Machine learning-based voice assessment for the detection of positive and recovered COVID-19 patients
C Robotti, G Costantini, G Saggio, V Cesarini… - Journal of Voice, 2021 - Elsevier
Many virological tests have been implemented during the Coronavirus Disease 2019
(COVID-19) pandemic for diagnostic purposes, but they appear unsuitable for screening …
(COVID-19) pandemic for diagnostic purposes, but they appear unsuitable for screening …
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
Alongside the currently used nasal swab testing, the COVID-19 pandemic situation would
gain noticeable advantages from low-cost tests that are available at any-time, anywhere, at a …
gain noticeable advantages from low-cost tests that are available at any-time, anywhere, at a …
Exploring the use of artificial intelligence techniques to detect the presence of coronavirus covid-19 through speech and voice analysis
The Covid-19 pandemic represents one of the greatest global health emergencies of the last
few decades with indelible consequences for all societies throughout the world. The cost in …
few decades with indelible consequences for all societies throughout the world. The cost in …
[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 …
Organization in March 2020 and has affected a growing number of people in the past few …
Identifying individuals with recent COVID-19 through voice classification using deep learning
P Suppakitjanusant, S Sungkanuparph, T Wongsinin… - Scientific Reports, 2021 - nature.com
Recently deep learning has attained a breakthrough in model accuracy for the classification
of images due mainly to convolutional neural networks. In the present study, we attempted to …
of images due mainly to convolutional neural networks. In the present study, we attempted to …
[HTML][HTML] COVID-19 activity screening by a smart-data-driven multi-band voice analysis
G Silva, P Batista, PM Rodrigues - Journal of Voice, 2022 - Elsevier
COVID-19 is a disease caused by the new coronavirus SARS-COV-2 which can lead to
severe respiratory infections. Since its first detection it caused more than six million …
severe respiratory infections. Since its first detection it caused more than six million …
[HTML][HTML] Machine learning based COVID-19 detection from smartphone recordings: cough, breath and speech
We present an experimental investigation into the automatic detection of COVID-19 from
smartphone recordings of coughs, breaths and speech. This type of screening is attractive …
smartphone recordings of coughs, breaths and speech. This type of screening is attractive …
[HTML][HTML] Noninvasive vocal biomarker is associated with severe acute respiratory syndrome coronavirus 2 infection
E Maor, N Tsur, G Barkai, I Meister, S Makmel… - … : Innovations, Quality & …, 2021 - Elsevier
Objective To investigate the association of voice analysis with severe acute respiratory
syndrome coronavirus 2 (SARS-CoV-2) infection. Patients and Methods A vocal biomarker …
syndrome coronavirus 2 (SARS-CoV-2) infection. Patients and Methods A vocal biomarker …
[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 …
sounds and coughs collected by smartphones for training Machine Learning models to …
[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 …
voices distinctive, creating recognizable audio signatures. Initial studies have already …
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