This is the audio clip from SpongeBob SquarePants where a character tells someone to basically shut up in a pretty blunt way. It's become a popular meme sound that people use online when they want to tell someone to stop talking, usually in a joking context.
Spongbob shut the f up Sound Effect
Shared by Krabby