Projects

Research systems, not just project cards.

Each project is presented as a problem → signals → pipeline → evidence → impact story.

Multimodal Sleep Apnea Screening

A research pipeline that combines respiratory acoustics and physiological dynamics for OSA screening.

Snore intensityAirflowECGPPGSpO₂

Full-night Tracheal Audio Event Modelling

Full-night acoustic representation learning for localising apnea–hypopnea events and estimating burden.

Tracheal audio