Cross-subject decoding of imagined speech from scalp EEG: a leakage-controlled evaluation on three public corpora

Objective. A decoder of imagined speech that works for a new user without calibration would make a non-invasive speech interface practical. We tested whether imagined-speech content recorded with scalp electroencephalography (EEG) transfers across people, and examined why accuracy within a single pe