The phrase comes from Surfin Bird, the 1963 hit by The Trashmen that combined two Rivingtons doo wop songs. It returned to mainstream attention in the 2008 Family Guy episode I Dream of Jesus, where Peter Griffin becomes obsessed with the record, sings it constantly, and drives his family insane. The episode helped push the song back into the charts and turned Peter's version into a widely shared meme clip, quoted and remixed online long after the episode first aired.