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Modeling Hierarchical Uncertainty for Multimodal Emotion Recognition in Conversation
16 references·0 citing·37 second hop
Modeling Hierarchical Uncertainty for Multimodal Emotion Recognition in Conversation (2022)Modeling Hierarchical Uncertainty for Mul…Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network (2020)Real-Time Emotion Recognition…A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion From Heartbeat (2020)A Bayesian Deep Learning Fram…MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)MELD: A Multimodal Multi-Part…Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing (2019)Divide, Conquer and Combine: …DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation (2019)DialogueGCN: A Graph Convolut…The Economics of Risk and Uncertainty (2018)The Economics of Risk and Unc…Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)Spatial–Temporal Recurrent Ne…Multiscale Amplitude Feature and Significance of Enhanced Vocal Tract Information for Emotion Classification (2018)Multiscale Amplitude Feature …ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection (2018)ICON: Interactive Conversatio…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos (2018)Conversational Memory Network…From Hard to Soft (2017)From Hard to SoftPromoting Interactions Between Humans and Robots Using Robotic Emotional Behavior (2015)Promoting Interactions Betwee…AVEC 2012 (2012)AVEC 2012IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…The Comparison and Evaluation of Forecasters (1983)The Comparison and Evaluation…The spread of low-credibility content by social botsTheory of Games and Statistical Decisions. (1955)Elicitation of Personal Probabilities and Expectations (1971)A New Vector Partition of the Probability Score (1973)Scoring rules and the evaluation of probabilities (1996)Combining Probability Forecasts (2010)Coefficient Alpha and the Internal Structure of Tests (1951)The Hidden Dimension (1973)Affective Computing (1997)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Differential entropy feature for EEG-based emotion classification (2013)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)EEG Based Emotion Recognition: A Tutorial and Review (2022)TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition (2022)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)The Handbook of Conversation Analysis (2013)A review of affective computing: From unimodal analysis to multimodal fusion (2017)COSMIC: COmmonSense knowledge for eMotion Identification in Conversations (2020)MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation (2021)The chameleon effect: The perception–behavior link and social interaction. (1999)CTNet: Conversational Transformer Network for Emotion Recognition (2021)Measuring emotion: The self-assessment manikin and the semantic differential (1994)A systematic review on affective computing: emotion models, databases, and recent advances (2022)COVAREP — A collaborative voice analysis repository for speech technologies (2014)End-to-end multimodal affect recognition in real-world environments (2020)SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition (2022)A Review of Key Technologies for Emotion Analysis Using Multimodal Information (2024)From Utterance to Text: The Bias of Language in Speech and Writing (1977)Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge (2021)Conversational emotion recognition studies based on graph convolutional neural networks and a dependent syntactic analysis (2022)MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (2023)MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations (2022)
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References

  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 2019MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations1,413 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2019DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation763 cited
  • 1983The Comparison and Evaluation of Forecasters603 cited
  • 2018Spatial–Temporal Recurrent Neural Network for Emotion Recognition595 cited
  • 2018Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos493 cited
  • 2018ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection464 cited
  • 2019Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing153 cited
  • 2020Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network148 cited
  • 2020A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion From Heartbeat87 cited
  • 2017From Hard to Soft85 cited
  • 2015Promoting Interactions Between Humans and Robots Using Robotic Emotional Behavior77 cited
  • 2012AVEC 201276 cited
  • 2018

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Multiscale Amplitude Feature and Significance of Enhanced Vocal Tract Information for Emotion Classification
56 cited
  • 2018The Economics of Risk and Uncertainty17 cited
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