Constructing multi-modal emotion recognition model based on convolutional neural network
Sign Up to like & getrecommendations! Published in 2024 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-024-20409-2
Abstract: As society advances, an increasing number of individuals spend significant time interacting with computers daily. To enhance the human-computer interaction experience, it has become crucial to augment the computer’s ability for emotion recognition. This capability… read more here.
Keywords: modal emotion; emotion recognition; emotion; recognition ... See more keywords
Cyclic Data Distillation Semi-Supervised Learning for Multi-Modal Emotion Recognition
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2025.3581786
Abstract: Multi-modal emotion recognition (MER) integrates multi-modal signals to help computers comprehensively understand human emotions, which is a crucial technology in human-computer interactions. However, the amount of labeled multi-modal emotion data is small and limits MER… read more here.
Keywords: modal emotion; supervised learning; multi; semi supervised ... See more keywords
Multi-Modal Emotion Recognition Using Speech Features and Text-Embedding
Sign Up to like & getrecommendations! Published in 2021 at "Applied Sciences"
DOI: 10.3390/app11177967
Abstract: Recently, intelligent personal assistants, chat-bots and AI speakers are being utilized more broadly as communication interfaces and the demands for more natural interaction measures have increased as well. Humans can express emotions in various ways,… read more here.
Keywords: modal emotion; multi modal; emotion recognition; using speech ... See more keywords