grindy

Well "guilty pleasures" might me a little negative.
I don't feel guilty about anything I listen to, nor am I ashamed of anything.
But it's a catchier title than "music I shouldn't like, but somehow do".
It might be some genre you dislike, but there's this one band, or an artist you hate, but there's this one song. You get it.