Attention based convolutional recurrent neural network for environmental sound classification

[Display omitted] •We employ an attention model to automatically focus on the semantically relevant frames for ESC.•We propose a novel convolutional RNN model to analyze temporal relations for ESC.•We apply a data augmentation pipeline to further improve perfromance for ESC. Environmental sound clas...

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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 453; pp. 896 - 903
Main Authors:	Zhang, Zhichao, Xu, Shugong, Zhang, Shunqing, Qiao, Tianhao, Cao, Shan
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 17.09.2021
Subjects:	Attention mechanism Convolutional recurrent neural network Environmental sound classification Convolutional recurrent neural network Attention mechanism Environmental sound classification
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
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