AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge

5 May 2016

Bjorn Schuller

Papers citing "AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge"

45 / 45 papers shown

Title
The First MPDD Challenge: Multimodal Personality-aware Depression Detection Changzeng Fu Zelin Fu Xinhe Kuang Jiacheng Dong Qi Zhang ... Shri Kiran Srinivasan Chaoran Liu Y. Yoshikawa Björn Schuller Hiroshi Ishiguro 24 0 0 15 May 2025
Towards Explainable Multimodal Depression Recognition for Clinical Interviews Wenjie Zheng Qiming Xie Zengzhi Wang Jianfei Yu Rui Xia 60 0 0 28 Jan 2025
Optimizing Speech-Input Length for Speaker-Independent Depression Classification Tomasz Rutowski Amir Harati Yang Lu Elizabeth Shriberg 25 15 0 03 Jan 2025
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 32 4 0 08 Jul 2024
Cluster-to-Predict Affect Contours from Speech Gökhan Kusçu E. Erzin 15 0 0 14 May 2024
LMVD: A Large-Scale Multimodal Vlog Dataset for Depression Detection in the Wild Lang He Kai Chen Junnan Zhao Yimeng Wang Ercheng Pei ... Shiqing Zhang Jie Zhang Zhongmin Wang Tao He Prayag Tiwari 50 3 0 09 May 2024
DEPAC: a Corpus for Depression and Anxiety Detection from Speech Mashrura Tasnim Malikeh Ehghaghi Brian Diep Jekaterina Novikova 17 18 0 20 Jun 2023
From the Lab to the Wild: Affect Modeling via Privileged Information Konstantinos Makantasis Kosmas Pinitas Antonios Liapis Georgios N. Yannakakis 19 9 0 18 May 2023
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning Zheng Lian Haiyang Sun Guoying Zhao Kang Chen Mingyu Xu ... Meng Wang Erik Cambria Guoying Zhao Björn W. Schuller Jianhua Tao 30 48 0 18 Apr 2023
Cost-effective Models for Detecting Depression from Speech Mashrura Tasnim Jekaterina Novikova 24 4 0 18 Feb 2023
A knowledge-driven vowel-based approach of depression classification from speech using data augmentation Kexin Feng Theodora Chaspari 19 6 0 27 Oct 2022
Deep Insights of Learning based Micro Expression Recognition: A Perspective on Promises, Challenges and Research Needs Monu Verma Santosh Kumar Vipparthi Girdhari Singh HAI 24 6 0 10 Oct 2022
End-to-End Label Uncertainty Modeling in Speech Emotion Recognition using Bayesian Neural Networks and Label Distribution Learning N. Prabhu N. Lehmann-Willenbrock Timo Gerkmann UQCV 15 6 0 30 Sep 2022
Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention R Gnana Praveen Eric Granger P. Cardinal CVBM 48 31 0 19 Sep 2022
Multi-Task Learning for Depression Detection in Dialogs Chuyuan Li Chloé Braud M. Amblard 17 10 0 21 Jul 2022
Benchmarking Domain Generalization on EEG-based Emotion Recognition Yan Li Hao Chen Jake Zhao Haolan Zhang Jinpeng Li OOD 18 5 0 18 Apr 2022
Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3 Su Zhang Ruyi An Yi Ding Cuntai Guan 17 28 0 24 Mar 2022
SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech Weidong Chen Xiaofen Xing Xiangmin Xu Jianxin Pang Lan Du 24 34 0 08 Mar 2022
Neural Architecture Searching for Facial Attributes-based Depression Recognition Mingzhe Chen Xi Xiao Bin Zhang Xinyu Liu Runiu Lu CVBM 28 5 0 24 Jan 2022
Cross Attentional Audio-Visual Fusion for Dimensional Emotion Recognition R Gnana Praveen Eric Granger P. Cardinal CVBM 23 40 0 09 Nov 2021
Facial Emotion Recognition using Deep Residual Networks in Real-World Environments Panagiotis Tzirakis Dénes Boros Elnar Hajiyev Björn W. Schuller CVBM 27 1 0 04 Nov 2021
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion Su Zhang Yi Ding Ziquan Wei Cuntai Guan 31 25 0 02 Jul 2021
Multimodal Continuous Emotion Recognition using Deep Multi-Task Learning with Correlation Loss Berkay Köprü E. Erzin CVBM 11 5 0 02 Nov 2020
Gender Bias in Depression Detection Using Audio Features A. Bailey Mark D. Plumbley 13 58 0 28 Oct 2020
Facial Expression Editing with Continuous Emotion Labels Alexandra Lindt Pablo V. A. Barros Henrique Siqueira S. Wermter CVBM 14 28 0 22 Jun 2020
DEPA: Self-Supervised Audio Embedding for Depression Detection Pingyue Zhang Mengyue Wu Heinrich Dinkel Kai Yu 24 51 0 29 Oct 2019
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power Jekaterina Novikova Aparna Balagopalan Ksenia Shkaruta Frank Rudzicz 22 7 0 30 Sep 2019
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition F. Ringeval Björn Schuller M. Valstar N. Cummins R. Cowie ... Ziping Zhao Adria Mallol-Ragolta Zhao Ren M. Soleymani M. Pantic 16 289 0 10 Jul 2019
Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction Mohammed Senoussaoui P. Cardinal Alessandro Lameiras Koerich 19 2 0 06 Jul 2019
Deep Learning for Human Affect Recognition: Insights and New Developments Philipp V. Rouast M. Adam R. Chiong 27 167 0 09 Jan 2019
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild Jean Kossaifi R. Walecki Yannis Panagakis Jie Shen Maximilian Schmitt ... Antoine Toisoul Bjorn Schuller Kam Star Elnar Hajiyev M. Pantic 24 196 0 09 Jan 2019
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction Zixing Zhang Jing Han E. Coutinho Björn Schuller 17 38 0 26 Sep 2018
Teacher's Perception in the Classroom Ömer Sümer Patricia Goldberg Kathleen Stürmer Tina Seidel Peter Gerjets Ulrich Trautwein Enkelejda Kasneci CVBM 22 3 0 22 May 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 133 1,280 0 23 Apr 2018
Topic Modeling Based Multi-modal Depression Detection Yuan Gong C. Poellabauer 16 136 0 28 Mar 2018
Continuous Affect Prediction Using Eye Gaze and Speech J. O'Dwyer Ronan Flynn Niall Murray 6 7 0 05 Mar 2018
Facial Expression Analysis under Partial Occlusion: A Survey Ligang Zhang B. Verma D. Tjondronegoro V. Chandran CVBM 24 512 0 24 Feb 2018
End2You -- The Imperial Toolkit for Multimodal Profiling by End-to-End Learning Panagiotis Tzirakis S. Zafeiriou Bjorn W. Schuller 13 52 0 04 Feb 2018
Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning Minghai Chen Sen Wang Paul Pu Liang T. Baltrušaitis Amir Zadeh Louis-Philippe Morency 27 278 0 03 Feb 2018
Robust Emotion Recognition from Low Quality and Low Bit Rate Video: A Deep Learning Approach Bowen Cheng Zhangyang Wang Zhaobin Zhang Zhu Li Ding Liu Jianchao Yang Shuai Huang Thomas S. Huang 31 29 0 10 Sep 2017
Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition S. Khorram Zakaria Aldeneh Dimitrios Dimitriadis M. McInnis E. Provost 31 39 0 23 Aug 2017
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Erik Cambria Louis-Philippe Morency 26 1,198 0 23 Jul 2017
Combating Human Trafficking with Deep Multimodal Models Edmund Tong Amir Zadeh Cara Jones Louis-Philippe Morency 16 51 0 08 May 2017
A Deep Learning Perspective on the Origin of Facial Expressions R. Breuer Ron Kimmel HAI 21 100 0 04 May 2017
An algorithm for the principal component analysis of large data sets N. Halko P. Martinsson Y. Shkolnisky M. Tygert 65 277 0 30 Jul 2010