One microphone is on, and the other serves as a backup. Both lead to a distribution box from which everyone gets their audio feed (the room's speaker system, news agencies, etc). This is because security policies involving the President require controlled sterility of everything around him, such as to prevent a microphone-shaped bomb to get emplaced right in front of his face.