Normally, this is a driver related error condition, where a driver (sound or video, typically) is not in a good state when the game starts. A reboot resets the errant driver back to a sane state.
That's just a guess. What video card, sound card, and drivers are you using? And what in-game video settings are you using? Are you using any custom sound packs?