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BAT: Block and token self-attention for speech emotion recognition · Study

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ArticleBAT: Block and token self-attention for speech emotion recognition

Jianjun Lei2022

Article2022

BAT: Block and token self-attention for speech emotion recognition

Jianjun Lei · Xiangwei Zhu · Ying Wang

43 citations·0/0 files stored·Neural Networks

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

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References

2008IEMOCAP: interactive emotional dyadic motion capture database 2005A database of German emotional speech 2020Speech emotion recognition with deep convolutional neural networks 2017Evaluating deep learning architectures for Speech Emotion Recognition 20183-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition 2020Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM 2019Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network 2017Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech

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2024Hybrid CNN-BiLSTM architecture with multiple attention mechanisms to enhance speech emotion recognition 2023Spatio-temporal representation learning enhanced speech emotion recognition with multi-head attention mechanisms

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2022Advanced Fusion-Based Speech Emotion Recognition System Using a Dual-Attention Mechanism with Conv-Caps and Bi-GRU Featuresarticle · 10 shared references 2021Att-Net: Enhanced emotion recognition system using lightweight self-attention modulearticle · 8 shared references 2020CLSTM: Deep Feature-Based Speech Emotion Recognition Using the Hierarchical ConvLSTM Networkarticle · 8 shared references 2022Learning multi-scale features for speech emotion recognition with connection attention mechanismarticle · 8 shared references 2023Speech emotion recognition approaches: A systematic reviewreview · 8 shared references 2023Speech Emotion Recognition Using Convolution Neural Networks and Multi-Head Convolutional Transformerarticle · 8 shared references

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Year2022

Typearticle

Published2022-09-29

VenueNeural Networks

ISSN-L0893-6080

Languageen

Citations43

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.neunet.2022.09.022

openalex_workW4298007538

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