If you're nervous, talk right to your best friend. If you're really nervous about your speech, opening with a joke about it usually helps, "..of course out of all of Dave's friends he asks the one with a stutter to give a toast". Finally, practice, practice, practice. I heard practice really helped people who have had to do this before.