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20242026
most citedSpontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models

7 citations · 7 across the 1 of their papers we have counts for

collaborators

6 papers

cs.CL2026

Speech-based Psychological Crisis Assessment using LLMs

Terumi Chiba, Yang Luo, Ziyun Cui +2

Psychological support hotlines provide critical support for individuals experiencing mental health emergencies, yet current assessments largely rely on human operators whose judgme…

eess.AS2025

Towards Paradigm-General Suicide Risk Detection via Speech LLM

Jialun Li, Weitao Jiang, Ziyun Cui +6

Suicide risk among adolescents remains a critical public health concern, and speech provides a non-invasive and scalable approach for its detection. Speech-based suicide risk asses…

eess.AS2025

Speaker Anonymisation for Speech-based Suicide Risk Detection

Ziyun Cui, Sike Jia, Yang Lin +6

Adolescent suicide is a critical global health issue, and speech provides a cost-effective modality for automatic suicide risk detection. Given the vulnerable population, protectin…

eess.AS2025

The 1st SpeechWellness Challenge: Detecting Suicide Risk Among Adolescents

Wen Wu, Ziyun Cui, Chang Lei +6

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 cr…

cs.CL20247 cited

Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models

Ziyun Cui, Chang Lei, Wen Wu +5

The early detection of suicide risk is important since it enables the intervention to prevent potential suicide attempts. This paper studies the automatic detection of suicide risk…

cs.CL2024

Bayesian WeakS-to-Strong from Text Classification to Generation

Ziyun Cui, Ziyang Zhang, Guangzhi Sun +2

Advances in large language models raise the question of how alignment techniques will adapt as models become increasingly complex and humans will only be able to supervise them wea…