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What does "SOTA" mean in this context; all I could find is "Software Over the Air" but I'm unsure of what it means in a Speech to Text context

“State of the art”.

But I think your original question is still great:

What does state of the art mean in this context?

It means "State of the art", which would be roughly equivalent to "as good a result as its currently possible"