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Text-to-Speech on SEED (test-hard)

5.55CERJoyVoice
5.36126.63567.919.1844Jun 8, 2026

Evaluation results

MethodLinks
JoyVoicearchitecture=Autoregressive, zero-shot=true2026.065.550.746
CosyVoice3architecture=Autoregressive, zero-shot=true, Parameters=1.5B2026.065.830.758
E2E-TTSarchitecture=Autoregressive, zero-shot=true, Training Stage=Stage 32026.066.610.759
E2E-TTSarchitecture=Autoregressive, zero-shot=true, Training Stage=Stage 22026.067.210.752
E2E-TTSarchitecture=Autoregressive, zero-shot=true, Ablation=w/o E2E-training2026.067.350.745
Seed-TTSarchitecture=Autoregressive, zero-shot=true2026.067.590.776
E2E-TTSarchitecture=Autoregressive, zero-shot=true, Training Stage=Stage 12026.067.680.752
F5-TTSarchitecture=Non-autoregressive, zero-shot=true2026.068.670.713
F5R-TTSarchitecture=Non-autoregressive, zero-shot=true2026.068.790.718
MaskGCTarchitecture=Non-autoregressive, zero-shot=true2026.0610.270.748