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About this paper

Yiqiao Huang, Xiaolong Lin, Zhenpeng Zhan, Zhizheng Wu

E3-System addresses expressive text-to-speech by retrieving speech that acoustically grounds a style and using it separately from the target-speaker prompt. Style-RAG matches descriptions to speech clips, and Dual-TTS combines the style and speaker references. In LibriTTS tests, the no-retrieval system scores 70.15 SIM-Spk and 89.22 SIM-Style, versus 59.02 and 72.50 with GRL, supporting the training strategy in this setting, not universal separation.

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