Revisiting disentanglement and fusion on modality and context in conversational multimodal emotion recognition

• Main Authors: LI, Bobo, FEI, Hao, LIAO, Lizi, ZHAO, Yu, TENG, Chong, CHUA, Tat-Seng, Ji, Donghong, LI, Fei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: emotion recognition; multimodal learning; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/8485; https://ink.library.smu.edu.sg/context/sis_research/article/9488/viewcontent/Revist_Disentanglement_Emotion_pv.pdf
• Institution: Singapore Management University

It has been a hot research topic to enable machines to understand human emotions in multimodal contexts under dialogue scenarios, which is tasked with multimodal emotion analysis in conversation (MM-ERC). MM-ERC has received consistent attention in recent years, where a diverse range of methods has...