What it does
DigitalTwin records a cough in the browser, analyzes the audio and returns a respiratory screening result, with no contact or equipment beyond a microphone.
Challenges
Cough recordings vary widely in quality, so most of the work was getting usable features from noisy audio and keeping the analysis fast enough to feel real time.