The novel coronavirus, or COVID-19, has been spreading worldwide, resulting in growing numbers of infected individuals since late 2019 and increased mortality numbers since early 2020. By analyzing the sound of cough through an appropriate engine, a preliminary diagnosis of COVID-19 and other medical conditions such as asthma and pneumonia can be obtained within a minute. We are launching a research project in order to present a proof of concept to encourage controlled clinical trials and also to serve as a call for labeled cough data.