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