Speech prediction of a listener via EEG-based classification through subject-independent phase dissimilarity model

• Published in: Scientific reports Vol. 15; no. 1; pp. 26174 - 16
• Main Authors: Malekmohammadi, Alireza, Rauschecker, Josef P., Cheng, Gordon
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 18.07.2025; Nature Publishing Group; Nature Portfolio
• Subjects: 631/378/116; 631/378/2619; 631/378/3917; Accuracy; Acoustic Stimulation; Acoustics; Adult; Audiobooks; Auditory stimuli; Classification; EEG; Electrodes; Electroencephalography; Electroencephalography - methods; Female; Humanities and Social Sciences; Humans; Male; multidisciplinary; Phase; Science; Science (multidisciplinary); Speech; Speech - physiology; Speech Perception - physiology; Standard scores; Training; Young Adult; Speech; Phase; EEG; Classification

This study examines the consistency of cross-subject electroencephalography (EEG) phase tracking in response to auditory stimuli via speech classification. Repeated listening to audio induces consistent EEG phase alignments across trials for listeners. If the phase of EEG aligns more closely with ac...