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Speech Emotion Recognition with Global-Aware Fusion on Multi-Scale Feature Representation
16 references·2 citing·32 second hop
Speech Emotion Recognition with Global-Aware Fusion on Multi-Scale Feature Representation (2022)Speech Emotion Recognition with Global-Aw…Speech Emotion Recognition with Multiscale Area Attention and Data Augmentation (2021)Speech Emotion Recognition wi…Improve Accuracy of Speech Emotion Recognition with Attention Head Fusion (2020)Improve Accuracy of Speech Em…Speech Emotion Recognition Using Capsule Networks (2019)Speech Emotion Recognition Us…Self-Attention for Speech Emotion Recognition (2019)Self-Attention for Speech Emo…A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition (2019)A CNN-Assisted Enhanced Audio…Speech Emotion Recognition Using Spectrogram & Phoneme Embedding (2018)Speech Emotion Recognition Us…Attention Based Fully Convolutional Network for Speech Emotion Recognition (2018)Attention Based Fully Convolu…An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition (2018)An Attention Pooling Based Re…3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition (2018)3-D Convolutional Recurrent N…Speech Emotion Recognition from Spectrograms with Deep Convolutional Neural Network (2017)Speech Emotion Recognition fr…Efficient Emotion Recognition from Speech Using Deep Learning on Spectrograms (2017)Efficient Emotion Recognition…Emotion recognition and affective computing on vocal social media (2015)Emotion recognition and affec…Speech emotion recognition using deep neural network and extreme learning machine (2014)Speech emotion recognition us…Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Survey on speech emotion reco…IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…Speech Emotion Recognition using Gaussian Mixture Vector Autoregressive Models (2007)Speech Emotion Recognition us…Speech Emotion Recognition via CNN-Transformer and multidimensional attention mechanism (2025)Speech Emotion Recognition vi…ESERNet: Learning spectrogram structure relationship for effective speech emotion recognition with swin transformer in classroom discourse analysis (2024)ESERNet: Learning spectrogram…Attention, intentions, and the structure of discourse (1986)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Emotion recognition in human-computer interaction (2001)A review of affective computing: From unimodal analysis to multimodal fusion (2017)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)Coefficient Alpha and the Internal Structure of Tests (1951)The Hidden Dimension (1973)Affective Computing (1997)MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)A database of German emotional speech (2005)Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks (2014)Multimodal Speech Emotion Recognition Using Audio and Text (2018)Deep Learning for Human Affect Recognition: Insights and New Developments (2019)A Comprehensive Review of Speech Emotion Recognition Systems (2021)Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism (2021)Emotion Recognition from Speech Using wav2vec 2.0 Embeddings (2021)Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network (2016)Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network (2019)Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM (2020)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)MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach (2020)Automatic speech emotion recognition using recurrent neural networks with local attention (2017)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)3D CNN-Based Speech Emotion Recognition Using K-Means Clustering and Spectrograms (2019)Att-Net: Enhanced emotion recognition system using lightweight self-attention module (2021)Exploring Wav2vec 2.0 Fine Tuning for Improved Speech Emotion Recognition (2023)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)Learning Alignment for Multimodal Emotion Recognition from Speech (2019)Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information (2022)
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References

  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 2010Survey on speech emotion recognition: Features, classification schemes, and databases2,076 cited
  • 2014Speech emotion recognition using deep neural network and extreme learning machine822 cited
  • 20183-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition503 cited
  • 2017Efficient Emotion Recognition from Speech Using Deep Learning on Spectrograms422 cited
  • 2017Speech Emotion Recognition from Spectrograms with Deep Convolutional Neural Network414 cited
  • 2019A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition393 cited
  • 2018An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition185 cited
  • 2018Speech Emotion Recognition Using Spectrogram & Phoneme Embedding165 cited
  • 2018Attention Based Fully Convolutional Network for Speech Emotion Recognition161 cited
  • 2019Self-Attention for Speech Emotion Recognition136 cited
  • 2019Speech Emotion Recognition Using Capsule Networks125 cited
  • 2015Emotion recognition and affective computing on vocal social media115 cited
  • 2007Speech Emotion Recognition using Gaussian Mixture Vector Autoregressive Models108 cited

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2021
Speech Emotion Recognition with Multiscale Area Attention and Data Augmentation
81 cited
  • 2020Improve Accuracy of Speech Emotion Recognition with Attention Head Fusion77 cited
  • Cited by

    • 2025Speech Emotion Recognition via CNN-Transformer and multidimensional attention mechanism66 cited
    • 2024ESERNet: Learning spectrogram structure relationship for effective speech emotion recognition with swin transformer in classroom discourse analysis47 cited