Phew... That took me a solid hour to beat. There was rhythm involved, but it felt more like I had to become the game to actually progress. The little beat counter at the bottom seemed to be more distracting than helpful, maybe I don't understand its purpose, but it seemed to change each round.
I liked the art style, even though I have no idea what the story is.