1. The 1st SpeechWellness Challenge: Detecting Suicidal Risk Among Adolescents
- Author
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Wu, Wen, Cui, Ziyun, Lei, Chang, Duan, Yinan, Qu, Diyang, Wu, Ji, Zhou, Bowen, Chen, Runsen, and Zhang, Chao
- Subjects
Electrical Engineering and Systems Science - Audio and Speech Processing ,Computer Science - Sound - Abstract
The 1st SpeechWellness Challenge (SW1) aims to advance methods for detecting suicidal risk in adolescents using speech analysis techniques. Suicide among adolescents is a critical public health issue globally. Early detection of suicidal tendencies can lead to timely intervention and potentially save lives. Traditional methods of assessment often rely on self-reporting or clinical interviews, which may not always be accessible. The SW1 challenge addresses this gap by exploring speech as a non-invasive and readily available indicator of mental health. We release the SW1 dataset which contains speech recordings from 600 adolescents aged 10-18 years. By focusing on speech generated from natural tasks, the challenge seeks to uncover patterns and markers that correlate with suicidal risk.
- Published
- 2025