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Authors
Yan, Jiayi
Liyanage, Biman Najika
Zhang, Kangfuxi
Kang, Simin
Zhu, Zhengwen
Cui, Zaixu
Bai, Yu
Sun, Yutao
Li, Wenwu
Mo, Yun
Xue, Xiaoyan
Zhang, Haiyan
Li, Yulong
Jiang, Ling
Ren, Rui
Yang, Jun
Li, Zongfeng
Cao, Qingjiu
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Funding
Funding for this research was provided by:
Beijing Municipal Health Commission Research Ward Programm
Machine Learning-Based Speech Feature Models in Adolescent Depression Detection
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Article History
Received: 12 December 2025
Accepted: 21 July 2026
First Online: 29 July 2026
Ethics
Competing interests: Voice Health Tech is a commercial entity with an interest in the work reported in this manuscript. B.N.L., Z.Z., J.Y., and Z.L. are employees of Voice Health Tech. All other authors declare no competing interests.
