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Multimodal Affective Communication Analysis: Fusing Speech Emotion and Text Sentiment Using Machine Learning

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 diverse features and bo...

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Principais autores: Diego Resende Faria, Abraham Itzhak Weinberg, Pedro Paulo Ayrosa
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2024-07-01
coleção:Applied Sciences
Assuntos:
speech emotion recognition
sentiment analysis
affective communication
data fusion
multimodality
machine learning
Acesso em linha:https://www.mdpi.com/2076-3417/14/15/6631
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