The Algorithmic Flattening of Sound: Computational Evidence and Justice Implications of AI Music Homogenization

Zoe Slendebroek, Danaé Metaxa

This paper audits whether large-scale generative music systems exhibit measurable musical homogenization relative to human-produced music, and develops a justice-centered account o…