Ba Dum Tss (Sound Effect)

A Rimshot is a tune played by drummers to emphasize an obvious pun stated by the comic. Due to it's comedic melody, and well timed usage, the rimshot has become a big part of pop culture, and is still being used to this day by talk show host "David Letterman". - Source: KnowYourMeme