Zhi-Guo Zheng

Low-burden speech-based screening of depressive symptoms using ultra-short speech samples

Background Speech holds promise for depressive symptom screening, but practical applications require clearer guidance on effective segmentation, optimal speech tasks, minimum duration, and feature-model matching. Objective To enable low-burden screening for depressive symptoms, this study aims to evaluate the effective...