A review of affective computing: From unimodal analysis to multimodal fusion

S Poria, E Cambria, R Bajpai, A Hussain - Information fusion, 2017 - Elsevier
Affective computing is an emerging interdisciplinary research field bringing together
researchers and practitioners from various fields, ranging from artificial intelligence, natural …

Speech emotion recognition using deep learning techniques: A review

RA Khalil, E Jones, MI Babar, T Jan, MH Zafar… - IEEE …, 2019 - ieeexplore.ieee.org
Emotion recognition from speech signals is an important but challenging component of
Human-Computer Interaction (HCI). In the literature of speech emotion recognition (SER) …

A survey of affect recognition methods: audio, visual and spontaneous expressions

Z Zeng, M Pantic, GI Roisman, TS Huang - Proceedings of the 9th …, 2007 - dl.acm.org
Automated analysis of human affective behavior has attracted increasing attention from
researchers in psychology, computer science, linguistics, neuroscience, and related …

Emotions don't lie: An audio-visual deepfake detection method using affective cues

T Mittal, U Bhattacharya, R Chandra, A Bera… - Proceedings of the 28th …, 2020 - dl.acm.org
We present a learning-based method for detecting real and fake deepfake multimedia
content. To maximize information for learning, we extract and analyze the similarity between …

Multimodal human–computer interaction: A survey

A Jaimes, N Sebe - Computer vision and image understanding, 2007 - Elsevier
In this paper, we review the major approaches to multimodal human–computer interaction,
giving an overview of the field from a computer vision perspective. In particular, we focus on …

Multimodal video sentiment analysis using deep learning approaches, a survey

SA Abdu, AH Yousef, A Salem - Information Fusion, 2021 - Elsevier
Deep learning has emerged as a powerful machine learning technique to employ in
multimodal sentiment analysis tasks. In the recent years, many deep learning models and …

A survey of emotion recognition methods with emphasis on E-Learning environments

M Imani, GA Montazer - Journal of Network and Computer Applications, 2019 - Elsevier
Emotions play an important role in the learning process. Considering the learner's emotions
is essential for electronic learning (e-learning) systems. Some researchers have proposed …

Storytelling by a kindergarten social assistive robot: A tool for constructive learning in preschool education

M Fridin - Computers & education, 2014 - Elsevier
Abstract Kindergarten Social Assistive Robotics (KindSAR) is a novel technology that offers
kindergarten staff an innovative tool for achieving educational aims through social …

Bi-modal emotion recognition from expressive face and body gestures

H Gunes, M Piccardi - Journal of Network and Computer Applications, 2007 - Elsevier
Psychological research findings suggest that humans rely on the combined visual channels
of face and body more than any other channel when they make judgments about human …

Recognising human emotions from body movement and gesture dynamics

G Castellano, SD Villalba, A Camurri - International conference on …, 2007 - Springer
We present an approach for the recognition of acted emotional states based on the analysis
of body movement and gesture expressivity. According to research showing that distinct …