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Speech emotion recognition based on Graph-LSTM neural network
16 references·0 citing·33 second hopsampled
Speech emotion recognition based on Graph-LSTM neural network (2023)Speech emotion recognition based on Graph…An ongoing review of speech emotion recognition (2023)An ongoing review of speech e…Robust Speech Emotion Recognition Using CNN+LSTM Based on Stochastic Fractal Search Optimization Algorithm (2022)Robust Speech Emotion Recogni…Speech Emotion Recognition with Multi-Task Learning (2021)Speech Emotion Recognition wi…Speech emotion recognition using recurrent neural networks with directional self-attention (2021)Speech emotion recognition us…Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models (2021)Deep Learning Techniques for …Compact Graph Architecture for Speech Emotion Recognition (2021)Compact Graph Architecture fo…A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism (2021)A Review on Speech Emotion Re…A Comprehensive Review of Speech Emotion Recognition Systems (2021)A Comprehensive Review of Spe…Speech emotion recognition with deep convolutional neural networks (2020)Speech emotion recognition wi…Deep-Net: A Lightweight CNN-Based Speech Emotion Recognition System Using Deep Frequency Features (2020)Deep-Net: A Lightweight CNN-B…Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM (2020)Clustering-Based Speech Emoti…Speech emotion recognition based on DNN-decision tree SVM model (2019)Speech emotion recognition ba…Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning (2019)Improved End-to-End Speech Em…Emotional games: How coaches' emotional expressions shape players' emotions, inferences, and team performance (2018)Emotional games: How coaches'…Detection of Clinical Depression in Adolescents’ Speech During Family Interactions (2010)Detection of Clinical Depress…IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…The emergence of gender differences in depression during adolescence. (1994)Major depressive disorder in older adolescents (1998)Acoustical properties of speech as indicators of depression and suicidal risk (2000)A survey of speech emotion recognition in natural environment (2020)A hybrid model for depression detection using deep learning (2022)Emotion recognition from unimodal to multimodal analysis: A review (2023)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)MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)The INTERSPEECH 2009 emotion challenge (2009)The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism (2013)Automatic speech emotion recognition using recurrent neural networks with local attention (2017)Att-Net: Enhanced emotion recognition system using lightweight self-attention module (2021)Automated emotion recognition: Current trends and future perspectives (2022)A database of German emotional speech (2005)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)Emotion Recognition from Speech Using wav2vec 2.0 Embeddings (2021)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Multimodal Emotion Recognition with Deep Learning: Advancements, challenges, and future directions (2023)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)A Novel Approach for Classification of Speech Emotions Based on Deep and Acoustic Features (2020)Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning (2021)MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach (2020)An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition (2023)Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)A systematic literature review of speech emotion recognition approaches (2022)Speech Emotion Recognition Based on Multiple Acoustic Features and Deep Convolutional Neural Network (2023)Speech emotion recognition using machine learning — A systematic review (2023)Meta-Heuristic Optimization of LSTM-Based Deep Network for Boosting the Prediction of Monkeypox Cases (2022)RETRACTED ARTICLE: Speech Emotion Recognition: A Comprehensive Survey (2023)
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References

  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 2020Speech emotion recognition with deep convolutional neural networks621 cited
  • 2020Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM402 cited
  • 2021A Comprehensive Review of Speech Emotion Recognition Systems380 cited
  • 2021Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models294 cited
  • 2010Detection of Clinical Depression in Adolescents’ Speech During Family Interactions256 cited
  • 2021A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism231 cited
  • 2019Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning197 cited
  • 2022Robust Speech Emotion Recognition Using CNN+LSTM Based on Stochastic Fractal Search Optimization Algorithm194 cited
  • 2020Deep-Net: A Lightweight CNN-Based Speech Emotion Recognition System Using Deep Frequency Features174 cited
  • 2021Speech emotion recognition using recurrent neural networks with directional self-attention149 cited
  • 2019Speech emotion recognition based on DNN-decision tree SVM model127 cited
  • 2021Speech Emotion Recognition with Multi-Task Learning124 cited
  • 2023An ongoing review of speech emotion recognition

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124 cited
  • 2018Emotional games: How coaches' emotional expressions shape players' emotions, inferences, and team performance78 cited
  • 2021Compact Graph Architecture for Speech Emotion Recognition66 cited
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