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Voice Conversion on VCTK (test)

4.26nMOSGround truth
2.71043.11273.5153.9173Feb 20, 2026

Evaluation results

MethodLinks
Ground truth2026.024.263.624.143.754.05100.94
MeanVoiceFlowNFE=12026.023.872.923.983.784.11200.886
FastVoiceGrad+NFE=1, distillation and adversarial training=true, pretrained teacher and feature extractor=true2026.023.812.993.993.794.031200.888
VoiceGrad-DMNFE=302026.023.792.73.883.774.021400.885
VoiceGrad-FMNFE=302026.023.792.923.883.794.051100.885
FastVoiceGradNFE=1, distillation and adversarial training=true, pretrained teacher and feature extractor=true2026.023.732.933.963.774.041300.888
DiffVCNFE=302026.023.592.553.763.754.035400.88
VoiceGrad-FMNFE=12026.023.142.63.813.694.011100.885
VoiceGrad-DMNFE=12026.022.772.483.723.683.991400.884