Article

Minimal-Preprocessing Paradigm for Robust COVID-19 Detection from Cough Audio Using Deep Learning

2026-05-04

Abstract excerpt

<title>Abstract</title> <p>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 suppression and signal enhancement. However, the impact of such preprocessing on...

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Literature Corpus work: 231aa06b-f32b-5366-a547-5877c0e0e8b4
DOI: 10.21203/rs.3.rs-9394179/v1

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