2 papers
cs.HC2026
Me, Myself, and My Voice: Exploring Cultural and Linguistic Identity in AAC AI-generated Voices
Tobias Weinberg, Aaleyah Lewis, Ricardo E. Gonzalez Penuela +3
Voice is a central element of identity. We recognize people by their voice, and we uniquely express who we are with it. For people who rely on augmentative and alternative communic…
cs.CL2026
The Model Agreed, But Didn't Learn: Diagnosing Surface Compliance in Large Language Models
Xiaojie Gu, Ziying Huang, Weicong Hong +3
Large Language Models (LLMs) internalize vast world knowledge as parametric memory, yet inevitably inherit the staleness and errors of their source corpora. Consequently, ensuring…