No. It stays on and will play video.
For instance, with the laptop closed, I can play a song through media player or itunes. The volume indicator will be all the way up, with mute off shown on the external monitor, but no audio is heard. In the middle of a song, if I open my laptop, the laptop screen will show that the audio is muted. If I unmute, it will play audio until I shut my laptop again.