Contradictory-style Generation on VccmDataset
4.71MOS-SAReStyle-TTS
Evaluation Results
| Method | Links | |
|---|---|---|
| ReStyle-TTSReference Emotion=Surprised, Target Emotion=Angry2026.01 | 4.71 | |
| ReStyle-TTSReference Emotion=Happy, Target Emotion=Angry2026.01 | 4.69 | |
| ReStyle-TTSReference Emotion=Fear, Target Emotion=Happy2026.01 | 4.68 | |
| ReStyle-TTSReference Emotion=Disgusted, Target Emotion=Happy2026.01 | 4.61 | |
| ReStyle-TTSReference Emotion=Sad, Target Emotion=Happy2026.01 | 4.58 | |
| ReStyle-TTSReference Emotion=Angry, Target Emotion=Happy2026.01 | 4.52 | |
| ReStyle-TTSReference Emotion=Surprised, Target Emotion=Sad2026.01 | 4.49 | |
| ReStyle-TTSReference Emotion=Disgusted, Target Emotion=Surprised2026.01 | 4.47 | |
| ReStyle-TTSReference Emotion=Fear, Target Emotion=Surprised2026.01 | 4.46 | |
| ReStyle-TTSReference Emotion=Neutral, Target Emotion=Angry2026.01 | 4.46 | |
| IndexTTS2Reference Emotion=Fear, Target Emotion=Happy2026.01 | 4.45 | |
| ReStyle-TTSReference Emotion=Happy, Target Emotion=Fear2026.01 | 4.43 | |
| ReStyle-TTSReference Emotion=Neutral, Target Emotion=Happy2026.01 | 4.43 | |
| ReStyle-TTSReference Emotion=Happy, Target Emotion=Neutral2026.01 | 4.42 | |
| ReStyle-TTSReference Emotion=Angry, Target Emotion=Surprised2026.01 | 4.41 | |
| ReStyle-TTSReference Emotion=Neutral, Target Emotion=Fear2026.01 | 4.41 | |
| IndexTTS2Reference Emotion=Disgusted, Target Emotion=Happy2026.01 | 4.4 | |
| IndexTTS2Reference Emotion=Surprised, Target Emotion=Angry2026.01 | 4.4 | |
| ReStyle-TTSReference Emotion=Fear, Target Emotion=Sad2026.01 | 4.39 | |
| ReStyle-TTSReference Emotion=Sad, Target Emotion=Neutral2026.01 | 4.37 | |
| ReStyle-TTSReference Emotion=Disgusted, Target Emotion=Fear2026.01 | 4.36 | |
| IndexTTS2Reference Emotion=Happy, Target Emotion=Angry2026.01 | 4.35 | |
| IndexTTS2Reference Emotion=Sad, Target Emotion=Happy2026.01 | 4.35 | |
| ReStyle-TTSReference Emotion=Surprised, Target Emotion=Happy2026.01 | 4.35 | |
| ReStyle-TTSReference Emotion=Happy, Target Emotion=Surprised2026.01 | 4.34 | |
| ReStyle-TTSReference Emotion=Neutral, Target Emotion=Surprised2026.01 | 4.34 | |
| IndexTTS2Reference Emotion=Angry, Target Emotion=Happy2026.01 | 4.32 | |
| ReStyle-TTSReference Emotion=Surprised, Target Emotion=Neutral2026.01 | 4.32 | |
| ReStyle-TTSReference Emotion=Angry, Target Emotion=Fear2026.01 | 4.31 | |
| ReStyle-TTSReference Emotion=Sad, Target Emotion=Disgusted2026.01 | 4.31 | |
| ReStyle-TTSReference Emotion=Disgusted, Target Emotion=Angry2026.01 | 4.29 | |
| ReStyle-TTSReference Emotion=Happy, Target Emotion=Sad2026.01 | 4.29 | |
| ReStyle-TTSReference Emotion=Disgusted, Target Emotion=Neutral2026.01 | 4.28 | |
| ReStyle-TTSReference Emotion=Surprised, Target Emotion=Disgusted2026.01 | 4.27 | |
| IndexTTS2Reference Emotion=Fear, Target Emotion=Sad2026.01 | 4.25 | |
| ReStyle-TTSReference Emotion=Sad, Target Emotion=Fear2026.01 | 4.25 | |
| IndexTTS2Reference Emotion=Surprised, Target Emotion=Sad2026.01 | 4.25 | |
| ReStyle-TTSReference Emotion=Disgusted, Target Emotion=Sad2026.01 | 4.24 | |
| ReStyle-TTSReference Emotion=Neutral, Target Emotion=Disgusted2026.01 | 4.24 | |
| ReStyle-TTSReference Emotion=Angry, Target Emotion=Sad2026.01 | 4.23 | |
| EmoVoiceReference Emotion=Fear, Target Emotion=Happy2026.01 | 4.23 | |
| EmoVoiceReference Emotion=Disgusted, Target Emotion=Happy2026.01 | 4.21 | |
| ReStyle-TTSReference Emotion=Happy, Target Emotion=Disgusted2026.01 | 4.21 | |
| IndexTTS2Reference Emotion=Happy, Target Emotion=Sad2026.01 | 4.2 | |
| IndexTTS2Reference Emotion=Surprised, Target Emotion=Happy2026.01 | 4.2 | |
| IndexTTS2Reference Emotion=Neutral, Target Emotion=Angry2026.01 | 4.2 | |
| IndexTTS2Reference Emotion=Neutral, Target Emotion=Fear2026.01 | 4.2 | |
| IndexTTS2Reference Emotion=Neutral, Target Emotion=Happy2026.01 | 4.2 | |
| ReStyle-TTSReference Emotion=Angry, Target Emotion=Disgusted2026.01 | 4.18 | |
| ReStyle-TTSReference Emotion=Fear, Target Emotion=Angry2026.01 | 4.17 | |
| ReStyle-TTSReference Emotion=Sad, Target Emotion=Surprised2026.01 | 4.16 | |
| IndexTTS2Reference Emotion=Angry, Target Emotion=Surprised2026.01 | 4.15 | |
| IndexTTS2Reference Emotion=Disgusted, Target Emotion=Surprised2026.01 | 4.15 | |
| EmoVoiceReference Emotion=Sad, Target Emotion=Happy2026.01 | 4.14 | |
| ReStyle-TTSReference Emotion=Neutral, Target Emotion=Sad2026.01 | 4.14 | |
| ReStyle-TTSReference Emotion=Sad, Target Emotion=Angry2026.01 | 4.13 | |
| EmoVoiceReference Emotion=Angry, Target Emotion=Happy2026.01 | 4.12 | |
| EmoVoiceReference Emotion=Happy, Target Emotion=Sad2026.01 | 4.12 | |
| ReStyle-TTSReference Emotion=Surprised, Target Emotion=Fear2026.01 | 4.12 | |
| IndexTTS2Reference Emotion=Disgusted, Target Emotion=Fear2026.01 | 4.1 | |
| IndexTTS2Reference Emotion=Disgusted, Target Emotion=Sad2026.01 | 4.1 | |
| IndexTTS2Reference Emotion=Fear, Target Emotion=Surprised2026.01 | 4.1 | |
| IndexTTS2Reference Emotion=Happy, Target Emotion=Surprised2026.01 | 4.1 | |
| IndexTTS2Reference Emotion=Happy, Target Emotion=Neutral2026.01 | 4.1 | |
| IndexTTS2Reference Emotion=Sad, Target Emotion=Disgusted2026.01 | 4.1 | |
| IndexTTS2Reference Emotion=Sad, Target Emotion=Neutral2026.01 | 4.1 | |
| IndexTTS2Reference Emotion=Surprised, Target Emotion=Neutral2026.01 | 4.1 | |
| IndexTTS2Reference Emotion=Neutral, Target Emotion=Surprised2026.01 | 4.1 | |
| ReStyle-TTSReference Emotion=Angry, Target Emotion=Neutral2026.01 | 4.09 | |
| EmoVoiceReference Emotion=Surprised, Target Emotion=Angry2026.01 | 4.09 | |
| ReStyle-TTSReference Emotion=Fear, Target Emotion=Disgusted2026.01 | 4.08 | |
| EmoVoiceReference Emotion=Fear, Target Emotion=Sad2026.01 | 4.06 | |
| IndexTTS2Reference Emotion=Angry, Target Emotion=Fear2026.01 | 4.05 | |
| IndexTTS2Reference Emotion=Disgusted, Target Emotion=Angry2026.01 | 4.05 | |
| IndexTTS2Reference Emotion=Disgusted, Target Emotion=Neutral2026.01 | 4.05 | |
| IndexTTS2Reference Emotion=Happy, Target Emotion=Fear2026.01 | 4.05 | |
| IndexTTS2Reference Emotion=Sad, Target Emotion=Fear2026.01 | 4.05 | |
| CosyVoiceReference Emotion=Sad, Target Emotion=Happy2026.01 | 4.03 | |
| EmoVoiceReference Emotion=Surprised, Target Emotion=Happy2026.01 | 4.03 | |
| CosyVoiceReference Emotion=Disgusted, Target Emotion=Happy2026.01 | 4.02 | |
| ReStyle-TTSReference Emotion=Fear, Target Emotion=Neutral2026.01 | 4.02 | |
| CosyVoiceReference Emotion=Happy, Target Emotion=Sad2026.01 | 4.01 | |
| EmoVoiceReference Emotion=Neutral, Target Emotion=Happy2026.01 | 4.01 | |
| IndexTTS2Reference Emotion=Angry, Target Emotion=Sad2026.01 | 4 | |
| IndexTTS2Reference Emotion=Fear, Target Emotion=Disgusted2026.01 | 4 | |
| IndexTTS2Reference Emotion=Sad, Target Emotion=Surprised2026.01 | 4 | |
| IndexTTS2Reference Emotion=Surprised, Target Emotion=Disgusted2026.01 | 4 | |
| IndexTTS2Reference Emotion=Neutral, Target Emotion=Disgusted2026.01 | 4 | |
| IndexTTS2Reference Emotion=Neutral, Target Emotion=Sad2026.01 | 4 | |
| EmoVoiceReference Emotion=Neutral, Target Emotion=Fear2026.01 | 3.99 | |
| CosyVoiceReference Emotion=Fear, Target Emotion=Happy2026.01 | 3.98 | |
| EmoVoiceReference Emotion=Surprised, Target Emotion=Sad2026.01 | 3.97 | |
| IndexTTS2Reference Emotion=Angry, Target Emotion=Disgusted2026.01 | 3.95 | |
| IndexTTS2Reference Emotion=Angry, Target Emotion=Neutral2026.01 | 3.95 | |
| IndexTTS2Reference Emotion=Fear, Target Emotion=Angry2026.01 | 3.95 | |
| IndexTTS2Reference Emotion=Fear, Target Emotion=Neutral2026.01 | 3.95 | |
| IndexTTS2Reference Emotion=Happy, Target Emotion=Disgusted2026.01 | 3.95 | |
| IndexTTS2Reference Emotion=Sad, Target Emotion=Angry2026.01 | 3.95 | |
| IndexTTS2Reference Emotion=Surprised, Target Emotion=Fear2026.01 | 3.95 | |
| EmoVoiceReference Emotion=Disgusted, Target Emotion=Sad2026.01 | 3.93 |