Research covers technology stack (ACE-Step vs MusicGen), feature
landscape, MusicGen melody architecture analysis, and domain pitfalls.
Key finding: ACE-Step 1.5 cover mode is the proven primary engine;
MusicGen via HF transformers has fundamental conditioning flaws.