@Brendan - I have had the same experience before, I fixed it by doing Alt+Enter, this puts it into Windowed Mode, then Alt+Enter again to put it back to full screen.
Yeah - this works, but this only works at getting you back in game, doesn't fix the problem. If you want to walk (using alt and w) windows starting beeping.