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Towards Discriminative Representation Learning for Speech Emotion Recognition
7 references·8 citing·44 second hop
Towards Discriminative Representation Learning for Speech Emotion Recognition (2019)Towards Discriminative Representation Lea…Automatic speech emotion recognition using recurrent neural networks with local attention (2017)Automatic speech emotion reco…Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network (2016)Adieu features? End-to-end sp…High-level feature representation using recurrent neural network for speech emotion recognition (2015)High-level feature representa…A Multi-Task Learning Framework for Emotion Recognition Using 2D Continuous Space (2015)A Multi-Task Learning Framewo…Ensemble of SVM trees for multimodal emotion recognition (2012)Ensemble of SVM trees for mul…Deep neural networks for acoustic emotion recognition: Raising the benchmarks (2011)Deep neural networks for acou…IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…Survey of deep emotion recognition in dynamic data using facial, speech and textual cues (2024)Survey of deep emotion recogn…RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition (2023)RBA-GCN: Relational Bilevel A…Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation (2022)Speaker-Guided Encoder-Decode…PIRNet: Personality-Enhanced Iterative Refinement Network for Emotion Recognition in Conversation (2022)PIRNet: Personality-Enhanced …Multimodal Transformer with Learnable Frontend and Self Attention for Emotion Recognition (2022)Multimodal Transformer with L…A Feature-Fused Convolutional Neural Network for Emotion Recognition From Multichannel EEG Signals (2022)A Feature-Fused Convolutional…DECN: Dialogical emotion correction network for conversational emotion recognition (2021)DECN: Dialogical emotion corr…Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition (2020)Context-Dependent Domain Adve…A database of German emotional speech (2005)The eNTERFACE’05 Audio-Visual Emotion Database (2006)The INTERSPEECH 2009 emotion challenge (2009)Paralinguistics in speech and language—State-of-the-art and the challenge (2012)Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech (2017)End-to-End Speech Emotion Recognition Using Deep Neural Networks (2018)Coefficient Alpha and the Internal Structure of Tests (1951)The Hidden Dimension (1973)Affective Computing (1997)A review of affective computing: From unimodal analysis to multimodal fusion (2017)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)Three dimensions of emotion. (1954)Analysis of emotion recognition using facial expressions, speech and multimodal information (2004)A survey of speech emotion recognition in natural environment (2020)Speech emotion recognition using fusion of three multi-task learning-based classifiers: HSF-DNN, MS-CNN and LLD-RNN (2020)Survey of Deep Representation Learning for Speech Emotion Recognition (2021)A Concordance Correlation Coefficient to Evaluate Reproducibility (1989)Vocal communication of emotion: A review of research paradigms (2003)The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing (2015)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)Acoustic profiles in vocal emotion expression. (1996)Speech emotion recognition using hidden Markov models (2003)Multimodal Speech Emotion Recognition Using Audio and Text (2018)A Comprehensive Review of Speech Emotion Recognition Systems (2021)Multimodal Emotion Recognition using Deep Learning (2021)The general inquirer: A computer approach to content analysis. (1966)Praat, a system for doing phonetics by computer (2002)Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts (2018)Locally Confined Modality Fusion Network With a Global Perspective for Multimodal Human Affective Computing (2019)Multi-Modal Attention for Speech Emotion Recognition (2020)Speech emotion recognition using deep neural network and extreme learning machine (2014)Speech Emotion Recognition Using Deep Learning Techniques: A Review (2019)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Emotion Generation and Emotion Regulation: One or Two Depends on Your Point of View (2011)End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild (2022)Multimodal Emotion Recognition Using Bi-LG-GCN for MELD Dataset (2024)MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)Speech emotion recognition in conversations using artificial intelligence: a systematic review and meta-analysis (2025)Constants across cultures in the face and emotion. (1971)Measuring emotion: The self-assessment manikin and the semantic differential (1994)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Emotion Recognition via Multiscale Feature Fusion Network and Attention Mechanism (2023)Grop: Graph Orthogonal Purification Network for EEG Emotion Recognition (2024)
this work references cited by second hop

References

  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 2016Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network908 cited
  • 2017Automatic speech emotion recognition using recurrent neural networks with local attention769 cited
  • 2015High-level feature representation using recurrent neural network for speech emotion recognition406 cited
  • 2011Deep neural networks for acoustic emotion recognition: Raising the benchmarks288 cited
  • 2015A Multi-Task Learning Framework for Emotion Recognition Using 2D Continuous Space183 cited
  • 2012Ensemble of SVM trees for multimodal emotion recognition112 cited

Cited by

  • 2022A Feature-Fused Convolutional Neural Network for Emotion Recognition From Multichannel EEG Signals42 cited
  • 2021DECN: Dialogical emotion correction network for conversational emotion recognition42 cited
  • 2020Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition38 cited
  • 2022Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation36 cited
  • 2024Survey of deep emotion recognition in dynamic data using facial, speech and textual cues35 cited
  • 2022Multimodal Transformer with Learnable Frontend and Self Attention for Emotion Recognition34 cited
  • 2022

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PIRNet: Personality-Enhanced Iterative Refinement Network for Emotion Recognition in Conversation
32 cited
  • 2023RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition31 cited