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Jukebox
OpenAI
Structures found in this family (2)
Circle
,
Linear Separability
By model (1)
Jukebox
· 5B
Circle
,
Linear Separability
Observations (2)
A timbre-dependent pitch helix, with instrument-dependent rotations per octave, in real Jukebox, MERT, and MusicGen
MLP probes decode seven music-theory concepts from generative models
Papers
Do Music Foundation Models Embed Pitch in Helical Structure? (2026), Do Music Generation Models Encode Music Theory? (SynTheory) (2024)