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VoxReason: Listener-Free Evaluation of Source-Grounded Speech Planning Before Synthesis
Expressive speech systems have to decide how an utterance is delivered before any waveform is rendered. In dialogue agents, narration, and role-conditioned TTS, that planning step sets affect, pitch, energy, rate, pause, emphasis, and stance, yet standard audio metrics rarely show whether those choi
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