Enhancing depression recognition through a mixed expert model by integrating speaker-related and emotion-related features

Abstract The World Health Organization predicts that by 2030, depression will be the most common mental disorder, significantly affecting individuals, families, and society. Speech, as a sensitive indicator, reveals noticeable acoustic changes linked to physiological and cognitive variations, making...

Full description

Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Weitong Guo, Qian He, Ziyu Lin, Xiaolong Bu, Ziyang Wang, Dong Li, Hongwu Yang
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-02-01
Online Access:	https://doi.org/10.1038/s41598-025-88313-9