It's the drum roll that accentuates a stand-up comic's punch line. It is often spoken to make obvious that something stated was intended to be a pun or a joke. One or the other is usually used -- badabing or badaboom.
Q: What instrument do fish like to play? A: A bass guitar. Badabing, badaboom!