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EmoRES-TTS: Residual-Enhanced Vector Steering for Emotional Speech Generation

EmoRES-TTS is a method for emotional speech generation that enhances vector steering by decomposing emotion vectors into shared and residual components, improving controllability without retraining the model. It outperforms existing methods on objective metrics and human evaluations, showing significant improvements in emotion identification and speech quality.

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PublishedSeptember 29, 2026Kuan-Po Huang, Haohe Liu, Puyuan Peng
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This method improves emotion control in speech generation without retraining, offering better performance and naturalness in emotional speech.

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