Automatic Detection and Classification of Cough Events Based on Deep Learning

Automatic Detection and Classification of Cough Events Based on Deep Learning

In this paper, a deep learning approach for classification of cough sound segments is presented. The architecture of the network is based on a pre-trained network and the spectrogram images of three recording channels have been extracted for the sake of training the network. The classification accur...

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Bibliographic Details
Main Authors: Hossein Tabatabaei Seyed Amir, Augustinov Gabriela, Gross Volker, Sohrabi Keywan, Fischer Patrick, Koehler Ulrich
Format: Article
Language:English
Published: De Gruyter 2020-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
deep learning
convolutional neural networks
respiratory sounds
classification
spectrogram
Online Access:https://doi.org/10.1515/cdbme-2020-3083

Internet

https://doi.org/10.1515/cdbme-2020-3083

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