
Put a sock in it
Colloquial Usage
The phrase is informal, best used in casual conversations or among friends. 
Potentially Rude
It can be seen as rude or impolite, so know your audience before using it. 
Humorous Tone
Sometimes used humorously to lighten the mood when asking for silence. 