Title
Domain Adversarial Training for Mitigating Gender Bias in Speech-based Mental Health Detection June-Woo Kim Haram Yoon Wonkyo Oh Dawoon Jung Sung-Hoon Yoon Dae-Jin Kim Dong-Ho Lee Sang-Yeol Lee Chan-Mo Yang 36 0 0 06 May 2025
Toward Corpus Size Requirements for Training and Evaluating Depression Risk Models Using Spoken Language Tomek Rutowski Amir Harati Elizabeth Shriberg Yang Lu Piotr Chlebek Ricardo Oliveira 41 7 0 03 Jan 2025
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
Depression Detection and Analysis using Large Language Models on Textual and Audio-Visual Modalities Avinash Anand Chayan Tank Sarthak Pol Vinayak Katoch Shaina Mehta R. Shah 40 4 0 08 Jul 2024
ComFeAT: Combination of Neural and Spectral Features for Improved Depression Detection Orchid Chetia Phukan Sarthak Jain Shubham Singh Muskaan Singh Arun Balaji Buduru Rajesh Sharma 23 0 0 10 Jun 2024
DEPAC: a Corpus for Depression and Anxiety Detection from Speech Mashrura Tasnim Malikeh Ehghaghi Brian Diep Jekaterina Novikova 27 18 0 20 Jun 2023
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning Zheng Lian Haiyang Sun Guoying Zhao Kang Chen Mingyu Xu ... Meng Wang Min Zhang Guoying Zhao Björn W. Schuller Jianhua Tao 40 48 0 18 Apr 2023
Cost-effective Models for Detecting Depression from Speech Mashrura Tasnim Jekaterina Novikova 26 4 0 18 Feb 2023
HEAR4Health: A blueprint for making computer audition a staple of modern healthcare Andreas Triantafyllopoulos Alexander Kathan Alice Baird Lukas Christ Alexander Gebhard ... Shahin Amiriparian K. D. Bartl-Pokorny A. Batliner Florian B. Pokorny Björn W. Schuller 47 7 0 25 Jan 2023
Depression Diagnosis and Analysis via Multimodal Multi-order Factor Fusion Chengbo Yuan Qianhui Xu Yong Luo 15 6 0 31 Dec 2022
Non-verbal Facial Action Units-based Automatic Depression Classification Chuang Yu 11 0 0 20 Nov 2022
Towards Intercultural Affect Recognition: Audio-Visual Affect Recognition in the Wild Across Six Cultures Leena Mathur R. Adolphs Maja J. Matarić CVBM 35 1 0 31 Jul 2022
CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation Hao Sun Hongyi Wang Jiaqing Liu Yen-Wei Chen Lanfen Lin 11 97 0 28 Jul 2022
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities? M. Tellamekala Ömer Sümer Björn W. Schuller Elisabeth André T. Giesbrecht M. Valstar CVBM 19 9 0 03 Jul 2022
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition M. Tellamekala Shahin Amiriparian Björn W. Schuller Elisabeth André T. Giesbrecht M. Valstar 28 25 0 12 Jun 2022
Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting Alexander Kathan Andreas Triantafyllopoulos Xiangheng He M. Milling Tianhao Yan ... Mathias Harrer Elena Heber Inga Grossmann D. Ebert Björn W. Schuller AI4MH 10 4 0 06 May 2022
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition Vincent Karas M. Tellamekala Adria Mallol-Ragolta M. Valstar Björn W. Schuller 22 13 0 24 Mar 2022
Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3 Su Zhang Ruyi An Yi Ding Cuntai Guan 19 28 0 24 Mar 2022
Neural Architecture Searching for Facial Attributes-based Depression Recognition Mingzhe Chen Xi Xiao Bin Zhang Xinyu Liu Runiu Lu CVBM 33 5 0 24 Jan 2022
Data Augmentation for Depression Detection Using Skeleton-Based Gait Information Jingjing Yang Hai Lu Chengming Li Xiping Hu Bin Hu CVBM 40 13 0 04 Jan 2022
Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation Jiaqi Xu Siyang Song Keerthy Kusumam Hatice Gunes M. Valstar 53 21 0 30 Nov 2021
EIHW-MTG: Second DiCOVA Challenge System Report Adria Mallol-Ragolta Helena Cuesta Emilia Gómez Björn W. Schuller 34 2 0 18 Oct 2021
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion Su Zhang Yi Ding Ziquan Wei Cuntai Guan 36 25 0 02 Jul 2021
Analysing Affective Behavior in the second ABAW2 Competition D. Kollias I. Kotsia Elnar Hajiyev S. Zafeiriou 37 217 0 14 Jun 2021
Graph-based Facial Affect Analysis: A Review Yang Liu Xingming Zhang Yante Li Jinzhao Zhou Xin-hui Li Guoying Zhao CVBM 46 24 0 29 Mar 2021
Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework S. Yadav Jainish Chauhan Joy Prakash Sain K. Thirunarayan A. Sheth Jeremiah A. Schumm 18 42 0 12 Nov 2020
EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions Joy O. Egede Siyang Song Temitayo A. Olugbade Chongyang Wang A. Williams Hongying Meng M. Aung Nicholas D. Lane M. Valstar N. Bianchi-Berthouze 22 38 0 21 Jan 2020