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Multimodal Deep Convolutional Neural Network for Audio-Visual Emotion Recognition
5 references·11 citing·43 second hop
Multimodal Deep Convolutional Neural Network for Audio-Visual Emotion Recognition (2016)Multimodal Deep Convolutional Neural Netw…Deep learning for robust feature generation in audiovisual emotion recognition (2013)Deep learning for robust feat…Multimodal information fusion application to human emotion recognition from face and speech (2009)Multimodal information fusion…Recognizing Human Emotional State From Audiovisual Signals* (2008)Recognizing Human Emotional S…Recognizing Human Emotional State From Audiovisual Signals (2008)Recognizing Human Emotional S…A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Survey of Affect Recognitio…Multi-head attention fusion networks for multi-modal speech emotion recognition (2022)Multi-head attention fusion n…Methods for Facial Expression Recognition with Applications in Challenging Situations (2022)Methods for Facial Expression…A Survey on Databases for Multimodal Emotion Recognition and an Introduction to the VIRI (Visible and InfraRed Image) Database (2022)A Survey on Databases for Mul…Emotion Recognition for Healthcare Surveillance Systems Using Neural Networks: A Survey (2021)Emotion Recognition for Healt…Fusion of deep learning features with mixture of brain emotional learning for audio-visual emotion recognition (2020)Fusion of deep learning featu…Facial emotion recognition using temporal relational network: an application to E-learning (2020)Facial emotion recognition us…A Multimodal Facial Emotion Recognition Framework through the Fusion of Speech with Visible and Infrared Images (2020)A Multimodal Facial Emotion R…Learning Temporal Clusters Using Capsule Routing for Speech Emotion Recognition (2019)Learning Temporal Clusters Us…Emotion recognition using secure edge and cloud computing (2019)Emotion recognition using sec…Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild (2017)Modeling multimodal cues in a…DCNN and DNN based multi-modal depression recognition (2017)DCNN and DNN based multi-moda…Toward detecting emotions in spoken dialogs (2005)IEMOCAP: interactive emotional dyadic motion capture database (2008)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)Learning Affective Features With a Hybrid Deep Model for Audio–Visual Emotion Recognition (2017)Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network (2019)Facial Action Coding System (1978)Praat : doing phonetics by computer [Computer program] (2011)Praat: Doing Phonetics by Computer (2011)Affect representation and recognition in 3D continuous valence–arousal–dominance space (2016)Deep spatio-temporal feature fusion with compact bilinear pooling for multimodal emotion recognition (2018)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)Affective Computing (1997)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Recognizing emotion in speech (2002)Emotion recognition by speech signals (2003)Speech emotion recognition approaches in human computer interaction (2011)Survey on audiovisual emotion recognition: databases, features, and data fusion strategies (2014)3D CNN-Based Speech Emotion Recognition Using K-Means Clustering and Spectrograms (2019)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Bangla Speech Emotion Recognition and Cross-Lingual Study Using Deep CNN and BLSTM Networks (2021)Speech Databases, Speech Features, and Classifiers in Speech Emotion Recognition: A Review (2024)The INTERSPEECH 2009 emotion challenge (2009)The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing (2015)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)Advanced Fusion-Based Speech Emotion Recognition System Using a Dual-Attention Mechanism with Conv-Caps and Bi-GRU Features (2022)AAD-Net: Advanced end-to-end signal processing system for human emotion detection & recognition using attention-based deep echo state network (2023)Wavelet Multiresolution Analysis Based Speech Emotion Recognition System Using 1D CNN LSTM Networks (2023)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)A CNN-LSTM BASED DEEP NEURAL NETWORKS FOR FACIAL EMOTION DETECTION IN VIDEOS (2021)Mobilenetv3: a deep learning technique for human face expressions identification (2023)Multimodal emotion recognition: A comprehensive review, trends, and challenges (2024)Automatic speech emotion recognition using recurrent neural networks with local attention (2017)Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)Deep Facial Expression Recognition: A Survey (2020)Speech emotion recognition using deep neural network and extreme learning machine (2014)Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network (2016)Attention-Based Multi-Learning Approach for Speech Emotion Recognition With Dilated Convolution (2022)Deep Learning Approaches for Bimodal Speech Emotion Recognition: Advancements, Challenges, and a Multi-Learning Model (2023)Kernel Cross-Modal Factor Analysis for Information Fusion With Application to Bimodal Emotion Recognition (2012)
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References

  • 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions2,797 cited
  • 2013Deep learning for robust feature generation in audiovisual emotion recognition401 cited
  • 2008Recognizing Human Emotional State From Audiovisual Signals215 cited
  • 2008Recognizing Human Emotional State From Audiovisual Signals*202 cited
  • 2009Multimodal information fusion application to human emotion recognition from face and speech166 cited

Cited by

  • 2019Emotion recognition using secure edge and cloud computing104 cited
  • 2019Learning Temporal Clusters Using Capsule Routing for Speech Emotion Recognition70 cited
  • 2021Emotion Recognition for Healthcare Surveillance Systems Using Neural Networks: A Survey69 cited
  • 2022Multi-head attention fusion networks for multi-modal speech emotion recognition64 cited
  • 2020A Multimodal Facial Emotion Recognition Framework through the Fusion of Speech with Visible and Infrared Images61 cited
  • 2020Facial emotion recognition using temporal relational network: an application to E-learning58 cited
  • 2020Fusion of deep learning features with mixture of brain emotional learning for audio-visual emotion recognition57 cited
  • 2022Methods for Facial Expression Recognition with Applications in Challenging Situations55 cited
  • 2017

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DCNN and DNN based multi-modal depression recognition
46 cited
  • 2017Modeling multimodal cues in a deep learning-based framework for emotion recognition in the wild44 cited
  • 2022A Survey on Databases for Multimodal Emotion Recognition and an Introduction to the VIRI (Visible and InfraRed Image) Database44 cited