Cough Recognition Based on Mel-Spectrogram and Convolutional Neural Network

Cough Recognition Based on Mel-Spectrogram and Convolutional Neural Network

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 met...

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Bibliographic Details
Main Authors: Quan Zhou, Jianhua Shan, Wenlong Ding, Chengyin Wang, Shi Yuan, Fuchun Sun, Haiyuan Li, Bin Fang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Robotics and AI
Subjects:
cough recognition
mel-spectrogram
CNN
deep learning
audio
COVID-19
Online Access:https://www.frontiersin.org/articles/10.3389/frobt.2021.580080/full

Internet

https://www.frontiersin.org/articles/10.3389/frobt.2021.580080/full

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