Isabel Gerrard

Silent Speech Recognition with Wearable Magnetometers

This paper demonstrates that wearable magnetometers can achieve high accuracy in silent speech recognition, outperforming existing methods and showing generalizability across users.

Generalizable gesture recognition usingmagnetomyography

This paper develops a magnetomyography-based system for gesture recognition, achieving high accuracy and cross-participant performance, suggesting its potential as a generalizable alternative to sEMG.

Magnetomyography: A novel modality for non-invasive muscle sensing

This paper investigates magnetomyography (MMG) by simultaneously recording it with surface electromyography (sEMG) during muscle contractions, finding linear correlation with contraction intensity and differences in frequency content.