The problem COVIDX solves

There have been a lot of advancements in the covid detection system worldwide, however, the common problem that these procedures face is the high expense and time-taking process while going through the old manual procedure of test-and-trial of every single person consecutively.
So to overcome these crises and present COVID-check at one's convenience, we have tried to introduce an innovative and contemporary solution by implementing artificial intelligence and deep learning algorithms in the digital-health districts. With numerous scientists claiming that audio sounds generated by the respiratory system can be diagnosed and analysed in order to determine the presence of the disease, we have implemented Automatic Speaker Recognition(ASR) and Speech-Audio analysis that could be pragmatic in the early detection and screening of COVID-19.

Challenges we ran into

Audio Preprocessing
Model Training
Integration of backend and frontend
Parameterization