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Leakage-Aware Decoding of Music Perception and Cued Imagery Across the Full OpenMIIR EEG Cohort: A Reproducible Analysis of the Generalization Boundary

Music perception and musical imagery provide a controlled setting for studying whether scalp electroencephalography (EEG) captures reproducible differences between externally driven and internally generated auditory states. We tested whether the public OpenMIIR dataset supports leakage-aware decoding of music perception versus cued musical imagery across its full ten-subject cohort, and we…

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