I have the same issue. Brand new Dell XPS 9370. Latest Windows 10 and drivers.
I thought it had something to do with sleep, since it would often fail after waking up the computer. However, recently it started happening more often, such as after pausing a video on youtube.
It is not a browser issue, since it is an error with all audio.