A Hole in the Bottom of the Sea by Jessica Law and Illustrated by Jill MacDonald is a fantastic singing book that my students love. The pictures are fun and the kids love singing a long. If you're not familiar with the song (or don't want to learn it from the sheet music) there's a video on youtube that you can follow a long with.
