I love the music (especially the rendition of People Are Strange at the beginning), the premise is also quite funny and the sprite work is great.
My main complaint though are the controls, DFJK just doesn't make much sense in an arrow-based rhythm game. Perhaps you could make an alternate control scheme replacing DFJK with the arrow keys? Good game regardless.