so there's not much you can do to fully fix it. This issue has been dubbed by some users as the "silent stream" bug, and it's basically a feature where HDMI sound outputs go to sleep some time ...
FIX: Windows Sound & Audio problems & issues. Sometimes ATI HDMI Audio device can be the reason for the audio popping out from your device; disabling the device ensures it is not the culprit.