.0633.570.953
wavlm-base-plus-svSetting=Zero-shot2026.0639.130.997