No, usually they can’t. Can you imagine the mad probs Frodo would get if he started dropping beats in the Shire?
The latest UK champion in beatboxing, nevertheless, goes by the name “Hobbit”. In this video you can hear him perform the original track “Know Now” that won him the title (of Champion, not hobbit).
Everything you hear is created with the VoiceLive Touch 2.