Not only drum jokes about drums but jokes about guitar players and other What do you call a drummer that breaks up with his girlfriend? What do you call 10 guys in a drum circle? What do you call a beautiful woman on a drummer's arm? . Just then, an Indian voice came over the hill, "It's not our usual drummer!".