A paired audit of three TTS systems shows that descriptor-aligned voice changes come with off-target acoustic shifts, and a candidate selector reduces these shifts at inference time.
V oDER-Cal shows that preservation-aware ranking can select candidates with lower measured off-target devia- tion from a fixed pool
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Beyond Prompt Adherence: Auditing Attribute-Level Voice Control in Speech Generation
A paired audit of three TTS systems shows that descriptor-aligned voice changes come with off-target acoustic shifts, and a candidate selector reduces these shifts at inference time.