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Multimodal Emotion Recognition Using Bi-LG-GCN for MELD Dataset
16 references·0 citing·47 second hopsampled
Multimodal Emotion Recognition Using Bi-LG-GCN for MELD Dataset (2024)Multimodal Emotion Recognition Using Bi-L…GraphMFT: A graph network based multimodal fusion technique for emotion recognition in conversation (2023)GraphMFT: A graph network bas…A systematic survey on multimodal emotion recognition using learning algorithms (2023)A systematic survey on multim…Investigating EEG-based functional connectivity patterns for multimodal emotion recognition (2022)Investigating EEG-based funct…Cross corpus multi-lingual speech emotion recognition using ensemble learning (2021)Cross corpus multi-lingual sp…Multimodal Emotion Recognition Using Cross-Modal Attention and 1D Convolutional Neural Networks (2020)Multimodal Emotion Recognitio…M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues (2020)M3ER: Multiplicative Multimod…Expression-EEG Based Collaborative Multimodal Emotion Recognition Using Deep AutoEncoder (2020)Expression-EEG Based Collabor…EmotiCon: Context-Aware Multimodal Emotion Recognition Using Frege’s Principle (2020)EmotiCon: Context-Aware Multi…Cross-Subject Multimodal Emotion Recognition Based on Hybrid Fusion (2020)Cross-Subject Multimodal Emot…Attention Driven Fusion for Multi-Modal Emotion Recognition (2020)Attention Driven Fusion for M…A performance comparison of eight commercially available automatic classifiers for facial affect recognition (2020)A performance comparison of e…A 3D-convolutional neural network framework with ensemble learning techniques for multi-modal emotion recognition (2020)A 3D-convolutional neural net…Emotion Recognition from Physiological Signal Analysis: A Review (2019)Emotion Recognition from Phys…A survey of emotion recognition methods with emphasis on E-Learning environments (2019)A survey of emotion recogniti…A Hybrid Latent Space Data Fusion Method for Multimodal Emotion Recognition (2019)A Hybrid Latent Space Data Fu…Emotion Recognition of Affective Speech Based on Multiple Classifiers Using Acoustic-Prosodic Information and Semantic Labels (2010)Emotion Recognition of Affect…Toward detecting emotions in spoken dialogs (2005)The INTERSPEECH 2009 emotion challenge (2009)Praat: Doing Phonetics by Computer (2011)Survey on audiovisual emotion recognition: databases, features, and data fusion strategies (2014)Hierarchical committee of deep convolutional neural networks for robust facial expression recognition (2016)Two-layer fuzzy multiple random forest for speech emotion recognition in human-robot interaction (2019)The expression of the emotions in man and animals. 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(2001)Conversational transfer learning for emotion recognition (2020)Understanding Deep Learning Techniques for Recognition of Human Emotions Using Facial Expressions: A Comprehensive Survey (2023)Emotion recognition in human-computer interaction (2001)Facial and Vocal Expressions of Emotion (2002)IEMOCAP: interactive emotional dyadic motion capture database (2008)A Survey of Deep Learning-Based Multimodal Emotion Recognition: Speech, Text, and Face (2023)Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot Navigation (2020)Adaptive Multimodal Emotion Detection Architecture for Social Robots (2022)A Comprehensive Review of Multimodal Emotion Recognition: Techniques, Challenges, and Future Directions (2025)A revised version of the psychoticism scale (1985)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition (2021)EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism (2022)Multimodal Emotion Recognition with Deep Learning: Advancements, challenges, and future directions (2023)An argument for basic emotions (1992)Affective Computing (1997)Automatic Facial Expression Recognition in Standardized and Non-standardized Emotional Expressions (2021)Marketing Insights from Multimedia Data: Text, Image, Audio, and Video (2021)Py-Feat: Python Facial Expression Analysis Toolbox (2023)A database of German emotional speech (2005)The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing (2015)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)TLEFuzzyNet: Fuzzy Rank-Based Ensemble of Transfer Learning Models for Emotion Recognition From Human Speeches (2021)Future smart cities: requirements, emerging technologies, applications, challenges, and future aspects (2022)GM-TCNet: Gated Multi-scale Temporal Convolutional Network using Emotion Causality for Speech Emotion Recognition (2022)Toward machine emotional intelligence: analysis of affective physiological state (2001)Using transformers for multimodal emotion recognition: Taxonomies and state of the art review (2024)A review on EEG-based multimodal learning for emotion recognition (2025)Emotion recognition from unimodal to multimodal analysis: A review (2023)A Systematic Review on Multimodal Emotion Recognition: Building Blocks, Current State, Applications, and Challenges (2024)
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References

  • 2019Emotion Recognition from Physiological Signal Analysis: A Review562 cited
  • 2010Emotion Recognition of Affective Speech Based on Multiple Classifiers Using Acoustic-Prosodic Information and Semantic Labels267 cited
  • 2020M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues261 cited
  • 2022Investigating EEG-based functional connectivity patterns for multimodal emotion recognition238 cited
  • 2020Cross-Subject Multimodal Emotion Recognition Based on Hybrid Fusion201 cited
  • 2020EmotiCon: Context-Aware Multimodal Emotion Recognition Using Frege’s Principle188 cited
  • 2020A performance comparison of eight commercially available automatic classifiers for facial affect recognition186 cited
  • 2019A survey of emotion recognition methods with emphasis on E-Learning environments182 cited
  • 2023A systematic survey on multimodal emotion recognition using learning algorithms178 cited
  • 2021Cross corpus multi-lingual speech emotion recognition using ensemble learning139 cited
  • 2020Expression-EEG Based Collaborative Multimodal Emotion Recognition Using Deep AutoEncoder122 cited
  • 2020A 3D-convolutional neural network framework with ensemble learning techniques for multi-modal emotion recognition117 cited
  • 2023GraphMFT: A graph network based multimodal fusion technique for emotion recognition in conversation117 cited

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2019
A Hybrid Latent Space Data Fusion Method for Multimodal Emotion Recognition
98 cited
  • 2020Multimodal Emotion Recognition Using Cross-Modal Attention and 1D Convolutional Neural Networks97 cited
  • 2020Attention Driven Fusion for Multi-Modal Emotion Recognition96 cited
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