Odd Music will not appear normally at first. The only way to first encounter it is to get to round 65 of its special mission, which it is the boss of. Upon beating said special mission, it will rarely appear in freeplay rounds above round 300. It does not appear during freeplay in Easy Mode, and can appear as early as freeplay round 200 in Impoppable. Every time you beat it, you earn something.