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 …
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 …
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 …
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
… 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 …
, 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
… 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 …
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 …
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
… 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. …
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 …
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. …
when tested on a clinically curated dataset of COVID-19 positive and negative individuals. …
COVID-19 after effects: concerns for singers
… 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 …
portend for the general population of survivors is one aspect of the present paper. Yet COVID-19 …