Abstract Harnessing the power of Artificial Intelligence (AI) and m-health towards detecting new bio-markers indicative of the onset and progress of respiratory abnormalities/conditions has greatly attracted the scientific and research interest especially during COVID-19 pandemic. The smarty4covid dataset contains audio signals of cough (4. 676). regular breathing (4. https://www.roneverhart.com/Jelly-Belly-Sparkling-Rose-Jelly-Beans-1-5-Ounce-Bottles-24-Piece-Box/