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Speech emotion recognition using recurrent neural networks with directional self-attention · Study

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ArticleSpeech emotion recognition using recurrent neural networks with directional self-attention

Dongdong Li2021

Article2021

Speech emotion recognition using recurrent neural networks with directional self-attention

Dongdong Li · Jinlin Liu · Zhuo Yang · Linyu Sun · Zhe Wang

149 citations·0/0 files stored·Expert Systems with Applications

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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 2010Survey on speech emotion recognition: Features, classification schemes, and databases 2010Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications 2014Speech emotion recognition using deep neural network and extreme learning machine 2017Automatic speech emotion recognition using recurrent neural networks with local attention 2017Evaluating deep learning architectures for Speech Emotion Recognition 2018Speech emotion recognition

Cited by

2023A review of multimodal emotion recognition from datasets, preprocessing, features, and fusion methods 2023Emotion Recognition Using Different Sensors, Emotion Models, Methods and Datasets: A Comprehensive Review 2022Cognitive psychology-based artificial intelligence review 2023Speech Emotion Recognition Using Attention Model 2022Learning multi-scale features for speech emotion recognition with connection attention mechanism

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2020A survey of speech emotion recognition in natural environmentarticle · 11 shared references 2021A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanismarticle · 10 shared references 2022Advanced Fusion-Based Speech Emotion Recognition System Using a Dual-Attention Mechanism with Conv-Caps and Bi-GRU Featuresarticle · 10 shared references 2021Survey of Deep Representation Learning for Speech Emotion Recognitionarticle · 8 shared references 2021Att-Net: Enhanced emotion recognition system using lightweight self-attention modulearticle · 8 shared references 2023Speech emotion recognition approaches: A systematic reviewreview · 8 shared references

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Year2021

Typearticle

Published2021-02-15

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations149

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.eswa.2021.114683

openalex_workW3132302778

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2023A review on speech emotion recognition: A survey, recent advances, challenges, and the influence of noise

2023Speech emotion recognition approaches: A systematic review

2021Bangla Speech Emotion Recognition and Cross-Lingual Study Using Deep CNN and BLSTM Networks