Seems like a reasonable way to try to design an AGI. Maybe the real Turing test is whether an intelligent system enjoys and seeks out novel music.
Pop, etymologically, can't be unpopular, and what's truly novel usually isn't popular, but I don't think it's true that what's popular can't be novel.