Decomposer fine-tunes on synthetic Strudel-MIDI pairs then applies RL on unpaired MIDI to produce faithful yet readable music programs, outperforming LLMs and heuristics on reconstruction and readability.
•Plan the main sound layers from the description, such as melody , drums, bass, and pads
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Decomposer: Learning to Decompile Symbolic Music to Programs
Decomposer fine-tunes on synthetic Strudel-MIDI pairs then applies RL on unpaired MIDI to produce faithful yet readable music programs, outperforming LLMs and heuristics on reconstruction and readability.