Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
Zero-Shot Imagined Speech Decoding via Imagined-to-Listened MEG Mapping
Maryam Maghsoudi, Shihab Shamma
Decoding imagined speech from non-invasive brain recordings is challenging because imagined datasets are scarce and difficult to align temporally across subjects and sessions In th…
cs.LG2026
Mechanistic Interpretability of Brain-to-Speech Models Across Speech Modes
Maryam Maghsoudi, Ayushi Mishra
Brain-to-speech decoding models demonstrate robust performance in vocalized, mimed, and imagined speech; yet, the fundamental mechanisms via which these models capture and transmit…