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Hybrid LSTM–Attention and CNN Model for Enhanced Speech Emotion Recognition
16 references·0 citing·43 second hop
Hybrid LSTM–Attention and CNN Model for Enhanced Speech Emotion Recognition (2024)Hybrid LSTM–Attention and CNN Model for E…Speech Emotion Recognition Using Attention Model (2023)Speech Emotion Recognition Us…Speech Emotion Recognition Based on Multiple Acoustic Features and Deep Convolutional Neural Network (2023)Speech Emotion Recognition Ba…Multimodal Emotion Detection via Attention-Based Fusion of Extracted Facial and Speech Features (2023)Multimodal Emotion Detection …An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition (2023)An ensemble 1D-CNN-LSTM-GRU m…Toronto emotional speech set (TESS) (2020)Toronto emotional speech set …Speech Emotion Recognition with deep learning (2020)Speech Emotion Recognition wi…A Novel Approach for Classification of Speech Emotions Based on Deep and Acoustic Features (2020)A Novel Approach for Classifi…Two-layer fuzzy multiple random forest for speech emotion recognition in human-robot interaction (2019)Two-layer fuzzy multiple rand…Parallelized Convolutional Recurrent Neural Network With Spectral Features for Speech Emotion Recognition (2019)Parallelized Convolutional Re…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)The Ryerson Audio-Visual Data…Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)Speech emotion recognition us…Exploring Spatio-Temporal Representations by Integrating Attention-based Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition (2018)Exploring Spatio-Temporal Rep…Emotion Identification from Raw Speech Signals Using DNNs (2018)Emotion Identification from R…The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing (2015)The Geneva Minimalistic Acous…A Multimodal Emotion Detection System during Human–Robot Interaction (2013)A Multimodal Emotion Detectio…IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…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)MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)Acoustic profiles in vocal emotion expression. 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References

  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 2018The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English1,898 cited
  • 2015The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing1,815 cited
  • 2018Speech emotion recognition using deep 1D & 2D CNN LSTM networks1,044 cited
  • 2020Toronto emotional speech set (TESS)227 cited
  • 2023An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition197 cited
  • 2019Two-layer fuzzy multiple random forest for speech emotion recognition in human-robot interaction195 cited
  • 2020Speech Emotion Recognition with deep learning189 cited
  • 2020A Novel Approach for Classification of Speech Emotions Based on Deep and Acoustic Features155 cited
  • 2023Speech Emotion Recognition Based on Multiple Acoustic Features and Deep Convolutional Neural Network152 cited
  • 2018Emotion Identification from Raw Speech Signals Using DNNs135 cited
  • 2023Multimodal Emotion Detection via Attention-Based Fusion of Extracted Facial and Speech Features119 cited
  • 2013A Multimodal Emotion Detection System during Human–Robot Interaction115 cited
  • 2019Parallelized Convolutional Recurrent Neural Network With Spectral Features for Speech Emotion Recognition

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106 cited
  • 2018Exploring Spatio-Temporal Representations by Integrating Attention-based Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition100 cited
  • 2023Speech Emotion Recognition Using Attention Model100 cited
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