Productive and non-productive cough classification using biologically inspired techniques

RV Sharan - IEEE Access, 2022 - ieeexplore.ieee.org
… for fully automated classification of wet and dry cough for the … Results using the automatic
cough segmentation algorithm … in annotating the cough recordings as wet/dry is in the range of …

Past and trends in cough sound acquisition, automatic detection and automatic classification: A comparative review

A Serrurier, C Neuschaefer-Rube, R Röhrig - Sensors, 2022 - mdpi.com
… the classification of the nature or disease of recorded coughs. … of objective cough counter
monitors before their automation. … applying a very simple detection algorithm, usually based on …

A comprehensive approach for classification of the cough type

E Nemati, MM Rahman, V Nathan… - 2020 42nd Annual …, 2020 - ieeexplore.ieee.org
… Their algorithm relies on de-phasing of the cough before classification and no automated
Triasih, “A novel method for wet/dry cough classification in pediatric population,” TENSYMP, …

Time series and mel frequency analyses of wet and dry cough signals: A neural net classification

A Renjini, MNS Swapna, KNS Kumar… - Physica A: Statistical …, 2023 - Elsevier
… This research could significantly contribute to cough sound … provides a cough (wet/dry)
detection technique with a classification … d and m , which are estimated using Cao’s algorithm, are …

Graph-based feature extraction and classification of wet and dry cough signals: a machine learning approach

A Renjini, MS Swapna, V Raj… - Journal of Complex …, 2021 - academic.oup.com
… to the classification of cough sounds as wet (WE) and dry (DE) … scaled conjugate gradient
backpropagation algorithm. The … A novel method for wet/dry cough classification in pediatric …

Dry and wet cough detection using fusion of cepstral base statistical features

S Pande, A Patil, S Petkar - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
… and classification using machine learning algorithm is … This paper presents classification of
dry and wet cough, so … best-suited model for classification of wet and dry cough sound can be …

A generic deep learning based cough analysis system from clinically validated samples for point-of-need COVID-19 test and severity levels

J Andreu-Perez, H Pérez-Espinosa… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… Our proposed generic method is an algorithm based on Empirical Mode Decomposition (EMD)
for cough sound detection with subsequent classification based on a tensor of audio …

Cough Classification for COVID-19 based on audio mfcc features using Convolutional Neural Networks

V Bansal, G Pahwa, N Kannan - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
… Two approaches have been explored in this paper for the classification problem of audio
sounds. The first approach is based on MFCC as an input to CNN algorithm and other using the …

Differentiation of Dry and Wet Cough Sounds using A Deep Learning Model and Data Augmentation

S Huq - 2023 - repository.library.carleton.ca
Automated classification of cough sounds has increased in … such classification models
requires a large dataset of coughalgorithms can be employed to identify cough sounds

[PDF][PDF] Cough Classifier

D Celik, N Mainusch, XO i Jürgens - epfl.ch
… to perform cough classification based on cough sounds. This … each cough recording, which
we used to perform automated … common Machine Learning classification algorithms with the …