Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures

G Costantini, C Robotti, M Benazzo… - Knowledge-Based …, 2022 - Elsevier
individuals with accuracies of 86.1% and 75% respectively. This study highlights the possibility
to identify COVID-19 … and the effects of COVID-19 on the voice. The two proposed novel …

Vocal signs and symptoms related to COVID-19 and risk factors for their persistence

AP Dassie-Leite, TP Gueths, VV Ribeiro, EC Pereira… - Journal of Voice, 2021 - Elsevier
COVID-19, to date, there is no established deadline to describe the slow and persistent
condition in individuals with long-term sequelae of COVID-19. … the onset of COVID-19 and do not …

COVID-related dysphonia and persistent long-COVID voice sequelae: A systematic review and meta-analysis

CW Lin, YH Wang, YE Li, TY Chiang, LW Chiu… - American journal of …, 2023 - Elsevier
… Since the beginning of the coronavirus disease of the 2019 (COVID-19) pandemic, many …
The results of our study highlight the adverse impact of COVID-19 on voice, which is suggested …

[HTML][HTML] 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
… assessment and detection of COVID-19 symptoms through the evaluation of voice sounds. …
, we analysed voice samples from 166 subjects, 83 healthy and 83 COVID-19 positive. 46 …

The voice of COVID-19: Breath and cough recording classification with temporal decision trees and random forests

F Manzella, G Pagliarini, G Sciavicco, IE Stan - Artificial Intelligence in …, 2023 - Elsevier
… Artificial intelligence and COVID-19. Table 1 lists relevant works published in 2020–2022
that attempts at the task of COVID-19 diagnosis via audio samples of cough, breaths, and/or …

COVID-19 and speech-language pathology clinical practice of voice and upper airway disorders

EJ Doll, MN Braden, SL Thibeault - American journal of speech-language …, 2021 - ASHA
voice and upper airway disorders. Within these confines and given the potentially significant
high risk of infection secondary to the nature of COVID-19, … human coronavirus that was first …

[PDF][PDF] Voice disorders associated to Covid-19: a theory domain review

G Catani, A Mocelin, M Catani… - J Otolaryng Head …, 2022 - researchgate.net
… explain the voice alterations … COVID-19 and voice disorders seems to be a multifactorial
result of mechanical traumas and metabolic alterations caused by the inflammation in COVID. …

[HTML][HTML] Precision assessment of COVID-19 phenotypes using large-scale clinic visit audio recordings: harnessing the power of patient voice

PJ Barr, J Ryan, NC Jacobson - Journal of Medical Internet Research, 2021 - jmir.org
… With vast amounts of available data, we believe a prediction model can be rapidly developed
to promote accurate screening of individuals at risk of COVID-19. Beyond the challenge of …

Interpreting glottal flow dynamics for detecting covid-19 from voice

S Deshmukh, M Al Ismail… - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
… significance to COVID-19 detection from voice, and leads to better classification performance
when tested on a clinically curated dataset of COVID-19 positive and negative individuals. …

COVID-19 after effects: concerns for singers

L Helding, TL Carroll, J Nix, MM Johns, WD LeBorgne… - Journal of Voice, 2022 - jvoice.org
… Research on the aftereffects of COVID-19 is emerging, but … COVID-19 aftereffects may
portend for the general population of survivors is one aspect of the present paper. Yet COVID-19