The language Egyptians speak is Arabic. Voice recognition software for that language does exist: http://en.wikipedia.org/wiki/SAKHR_Software_Company#Speech_R...
But I did not not know about them, and I did search. Perhaps Google doesn't either.
But that language is only used in public; books and newspapers uses the original language.