Open access
Sep 2026
Minimal-preprocessing paradigm for robust COVID-19 detection from cough audio using deep learning
The COVID-19 pandemic has highlighted the need for rapid, accessible, and non-invasive screening tools to complement conventional diagnostic methods. While audio-based analysis of cough signals has emerged as a promising approach, most existing studies rely on complex preprocessing pipelines aimed at noise suppressio...
Chee C. Lim, Leow Bin Toh, Megat Syahirul et al.
· Scientific Reports · 0 citations