I've noticed this problem as well. At some point, the music will fade out and then never come back. This is very disappointing as the music is a great part of the game. I've discovered that I can press ESC to get back to the main menu (which has some music playing) and then Resume to get back into the game. That seems to kickstart the music because it usually comes back in after a short while.
