Multi-stream Network With Temporal Attention For Environmental Sound Classification

Xinyu Li
Xinyu Li
Venkata Chebiyyam
Venkata Chebiyyam

Conference of the International Speech Communication Association, 2019.

EI
Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

Environmental sound classification systems often do not perform robustly across different sound classification tasks and audio signals of varying temporal structures. We introduce a multi-stream convolutional neural network with temporal attention that addresses these problems. The network relies on three input streams consisting of raw a...More

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