Looks like they used various neural networks and trained based on data they currently already transcribe professionally. So it had to be trained and only represents a subset of people who speak and have their works transcribed at Microsoft events.

Being Microsoft, I'm sure the place is diverse, but there's no mention in the paper on accents or dialects that I can see (might just be missing it).