Artificial intelligence techniques for the non-invasive detection of COVID-19 through the analysis of voice signals
… 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, …
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. …
(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
… , 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 …
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 …
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 …
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 …
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
… 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 …
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
… 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 …
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 …
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-…
… As part of an early study on the intelligent analysis of voice cues under COVID-19, a data-…
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