A cross-linguistic depression detection method based on speech data

Depression is a common and disabling psychological disorder that affects patients and their social circles. With advances in artificial intelligence, researchers have focused on automated depression detection using speech data. However, most current AI methods rely on monolingual data, limiting thei...

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Bibliographic Details
Published in:	Journal of affective disorders Vol. 390; p. 119739
Main Authors:	Qin, Shengjie, Zhang, Yuezhou, Ma, Yuliang, Li, Hui, Li, Xingxing, Lian, Bin, Cai, Weiming, Cui, Jialin, Zhao, Xianghong
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 01.12.2025
Subjects:	Adult Artificial Intelligence Cross-linguistic Deep Learning Depression Depression - diagnosis Female Humans Language Linguistics Male Psychiatric/Mental Health Speech Transfer learning Depression Speech Cross-linguistic Transfer learning
ISSN:	0165-0327, 1573-2517, 1573-2517
Online Access:	Get full text
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