mlsanityData to 14 Oct 2026

The 1st SpeechWellness Challenge: Detecting Suicide Risk Among Adolescents

arXiv 2501.06474 ↗First posted 11 Jan 2025eess.AS cs.SDcited by 6

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Abstract (arXiv)

The 1st SpeechWellness Challenge (SW1) aims to advance methods for detecting current suicide 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 current suicide risk.

Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). First posted on arXiv 11 Jan 2025.

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Citing papers per year: 2025: 5; 2026: 1.

6 papers.