UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio

no code implementations • 16 Apr 2022 • Jiangeng Chang, Yucheng Ruan, Cui Shaoze, John Soong Tshon Yit, Mengling Feng

We suggested a unified system with core components of data augmentation, ImageNet-pretrained ResNet-50, cost-sensitive loss, deep ensemble learning, and uncertainty estimation to quickly and consistently detect COVID-19 using acoustic evidence.

Data Augmentation Ensemble Learning