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eess.SP2026
Cross-subject decoding of imagined speech from scalp EEG: a leakage-controlled evaluation on three public corpora
Blessing Isoyiza Adeika, Onyema Osuagwu
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 conten…
eess.SP2026
How large an effect would we have seen? Positive controls, detection floors and dataset pitfalls in scalp-EEG speech decoding
Blessing Isoyiza Adeika, Onyema Osuagwu
Objective. Studies that decode imagined speech from scalp electroencephalography (EEG) commonly validate their pipelines with a positive control, usually overt speech, and report n…