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