From the 1 of 2 linked papers with an AI index.
2 papers
cs.SD2026
Helping Music Co-Creation Agents 'Listen' Well: Hierarchical Self-Supervised World Models for Understanding and Generation
Scott H. Hawley
Collaborative music agents need internal representations rich enough to support both understanding and generation, yet flexible enough for a workflow where the human retains agency…
cs.SD2026
MIDI-RAE-JEPA: Hierarchical Representation Learning and Generation for Symbolic Music
Scott H. Hawley
The paper introduces MIDI-RAE-JEPA, a self‑supervised model that learns hierarchical, equivariant representations of symbolic music from piano‑roll images using a Swin Transformer…