This meme comes from a preview of a episode of the television show "American Dad!", where one of the characters discusses his father affection towards a possible son, or the "Maybe Baby". Another character then notes that maybe baby is fun to say, before getting the whole store that they are in the repeat maybe baby over and over, in monotone voices. This phrase is used often when someone states they may be pregnant, or just when someone wants to be random.