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A systematic review of trimodal affective computing approaches: Text, audio, and visual integration in emotion recognition and sentiment analysis
16 references·1 citing·49 second hop
A systematic review of trimodal affective computing approaches: Text, audio, and visual integration in emotion recognition and sentiment analysis (2024)A systematic review of trimodal affective…Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)Deep learning-based multimoda…An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition (2023)An ensemble 1D-CNN-LSTM-GRU m…A systematic survey on multimodal emotion recognition using learning algorithms (2023)A systematic survey on multim…A Survey of Deep Learning-Based Multimodal Emotion Recognition: Speech, Text, and Face (2023)A Survey of Deep Learning-Bas…Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition (2022)Short and Long Range Relation…Automated emotion recognition: Current trends and future perspectives (2022)Automated emotion recognition…Leveraging recent advances in deep learning for audio-Visual emotion recognition (2021)Leveraging recent advances in…Facial Sentiment Analysis Using AI Techniques: State-of-the-Art, Taxonomies, and Challenges (2020)Facial Sentiment Analysis Usi…Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Emotion recognition using mul…EmotiCon: Context-Aware Multimodal Emotion Recognition Using Frege’s Principle (2020)EmotiCon: Context-Aware Multi…Deep Facial Expression Recognition: A Survey (2020)Deep Facial Expression Recogn…Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals (2019)Multimodal big data affective…A snapshot research and implementation of multimodal information fusion for data-driven emotion recognition (2019)A snapshot research and imple…A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition (2019)A CNN-Assisted Enhanced Audio…Core affect and the psychological construction of emotion. (2003)Core affect and the psycholog…Toward a consensual structure of mood. (1985)Toward a consensual structure…How Visual Design in Dairy Packaging Affects Consumer Attention and Decision-Making (2025)How Visual Design in Dairy Pa…Attachment and Loss (1969)Judgment under Uncertainty: Heuristics and Biases (1975)A circumplex model of affect. (1980)Developments in the Measurement of Subjective Well-Being (2006)Compassion: An evolutionary analysis and empirical review. (2010)Emotion Regulation: Current Status and Future Prospects (2015)The expression of the emotions in man and animals. (1872)Facial Action Coding System (1978)Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition (2020)A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)A systematic review on affective computing: emotion models, databases, and recent advances (2022)IEMOCAP: interactive emotional dyadic motion capture database (2008)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)A review of affective computing: From unimodal analysis to multimodal fusion (2017)A survey of emotion recognition methods with emphasis on E-Learning environments (2019)A survey of speech emotion recognition in natural environment (2020)Emotion recognition from unimodal to multimodal analysis: A review (2023)Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network (2016)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach (2020)A Comprehensive Review of Speech Emotion Recognition Systems (2021)A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism (2021)Approximate entropy as a measure of system complexity. (1991)Affective Computing (1997)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)A Concordance Correlation Coefficient to Evaluate Reproducibility (1989)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Ad-Corre: Adaptive Correlation-Based Loss for Facial Expression Recognition in the Wild (2022)A Transformer-Based Model With Self-Distillation for Multimodal Emotion Recognition in Conversations (2023)A database of German emotional speech (2005)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)A review on speech emotion recognition: A survey, recent advances, challenges, and the influence of noise (2023)Multiscale-multichannel feature extraction and classification through one-dimensional convolutional neural network for Speech emotion recognition (2023)Multimodal Emotion Recognition Using Visual, Vocal and Physiological Signals: A Review (2024)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics (2023)Transformer-based multimodal feature enhancement networks for multimodal depression detection integrating video, audio and remote photoplethysmograph signals (2023)A Review of Key Technologies for Emotion Analysis Using Multimodal Information (2024)A Systematic Review on Multimodal Emotion Recognition: Building Blocks, Current State, Applications, and Challenges (2024)Vocal communication of emotion: A review of research paradigms (2003)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Multimodal emotion recognition: A comprehensive review, trends, and challenges (2024)A Comprehensive Review of Multimodal Emotion Recognition: Techniques, Challenges, and Future Directions (2025)Emotional Intelligence (1990)The Mental Health Continuum: From Languishing to Flourishing in Life (2002)
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References

  • 2003Core affect and the psychological construction of emotion.6,111 cited
  • 1985Toward a consensual structure of mood.4,370 cited
  • 2020Deep Facial Expression Recognition: A Survey1,942 cited
  • 2020Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review804 cited
  • 2019A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition393 cited
  • 2023Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects256 cited
  • 2021Leveraging recent advances in deep learning for audio-Visual emotion recognition238 cited
  • 2019A snapshot research and implementation of multimodal information fusion for data-driven emotion recognition220 cited
  • 2023A Survey of Deep Learning-Based Multimodal Emotion Recognition: Speech, Text, and Face220 cited
  • 2023An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition197 cited
  • 2020EmotiCon: Context-Aware Multimodal Emotion Recognition Using Frege’s Principle188 cited
  • 2023A systematic survey on multimodal emotion recognition using learning algorithms178 cited
  • 2022Automated emotion recognition: Current trends and future perspectives172 cited
  • 2019Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals

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171 cited
  • 2022Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition159 cited
  • 2020Facial Sentiment Analysis Using AI Techniques: State-of-the-Art, Taxonomies, and Challenges157 cited
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