From Video Game Music Preservation Foundation Wiki
Bat Song is played in the background of board 2 in Ken's Labyrinth. It's extraction name is "LABSNG01.KSM" and it's original name is "BATSONG".
Ken Silverman explains the title by saying
Incidentally, here is a picture of said excellently drawn bird: