Automatic Depression Detection Using Smartphone-Based Text-Dependent Speech Signals: Deep Convolutional Neural Network Approach

BackgroundAutomatic diagnosis of depression based on speech can complement mental health treatment methods in the future. Previous studies have reported that acoustic properties can be used to identify depression. However, few studies have attempted a large-scale differential...

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Bibliographic Details
Main Authors: Ah Young Kim, Eun Hye Jang, Seung-Hwan Lee, Kwang-Yeon Choi, Jeon Gue Park, Hyun-Chool Shin
Format: Article
Language:English
Published: JMIR Publications 2023-01-01
Series:Journal of Medical Internet Research
Online Access:https://www.jmir.org/2023/1/e34474