2 papers
cs.SD2026
LoRA-Tuned Large Language Models for Dementia Detection via Multi-View Speech-Derived Features
Jonghyeon Park, Olivier Jiyoun Jung, Myungwoo Oh
Early detection of dementia enables timely intervention, and reflecting cognitive impairment, spontaneous speech offers a non-invasive screening modality. Conventional approaches o…
eess.AS2026
Listening Between the Lines: Joint Learning of ASR Embeddings and LLM-Augmented Linguistics for Dementia Detection
Olivier Jiyoun Jung, Jonghyeon Park, Myungwoo Oh
Early detection of dementia through speech analysis offers a non-invasive screening alternative, but capturing both acoustic and linguistic biomarkers remains challenging. We propo…