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Maanya Walia

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#machine learning Preprint Oct 2026

EEG-Based Prediction of Music Enjoyment Using Deep Learning with Explainable Temporal Analysis

Understanding why listeners enjoy music is difficult because the experience is subjective and changes as a piece unfolds. Electroencephalography (EEG) offers a non-invasive way to study neural responses during listening, yet earlier work has mostly treated music emotion as a categorical label or relied on black-box mod...

Parshav Singla, Simranjit Kaur, Maanya Walia et al. · 0 citations

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