I played the game since, what, 2011? 2012? I don't remember the year, but it was the version where cacti were actually damaging you and causing knockback.
Anyways, music kinda got really, really annoying at some point to me so I turned it completely off and just blast my own tunes.
That being said, I think the one that annoys me the least is Underground. It's got that nice techno feel to it.