The Acoustic Dissection of Cough: Diving Into Machine Listening-based COVID-19 Analysis and Detection

Abstract

Based on the acoustic correlates analysis on the ComParE feature set and the feature analysis in the effective COVID-19 detection approach, we find that several acoustic features that show higher effects in conventional group difference testing are also higher weighted in the machine learning models.