Convolutional Recurrent Neural Network-Based Event Detection in Tunnels Using Multiple Microphones

This paper proposes a sound event detection (SED) method in tunnels to prevent further uncontrollable accidents. Tunnel accidents are accompanied by crashes and tire skids, which usually produce abnormal sounds. Since the tunnel environment always has a severe level of noise, the detection accuracy...

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Bibliographic Details
Main Authors: Nam Kyun Kim, Kwang Myung Jeon, Hong Kook Kim
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/12/2695