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Cough Recognition Based on Mel-Spectrogram and Convolutional Neural Network

Authors :
Quan Zhou
Jianhua Shan
Wenlong Ding
Chengyin Wang
Shi Yuan
Fuchun Sun
Haiyuan Li
Bin Fang
Source :
Frontiers in Robotics and AI, Vol 8 (2021)
Publication Year :
2021
Publisher :
Frontiers Media S.A., 2021.

Abstract

In daily life, there are a variety of complex sound sources. It is important to effectively detect certain sounds in some situations. With the outbreak of COVID-19, it is necessary to distinguish the sound of coughing, to estimate suspected patients in the population. In this paper, we propose a method for cough recognition based on a Mel-spectrogram and a Convolutional Neural Network called the Cough Recognition Network (CRN), which can effectively distinguish cough sounds.

Details

Language :
English
ISSN :
22969144
Volume :
8
Database :
Directory of Open Access Journals
Journal :
Frontiers in Robotics and AI
Publication Type :
Academic Journal
Accession number :
edsdoj.076dd84a374290aa30975cd360cd5a
Document Type :
article
Full Text :
https://doi.org/10.3389/frobt.2021.580080