M
Mahmoud Aly
Researcher at Minia University
Publications - 1
Citations - 23
Mahmoud Aly is an academic researcher from Minia University. The author has contributed to research in topics: Human voice & Respiratory sounds. The author has an hindex of 1, co-authored 1 publications receiving 1 citations.
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Pay Attention to the Speech: COVID-19 Diagnosis using Machine Learning and Crowdsourced Respiratory and Speech Recordings
TL;DR: In this paper, the authors used the Coswara dataset where each user has recorded 9 different types of sounds as cough, breathing, and speech labeled with COVID-19 status and showed that using simple binary classifiers can achieve an AUC of 96.4% and an accuracy of 96% by averaging the predictions of multiple models trained separately on different sound types.