I have been experiencing this issue since upgrading to Windows 10.
My HDMI audio randomly cuts out. It doesn't seem to matter what sort of graphics are being displayed.
I can temporarily fix the problem by reinstalling the driver, the system will work fin on the initial reboot and as long as I leave the system running. However, the problem returns on subsequent reboots/shut downs or when I put the computer to sleep.