ReHEarSSE - Recognizing Hidden-in-the-Ear Silently Spelled Expressions using Ultrasonic Occluded Ear Canal Deformation Analysis [In submission]
Silently spoken (i.e., mouthed) letter recognition using an ultrasonic Orthogonal Frequency Division Multiplexing (OFDM) chirp, emitted by an earbud, to detect small changes in ear canal deformation resulting from jaw, tongue, and facial muscle movement.
Project
EarSteth - Cardiac Auscultation Audio Reconstruction Using Earbuds [In Submission]
A system that leverages consumer-grade active noise-cancelling earbuds to reconstruct cardiac auscultation audio (i.e., a phonocardiagram)
Project
An AI Driven, Mechanistically-Grounded Geospatial Liquefaction Model for Rapid Response and Scenario Planning [Soil Dynamics and Earthquake Engineering]
A series of geospatial models for predicting soil liquefaction infer subsurface traits via satellite remote sensing and mapped information
Project Paper