CNN-based Speech Emotion Recognition Model Applying Transfer Learning and Attention Mechanism

Journal of KIISE ◽

10.5626/jok.2020.47.7.665 ◽

2020 ◽

Vol 47 (7) ◽

pp. 665-673

Author(s):

Jung Hyun Lee ◽

Ui Nyoung Yoon ◽

Geun-Sik Jo

Keyword(s):

Emotion Recognition ◽

Transfer Learning ◽

Attention Mechanism ◽

Speech Emotion Recognition ◽

Recognition Model

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Speech Emotion Recognition among Couples using the Peak-End Rule and Transfer Learning

Companion Publication of the 2020 International Conference on Multimodal Interaction ◽

10.1145/3395035.3425253 ◽

2020 ◽

Author(s):

George Boateng ◽

Laura Sels ◽

Peter Kuppens ◽

Peter Hilpert ◽

Tobias Kowatsch

Keyword(s):

Emotion Recognition ◽

Transfer Learning ◽

Speech Emotion Recognition

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Two-level discriminative speech emotion recognition model with wave field dynamics: A personalized speech emotion recognition method

Computer Communications ◽

10.1016/j.comcom.2021.09.013 ◽

2021 ◽

Author(s):

Ning Jia ◽

Chunjun Zheng

Keyword(s):

Emotion Recognition ◽

Speech Emotion Recognition ◽

Recognition Method ◽

Recognition Model

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Construction and Research of E-sports Speech Emotion Recognition Model

Lecture Notes in Electrical Engineering - Innovative Computing ◽

10.1007/978-981-16-4258-6_4 ◽

2022 ◽

pp. 23-31

Author(s):

Jason C. Hung ◽

Jin-Che Chen

Keyword(s):

Emotion Recognition ◽

Speech Emotion Recognition ◽

Recognition Model

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Combining Gated Convolutional Networks and Self-Attention Mechanism for Speech Emotion Recognition

2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) ◽

10.1109/aciiw.2019.8925283 ◽

2019 ◽

Author(s):

Chao Li ◽

Jinlong Jiao ◽

Yiqin Zhao ◽

Ziping Zhao

Keyword(s):

Emotion Recognition ◽

Attention Mechanism ◽

Speech Emotion Recognition ◽

Convolutional Networks

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Transfer Learning for Speech Emotion Recognition

2019 IEEE 5th Intl Conference on Big Data Security on Cloud (BigDataSecurity), IEEE Intl Conference on High Performance and Smart Computing, (HPSC) and IEEE Intl Conference on Intelligent Data and Security (IDS) ◽

10.1109/bigdatasecurity-hpsc-ids.2019.00027 ◽

2019 ◽

Author(s):

Zhijie Han ◽

Huijuan Zhao ◽

Ruchuan Wang

Keyword(s):

Emotion Recognition ◽

Transfer Learning ◽

Speech Emotion Recognition

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Sparse Autoencoder with Attention Mechanism for Speech Emotion Recognition

2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) ◽

10.1109/aicas.2019.8771593 ◽

2019 ◽

Author(s):

Ting-Wei Sun ◽

An-Yeu Andy Wu

Keyword(s):

Emotion Recognition ◽

Attention Mechanism ◽

Speech Emotion Recognition ◽

Sparse Autoencoder

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

Pattern Recognition Letters ◽

10.1016/j.patrec.2020.11.009 ◽

2020 ◽

Vol 140 ◽

pp. 358-365

Author(s):

Zijiang Zhu ◽

Weihuang Dai ◽

Yi Hu ◽

Junshan Li

Keyword(s):

Emotion Recognition ◽

Speech Emotion Recognition ◽

Recognition Model ◽

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Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning

10.21437/interspeech.2019-2594 ◽

2019 ◽

Author(s):

Yuanchao Li ◽

Tianyu Zhao ◽

Tatsuya Kawahara

Keyword(s):

Emotion Recognition ◽

Multitask Learning ◽

Attention Mechanism ◽

Speech Emotion Recognition ◽

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Cross-Corpus Speech Emotion Recognition Based on Sparse Subspace Transfer Learning

10.1007/978-3-030-86608-2_51 ◽

2021 ◽

pp. 466-473

Author(s):

Keke Zhao ◽

Peng Song ◽

Wenjing Zhang ◽

Weijian Zhang ◽

Shaokai Li ◽

...

Keyword(s):

Emotion Recognition ◽

Transfer Learning ◽

Speech Emotion Recognition

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Speech Emotion Recognition Model Based on CRNN-CTC

Advances in Intelligent Systems and Computing - 2020 International Conference on Applications and Techniques in Cyber Intelligence ◽

10.1007/978-3-030-53980-1_113 ◽

2020 ◽

pp. 771-778

Author(s):

Zijiang Zhu ◽

Weihuang Dai ◽

Yi Hu ◽

Junhua Wang ◽

Junshan Li

Keyword(s):

Emotion Recognition ◽

Speech Emotion Recognition ◽

Recognition Model ◽

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