Learning Attentive Representations for Environmental Sound Classification

Learning Attentive Representations for Environmental Sound Classification

Environmental sound classification (ESC) is a challenging problem due to the complex temporal structure and diverse energy modulation patterns of environmental sounds. In order to deal with the former, temporal attention mechanism is originally adopted to focus on the informative frames. However, no...

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Bibliographic Details
Main Authors: Zhichao Zhang, Shugong Xu, Shunqing Zhang, Tianhao Qiao, Shan Cao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Environmental sound classification
convolutional recurrent neural network
attention mechanism
data augmentation
Online Access:https://ieeexplore.ieee.org/document/8823934/

Internet

https://ieeexplore.ieee.org/document/8823934/

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