Artificial intelligence techniques for the non-invasive detection of COVID-19 through the analysis of voice signals

L Verde, G De Pietro, G Sannino - Arabian Journal for Science and …, 2023 - Springer
… Due to the recent diffusion of the COVID-19 pandemic and the continuous mutations of the …
detection of COVID-19 symptoms through the analysis of voice signals. Respiratory signals [5, …

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

G Deshpande, B Schuller - arXiv preprint arXiv:2005.08579, 2020 - arxiv.org
signal processing for providing assistance and relief to human mankind from the Coronavirus
(COVID-19) … against COVID-19 over the past 3-4 months using speech signal processing. …

Exploring the use of artificial intelligence techniques to detect the presence of coronavirus covid-19 through speech and voice analysis

L Verde, G De Pietro, A Ghoneim, M Alrashoud… - Ieee …, 2021 - ieeexplore.ieee.org
… , able to acquire and process voice signals by means of appropriate … Covid-19 disorders
through voice analysis. Several studies report, in fact, significant effects of this virus on voice

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

G Deshpande, BW Schuller - arXiv preprint arXiv:2011.14445, 2020 - arxiv.org
… The Afeka college of engineering has developed a mobile application for remote pre-diagnostic
assesment of COVID-19 symptoms from the voice and speech signals captured from …

[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
… We perform preliminary experiments for detection of COVID-19 using cough signals only.
Given the highly imbalanced dataset that we collected, we create a balanced subset that …

COVID-19 detection system using recurrent neural networks

A Hassan, I Shahin, MB Alsabek - … International conference on …, 2020 - ieeexplore.ieee.org
… of speech signal processing in the process of early screening and diagnosing the COVID-19
Our results show a low accuracy in the voice test compared to both coughing and breathing …

Exploring automatic COVID-19 diagnosis via voice and symptoms from crowdsourced data

J Han, C Brown, J Chauhan… - … , Speech and Signal …, 2021 - ieeexplore.ieee.org
… In this paper, we propose machine learning models for voicebased COVID-19 diagnosis. …
power of voice for the diagnosis. We demonstrate how voice can be used as signal to …

Voice features of sustained phoneme as COVID-19 biomarker

ND Pah, V Indrawati, DK Kumar - IEEE Journal of Translational …, 2022 - ieeexplore.ieee.org
… Several COVID-19 variants cause significant respiratory … thus a voice signal may be a potential
biomarker for COVID-19 … of voice features in differentiating people infected by COVID-19

Studying the Similarity of COVID-19 Sounds based on Correlation Analysis of MFCC

MB Alsabek, I Shahin, A Hassan - … international conference on …, 2020 - ieeexplore.ieee.org
… In this paper, we illustrate the importance of speech signal … different COVID-19 cough
and breathing sounds, while MFCC of voice is more robust between COVID-19 and non-COVID-19

[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
… In this research, we investigate the importance of analyzing voice or speech signals and a
… As part of an early study on the intelligent analysis of voice cues under COVID-19, a data-…