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Shi-Yue Zhu

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#natural language process... Preprint Oct 2026

Beyond Speech Captions: Speech-Rewarded Style Planning for Conversational Text-to-Speech

Natural-language style descriptions provide an interpretable interface between large language models (LLMs) and controllable text-to-speech (TTS). However, using descriptions as pseudo-labels compresses target acoustics into text, and descriptive fidelity need not imply effective control of a particular synthesizer. We...

Shi-Yue Zhu, Lian-Bo Liu, Sizhen Lyu et al. · 0 citations

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