[HTML][HTML] Challenges and opportunities of deep learning for cough-based COVID-19 diagnosis: A scoping review
In the past two years, medical researchers and data scientists worldwide have focused their
efforts on containing the pandemic of coronavirus disease 2019 (COVID-19). Deep learning …
efforts on containing the pandemic of coronavirus disease 2019 (COVID-19). Deep learning …
How generalizable and interpretable are speech-based covid-19 detection systems?: A comparative analysis and new system proposal
Recent work has shown the potential of using speech signals for remote detection of
coronavirus disease 2019 (COVID-19). Due to the limited amount of available data …
coronavirus disease 2019 (COVID-19). Due to the limited amount of available data …
Project Achoo: a practical model and application for COVID-19 detection from recordings of breath, voice, and cough
A Ponomarchuk, I Burenko, E Malkin… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
The COVID-19 pandemic created significant interest and demand for infection detection and
monitoring solutions. In this paper, we propose a machine learning method to quickly detect …
monitoring solutions. In this paper, we propose a machine learning method to quickly detect …
Machine learning for detecting COVID-19 from cough sounds: An ensemble-based MCDM method
This research aims to analyze the performance of state-of-the-art machine learning
techniques for classifying COVID-19 from cough sounds and to identify the model (s) that …
techniques for classifying COVID-19 from cough sounds and to identify the model (s) that …
COVID-19: acoustic measures of voice in individuals wearing different facemasks
Aim The global health pandemic caused by the SARS-coronavirus 2 (COVID-19) has led to
the adoption of facemasks as a necessary safety precaution. Depending on the level of risk …
the adoption of facemasks as a necessary safety precaution. Depending on the level of risk …
The Second DiCOVA Challenge: Dataset and performance analysis for COVID-19 diagnosis using acoustics
The Second Diagnosis of COVID-19 using Acoustics (DiCOVA) Challenge aimed at
accelerating the research in acoustics based detection of COVID-19, a topic at the …
accelerating the research in acoustics based detection of COVID-19, a topic at the …
Interpreting glottal flow dynamics for detecting covid-19 from voice
S Deshmukh, M Al Ismail… - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
In the pathogenesis of COVID-19, impairment of respiratory functions is often one of the key
symptoms. Studies show that in these cases, voice production is also adversely affected …
symptoms. Studies show that in these cases, voice production is also adversely affected …
[HTML][HTML] A summary of the ComParE COVID-19 challenges
The COVID-19 pandemic has caused massive humanitarian and economic damage. Teams
of scientists from a broad range of disciplines have searched for methods to help …
of scientists from a broad range of disciplines have searched for methods to help …
[HTML][HTML] A systematic review on cough sound analysis for Covid-19 diagnosis and screening: is my cough sound COVID-19?
KC Santosh, N Rasmussen, M Mamun… - PeerJ Computer Science, 2022 - peerj.com
For COVID-19, the need for robust, inexpensive, and accessible screening becomes critical.
Even though symptoms present differently, cough is still taken as one of the primary …
Even though symptoms present differently, cough is still taken as one of the primary …
COVID-19 detection via fusion of modulation spectrum and linear prediction speech features
The coronavirus disease 2019 (COVID-19) pandemic has drastically impacted life around
the globe. As life returns to pre-pandemic routines, COVID-19 testing has become a key …
the globe. As life returns to pre-pandemic routines, COVID-19 testing has become a key …