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

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

Zijiang Zhu2020

Article2020

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

Zijiang Zhu · Weihuang Dai · Yi Hu · Junshan Li

89 citations·0/0 files stored·Pattern Recognition Letters

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Emotion and Mood Recognition Speech Recognition and Synthesis Speech and Audio Processing

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References

2018Speech emotion recognition using deep 1D & 2D CNN LSTM networks 2017Automatic speech emotion recognition using recurrent neural networks with local attention 2017Evaluating deep learning architectures for Speech Emotion Recognition 2017Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching 2016Speech emotion recognition using convolutional and Recurrent Neural Networks 2017Efficient Emotion Recognition from Speech Using Deep Learning on Spectrograms 2017Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech 2017Semisupervised Autoencoders for Speech Emotion Recognition

Cited by

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

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2021A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanismarticle · 7 shared references 2023Speech emotion recognition approaches: A systematic reviewreview · 7 shared references 2020A survey of speech emotion recognition in natural environmentarticle · 6 shared references 2020Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognitionarticle · 6 shared references 2021Deep learning approaches for speech emotion recognition: state of the art and research challengesarticle · 6 shared references 2023Speech emotion recognition using machine learning — A systematic reviewreview · 5 shared references

Details

Year2020

Typearticle

Published2020-11-11

VenuePattern Recognition Letters

ISSN-L0167-8655

Languageen

Citations89

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.patrec.2020.11.009

openalex_workW3101767455

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2021

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