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Speech emotion recognition model based on Bi-GRU and Focal Loss

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References

2018Speech emotion recognition using deep 1D & 2D CNN LSTM networks1,044 cited
2017Automatic speech emotion recognition using recurrent neural networks with local attention769 cited
2017Evaluating deep learning architectures for Speech Emotion Recognition553 cited
2017Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching443 cited
2016Speech emotion recognition using convolutional and Recurrent Neural Networks422 cited
2017Efficient Emotion Recognition from Speech Using Deep Learning on Spectrograms422 cited
2017Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech249 cited
2017Semisupervised Autoencoders for Speech Emotion Recognition153 cited
2015Towards real-time Speech Emotion Recognition using deep neural networks103 cited

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2022Attention-Based Multi-Learning Approach for Speech Emotion Recognition With Dilated Convolution57 cited
2022Advanced Fusion-Based Speech Emotion Recognition System Using a Dual-Attention Mechanism with Conv-Caps and Bi-GRU Features49 cited
2023MSA-GCN: Multiscale Adaptive Graph Convolution Network for gait emotion recognition41 cited
2021EEG-Based Emotion Recognition Using an Improved Weighted Horizontal Visibility Graph37 cited

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2021Extracting Information on Affective Computing Research from Data Analysis of Known Digital Platforms: Research into Emotional Artificial Intelligence5 cited