AI-Based human audio processing for COVID-19: A comprehensive overview

G Deshpande, A Batliner, BW Schuller - Pattern recognition, 2022 - Elsevier
Abstract The Coronavirus (COVID-19) pandemic impelled several research efforts, from
collecting COVID-19 patients' data to screening them for virus detection. Some COVID-19 …

Audio, speech, language, & signal processing for covid-19: A comprehensive overview

G Deshpande, BW Schuller - arXiv preprint arXiv:2011.14445, 2020 - arxiv.org
The Coronavirus (COVID-19) pandemic has been the research focus world-wide in the year
2020. Several efforts, from collection of COVID-19 patients' data to screening them for the …

Covid-19 and computer audition: An overview on what speech & sound analysis could contribute in the sars-cov-2 corona crisis

BW Schuller, DM Schuller, K Qian, J Liu… - Frontiers in digital …, 2021 - frontiersin.org
At the time of writing this article, the world population is suffering from more than 2 million
registered COVID-19 disease epidemic-induced deaths since the outbreak of the corona …

[HTML][HTML] Artificial intelligence enabled preliminary diagnosis for COVID-19 from voice cues and questionnaires

C Shimon, G Shafat, I Dangoor… - The Journal of the …, 2021 - pubs.aip.org
The COVID-19 outbreak was announced as a global pandemic by the World Health
Organization in March 2020 and has affected a growing number of people in the past few …

[HTML][HTML] Pay attention to the speech: COVID-19 diagnosis using machine learning and crowdsourced respiratory and speech recordings

M Aly, KH Rahouma, SM Ramzy - Alexandria Engineering Journal, 2022 - Elsevier
Since the outbreak of COVID-19, many efforts have been made to utilize the respiratory
sounds and coughs collected by smartphones for training Machine Learning models to …

CR19: A framework for preliminary detection of COVID-19 in cough audio signals using machine learning algorithms for automated medical diagnosis applications

EED Hemdan, W El-Shafai, A Sayed - Journal of Ambient Intelligence and …, 2023 - Springer
Today, there is a level of panic and chaos dominating the entire world due to the massive
outbreak in the second wave of COVID-19 disease. As the disease has numerous symptoms …

An overview on audio, signal, speech, & language processing for COVID-19

G Deshpande, B Schuller - arXiv preprint arXiv:2005.08579, 2020 - arxiv.org
Recently, there has been an increased attention towards innovating, enhancing, building,
and deploying applications of speech signal processing for providing assistance and relief …

[HTML][HTML] Detection of COVID-19 from voice, cough and breathing patterns: Dataset and preliminary results

V Despotovic, M Ismael, M Cornil, R Mc Call… - Computers in Biology …, 2021 - Elsevier
COVID-19 heavily affects breathing and voice and causes symptoms that make patients'
voices distinctive, creating recognizable audio signatures. Initial studies have already …

COVID-19 artificial intelligence diagnosis using only cough recordings

J Laguarta, F Hueto, B Subirana - IEEE Open Journal of …, 2020 - ieeexplore.ieee.org
Goal: We hypothesized that COVID-19 subjects, especially including asymptomatics, could
be accurately discriminated only from a forced-cough cell phone recording using Artificial …

COVID-19 sounds: a large-scale audio dataset for digital respiratory screening

T Xia, D Spathis, J Ch, A Grammenos… - Thirty-fifth conference …, 2021 - openreview.net
Audio signals are widely recognised as powerful indicators of overall health status, and
there has been increasing interest in leveraging sound for affordable COVID-19 screening …