crossrefApplied Sciences2024-07-29Cited by 17
Multimodal Affective Communication Analysis: Fusing Speech Emotion and Text Sentiment Using Machine Learning
Diego Resende Faria, Abraham Itzhak Weinberg, Pedro Paulo Ayrosa
Affective communication, encompassing verbal and non-verbal cues, is crucial for understanding human interactions. This study introduces a novel framework for enhancing emotional understanding by fusing speech emotion recognition (SER) and sentiment analysis (SA). We leverage div…