Predictors of Loneliness in Older Adults Using Multimodal Analysis of Speech and Language

Loneliness is a critical public health issue among older adults, linked to higher risks of depression, cognitive decline, and mortality. Scalable, objective methods for its detection remain limited, particularly in natural conversational contexts. We analyzed speech and language markers of lonelines...