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Covid, Cough Classification, Audio feature extraction Research Papers

This repo contains specifications and research papers related to Speech and Sound Based Cough Classification.

Papers, research and study

Papers Publishing Year
AI4COVID-19:Diagnosis for COVID-19 from Cough Audio Samples 2020
An Overview on What Speech & Sound Analysis Could Contribute in the SARS-CoV-2 Corona Crisis 2020
Automatic cough detection based on airflow signals for portable spirometry system 2020
Can Machine Learning Be Used to Recognize and Diagnose Coughs? 2020
Cough sound analysis and objective correlation with spirometry and clinical diagnosis 2020
Handheld Cough Testing: A Novel Tool for Cough Assessmentand Dysphagia Screening 2020
On Analysis of Suitable Wavelet Family for Processing of Cough Signals 2020
Remotely Diagnose Coronavirus by Recognizing and Counting of Coughs During Phone Calls 2020
Classification of Coughs using the Wearable RESpeck Monitor 2019
Comparison of Silence Removal Methods for the Identification of Audio Cough Events 2019
Re-annotation of cough events in the AMI corpus 2019
Cough detection using PCA and Deep Learning 2019
A Comprehensive Approach for Cough Type Detection 2019
Continuous Sound Collection Using Smartphones and Machine Learning to Measure Cough 2019
Towards device-agnostic mobile cough detection with convolutional neural networks 2019
Robust Detection of Audio-Cough Events Using Local Hu Moments 2018
Audio-cough event detection based on moment theory 2018
Combination of Wavelets and Hard Thresholding for Analysis of Cough Signals 2018
Detection of tuberculosis by automatic cough sound analysis 2018
Techniques for Cough Sound Analysis 2018
Theory and Application of Audio-Based Assessment of Cough 2018
Robust Detection of Audio-Cough Events using local Hu moments 2018
Automatic Croup Diagnosis Using Cough Sound Recognition 2018
Optimum Features Computation Using Genetic Algorithm for Wet and Dry Cough Classification 2018
Dog cough sound classification using ANN and the selected relevant features from discrete wavelet transform 2017
Analysis of Cough Sound for Pneumonia Detection Using Wavelet Transform and Statistical Parameters 2017
Use of cough sounds for diagnosis and screening of pulmonary disease 2017
Cough sound analysis for diagnosing croup in pediatric patients using biologically inspired features 2017
A Cough Speech Sounds Database 2016
A Cough-Based Algorithm for Automatic Diagnosis of Pertussis 2016
Discriminant feature vectors for characterizing ailment cough vs. simulated cough 2016
A novel method for wet/dry cough classification in pediatric population 2016
A symptom surveillance system in high spatial resolution using smartphones 2016
Deep Neural Networks for Identifying Cough Cough Sounds 2016
DeepCough: A deep convolutional neural network in a wearable cough detection system 2015
COUGH CLASSIFICATION TOOL FOR EARLY DETECTION AND RECOVERY MONITORING OF TUBERCULOSIS AND ASTHMA 2015
Cough event classification by pretrained deep neural network 2015
Audio signals encoding for cough classification using convolutional neural networks: A comparat 2015
Wavelet Augmented Cough Analysis for Rapid Childhood Pneumonia Diagnosis 2015
Automated Methods for Cough Assessments and Applications in Screening Paediatric Respiratory Diseases 2014
Automatic identification of wet and dry cough in pediatric patients with respiratory diseases 2013
Cough sound discrimination in noisy environments using microphone array 2013
Neural network based algorithm for automatic identification of cough sounds 2013
A real time cough monitor for classification of various pulmonary diseases 2012
Automated algorithm for Wet/Dry cough sounds classification 2012
Feature Extraction for The Differentiation of Dry and Wet Cough Sounds 2011
Cough sound analysis to identify respiratory infection in pigs 2008

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Collection of research papers on cough classification

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