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A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition

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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
2016Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network905 cited
2014Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks567 cited
2017Evaluating deep learning architectures for Speech Emotion Recognition553 cited
20183-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition503 cited
2017Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching443 cited

Cited by

2021A Comprehensive Review of Speech Emotion Recognition Systems380 cited
2021A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism231 cited
2020MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach205 cited
2023An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition197 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 Features

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174 cited

2020Automated accurate speech emotion recognition system using twine shuffle pattern and iterative neighborhood component analysis techniques157 cited

2023Speech Emotion Recognition Based on Multiple Acoustic Features and Deep Convolutional Neural Network152 cited

2021Att-Net: Enhanced emotion recognition system using lightweight self-attention module148 cited

2022A systematic literature review of speech emotion recognition approaches147 cited

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

2022Depression Detection from Social Media Text Analysis using Natural Language Processing Techniques and Hybrid Deep Learning Model139 cited

2021Attention guided 3D CNN-LSTM model for accurate speech based emotion recognition130 cited

2023Emotion recognition based on brain-like multimodal hierarchical perception109 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