Here's a picture right off of the White House Web site clearly showing some kind of "box" under his T-Shirt. At first I thought it was a bullet proof vest but in the next photo you can clearly see from the drape of his T-Shirt that he isn't wearing a vest.
And here is the ear piece attached (Thanks to The Note):