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Emotional Text-to-Speech on LSSED and EmoVoice-DB (test)

4.02WERHPRO
3.88724.78365.686.5764Jun 26, 2026

Evaluation results

MethodLinks
HPROzero-shot=true2026.064.024.1713.650.3390.6723.73
CosyVoice3zero-shot=true2026.064.94.1373.5380.2750.6113.72
HD-PPTzero-shot=true2026.064.924.0683.5470.3230.6463.75
CosyVoice2zero-shot=true2026.065.454.0943.530.3070.6133.76
IndexTTS2zero-shot=true2026.066.744.0263.6920.2930.5263.53
TokenReconmode=reconstruction from ground-truth tokens, zero-shot=true2026.067.34——0.570.7753.58