Self-supervised representations in speech-based depression detection

20 May 2023

Papers citing "Self-supervised representations in speech-based depression detection"

12 / 12 papers shown

Title
The 1st SpeechWellness Challenge: Detecting Suicide Risk Among Adolescents Wen Wu Ziyun Cui Chang Lei Yinan Duan Diyang Qu Ji Wu Bowen Zhou Runsen Chen Chao Zhang 36 0 0 11 Jan 2025
Investigating Acoustic-Textual Emotional Inconsistency Information for Automatic Depression Detection Rongfeng Su Changqing Xu Xinyi Wu Feng Xu Xie Chen Lan Wangt Nan Yan 37 0 0 09 Dec 2024
Probing mental health information in speech foundation models Marc de Gennes Adrien Lesage Martin Denais Xuan-Nga Cao Simon Chang Pierre Van Remoortere Cyrille Dakhlia Rachid Riad 26 0 0 27 Sep 2024
Confidence Estimation for Automatic Detection of Depression and Alzheimer's Disease Based on Clinical Interviews Wen Wu C. Zhang P. Woodland 35 1 0 29 Jul 2024
Self-Supervised Embeddings for Detecting Individual Symptoms of Depression Sri Harsha Dumpala Katerina Dikaios Abraham Nunes Frank Rudzicz Rudolf Uher Sageev Oore SSL 49 1 0 25 Jun 2024
Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models Ziyun Cui Chang Lei Wen Wu Yinan Duan Diyang Qu Ji Wu Runsen Chen Chao Zhang 36 2 0 06 Jun 2024
Crossmodal ASR Error Correction with Discrete Speech Units Yuanchao Li Pinzhen Chen Peter Bell Catherine Lai 36 6 0 26 May 2024
Test-Time Training for Depression Detection Sri Harsha Dumpala Chandramouli Shama Sastry Rudolf Uher Sageev Oore 53 0 0 07 Apr 2024
Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation Nineli Lashkarashvili Wen Wu Guangzhi Sun P. Woodland 43 5 0 19 Feb 2024
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection Xiangyu Zhang Hexin Liu Kaishuai Xu Qiquan Zhang Daijiao Liu Beena Ahmed Julien Epps 25 7 0 17 Feb 2024
Transferring speech-generic and depression-specific knowledge for Alzheimer's disease detection Ziyun Cui Wen Wu Wei-Qiang Zhang Ji Wu Chao Zhang 25 2 0 06 Oct 2023
Affect Recognition in Conversations Using Large Language Models Shutong Feng Guangzhi Sun Nurul Lubis Chao Zhang Milica Gavsić 12 4 0 22 Sep 2023