Multi-modal speech emotion recognition using self-attention mechanism and multi-scale fusion framework

Author:

Liu Yang,Sun Haoqin,Guan Wenbo,Xia Yuqi,Zhao Zhen

Funder

Tianjin Science and Technology Committee

Tianjin Science and Technology Program

Tianjin Municipal Natural Science Foundation

Shandong Province Natural Science Foundation

Publisher

Elsevier BV

Subject

Computer Science Applications,Computer Vision and Pattern Recognition,Linguistics and Language,Language and Linguistics,Communication,Modeling and Simulation,Software

Reference47 articles.

1. Solving the emotion paradox: Categorization and the experience of emotion;Barrett;Pers. Soc. Psychol. Rev.,2006

2. IEMOCAP: interactive emotional dyadic motion capture database;Busso;Lang. Resour. Eval.,2008

3. A multi-scale fusion framework for bimodal speech emotion recognition;Chen,2020

4. Deep neural networks for emotion recognition combining audio and transcripts;Cho,2018

5. Empirical evaluation of gated recurrent neural networks on sequence modeling;Chung,2014

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