PloS one
Using valence and arousal scoring in speech to detect depressive symptoms: A study on family caregivers
By So MKP, Tsang JTY, Chan LSH and 3 others.
Abstract
Background
Depression is a prevalent mental health condition that significantly affects individuals' well-being and daily functioning, making early depressive symptom detection crucial.
Objectives
This study explores the potential of advancing speech analytics with dimensional sentiment analysis, using valence and arousal scoring to enhance depressive symptom detection in family caregivers.