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://safeersappliancers.shop/product-category/neff-n50-d65ihm1s0b-chimney-cooker-hood-black/