There are a lot of uncontrolled variables here. First of all, how loud is the sound? How thick are the walls? Is the door shut? At what frequency is the sound? But generally, people will be able to...
It all has to do with the shape of a room. A famous example of this is a room where someone could whisper at one side of a room and be heard by someone at the other end.