EmoShiftNet: a shift-aware multi-task learning framework with fusion strategies for emotion recognition in multi-party conversations

IntroductionEmotion Recognition in Conversations (ERC) is vital for applications such as mental health monitoring, virtual assistants, and human–computer interaction. However, existing ERC models often neglect emotion shifts—transitions between emotional states across dialogue turns in multi-party c...

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发表在:	Frontiers in Artificial Intelligence
Main Authors:	Hinduja Nirujan, Y. H. P. P. Priyadarshana
格式:	文件
语言:	英语
出版:	Frontiers Media S.A. 2025-09-01
主题:	emotion recognition emotion shift detection deep learning multimodal emotion recognition speech emotion analysis multi-party conversations
在线阅读:	https://www.frontiersin.org/articles/10.3389/frai.2025.1618698/full