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...

Celý popis

Podrobná bibliografia

Vydané v:	Neurocomputing (Amsterdam) Ročník 453; s. 896 - 903
Hlavní autori:	Zhang, Zhichao, Xu, Shugong, Zhang, Shunqing, Qiao, Tianhao, Cao, Shan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 17.09.2021
Predmet:	Attention mechanism Convolutional recurrent neural network Environmental sound classification Convolutional recurrent neural network Attention mechanism Environmental sound classification
ISSN:	0925-2312, 1872-8286
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!