Author

Jianghao Wu

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Preprint Aug 2026

Beyond Prompt Adherence: Auditing Attribute-Level Voice Control in Speech Generation

It is found that responses in the expected target direction are frequently accompanied by changes outside descriptor-specific signal-level target sets, and the accompanying changes differ substantially across systems.

Xianhao Zhou, Jianghao Wu · 0 citations