If I had the bucks I'd buy this one.
NEW! The Big Bang Band: Lyrics for 12 songs about astronomy, including supernovas, stars, galaxy formation, and the hardships of observational astronomy. You can purchase a CD of these songs here.
http://www.bigbangband.biz/products.html