I might be mistaken, but I think the band was playing Happy Trails. The students then wave goodbye to the defeated team.
speaking of lame traditions, i dont know if this is common knowledge, but according to some brochure ku sent me back when I was looking at colleges, one of their top 10 traditions is "holding up 4 fingers at the start of the 4th quarter"