DAMN for Piano Music Continuation

DAMN (Delta-Absolute Modeling with Nested Transformers) is a hierarchical autoregressive model for symbolic piano continuation, submitted to the MIREX 2026 Symbolic Music Generation task.

The model uses a score-level Transformer to model dependencies across notes and a note-level Transformer to autoregressively predict delta-onset, pitch, and duration.

Model

  • Parameters: 144M
  • Score-level decoder: 14 layers
  • Note-level decoder: 2 layers
  • Hidden size: 768

Inference

Inference code and usage instructions are available in the submission repository: naivecynics/MIREX2026-DAMN

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