SECURE-AI: Multi-Signal Uncertainty Quantification for Trustworthy Acoustic Cough Detection

Sejal Solkhan, Feiya Xiang, Mayur Sanap +2

Acoustic models for cough detection achieve high accuracy on curated benchmarks but fail silently in deployment, where speech, environmental noise, and audio unlike the training da…