Talking to oneself mentally in a dialogic back and forth improves machine-learning based classification of brain signals evoked via imagined speech. Consequently, controlling brain-computer-interfaces, e.g. wheelchair systems, via imagined speech, may also benefit from frequently talking to oneself.