Do I need to speak Mongolian/Russian/Farsi/Uzbek etc?

No.
It will help if you do, but it isn't necessary. Being able to decipher the Cyrillic alphabet is useful for road signs. You'll find that a few gesticulations and "beckham" gets you a long way: invites to weddings will be piling up.