Preprint Open access
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 …