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Bagged support vector machines for emotion recognition from speech

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References

2005A database of German emotional speech2,365 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
2003The role of voice quality in communicating emotion, mood and attitude790 cited
2010A comparative assessment of ensemble learning for credit scoring501 cited
2004Speech emotion recognition combining acoustic features and linguistic information in a hybrid support vector machine-belief network architecture438 cited
2015Speech Emotion Recognition Using Fourier Parameters409 cited
2006Ensemble methods for spoken emotion recognition in call-centres320 cited
2017Speech emotion recognition based on feature selection and extreme learning machine decision tree267 cited

Cited by

2023An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition197 cited
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2020Automated accurate speech emotion recognition system using twine shuffle pattern and iterative neighborhood component analysis techniques157 cited
2020A Novel Approach for Classification of Speech Emotions Based on Deep and Acoustic Features155 cited
2021Att-Net: Enhanced emotion recognition system using lightweight self-attention module148 cited

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2020CLSTM: Deep Feature-Based Speech Emotion Recognition Using the Hierarchical ConvLSTM Network145 cited

2023Multimodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning141 cited

2023Speech emotion recognition using machine learning — A systematic review137 cited

2020Impact of Feature Selection Algorithm on Speech Emotion Recognition Using Deep Convolutional Neural Network136 cited

2021A Proposal for Multimodal Emotion Recognition Using Aural Transformers and Action Units on RAVDESS Dataset120 cited

2023GraphMFT: A graph network based multimodal fusion technique for emotion recognition in conversation117 cited

2021A multimodal hierarchical approach to speech emotion recognition from audio and text115 cited

2023GA2MIF: Graph and Attention Based Two-Stage Multi-Source Information Fusion for Conversational Emotion Detection112 cited

2020Federated Learning Meets Human Emotions: A Decentralized Framework for Human–Computer Interaction for IoT Applications108 cited

2021Optimal feature selection based speech emotion recognition using two‐stream deep convolutional neural network102 cited

2022MFF-SAug: Multi feature fusion with spectrogram augmentation of speech emotion recognition using convolution neural network86 cited