Multimodal sentiment analysis and emotion recognition endeavour to capture and interpret human affect through a synthesis of diverse sensory inputs, including textual, visual and acoustic modalities.

Multimodal sentiment analysis (MSA) is an emerging technology that seeks to digitally automate extraction and prediction of human sentiments from text, audio, and video. With advances in deep learning ...

Stage 1 captures the interaction between unimodal modalities; Stage 2 focuses on the potential adaptation between fusion representations, enhancing emotion prediction accuracy. Social media ...