SCMs: Systematic Conglomerated Models for Audio Cough Signal Classification

A common and natural physiological response of the human body is cough, which tries to push air and other wastage thoroughly from the airways. Due to environmental factors, allergic responses, pollution or some diseases, cough occurs. A cough can be either dry or wet depending on the amount of mucus...

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Bibliographic Details
Published in:	Algorithms Vol. 17; no. 7; p. 302
Main Authors:	Prabhakar, Sunil Kumar, Won, Dong-Ok
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.07.2024
Subjects:	Algorithms Artificial intelligence Artificial neural networks Asthma audio cough classification Classification Correlation coefficients Cough COVID-19 Cross correlation Deep learning Dictionaries Elastic analysis Factor analysis Feature extraction feature selection Machine learning Mathematical functions Neural networks Operators (mathematics) Pediatrics Physiological effects Pneumonia Regularization Signal classification Sound Sparsity Trigonometric functions Wavelet transforms
ISSN:	1999-4893, 1999-4893
Online Access:	Get full text
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