Brain 2music : Reconstructing Music from Human Brain Activity

By T. I. Denk et al.

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Table of Contents

ABSTRACT
INTRODUCTION
RELATED WORK
MUSIC GENERATION MODELS
FMRI AUDIO DECODING AND FMRI ENCODING
METHODS
MUSIC FMRI DATASET
MULAN AND MUSIC LM
DECODING : RECONSTRUCTING MUSIC FROM FMRI

Summary

The paper discusses the process of reconstructing music from brain activity using functional magnetic resonance imaging (fMRI). It introduces a method for reconstructing music that resembles the original stimuli experienced by human subjects. The study explores the relationship between different components of MusicLM and brain activity through a voxel-wise encoding modeling analysis. The authors provide valuable insights into how music-related features are represented within the brain and the feasibility of generating music directly from brain activity scans.