{
  "id": 725863,
  "title": "Leakage-Aware Decoding of Music Perception and Cued Imagery Across the Full OpenMIIR EEG Cohort: A Reproducible Analysis of the Generalization Boundary",
  "url": "https://urgent.news/2026/08/12/leakage-aware-decoding-of-music-perception-and-cued-imagery-across",
  "topic": "science",
  "section": "Science",
  "published": "2026-08-12T00:00:00.000Z",
  "source": {
    "name": "bioRxiv",
    "slug": "biorxiv",
    "url": "https://www.biorxiv.org/content/10.64898/2026.08.06.743425v1?rss=1"
  },
  "original_language": "en",
  "account": null,
  "summary": "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…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}