Its not a dialect and it has nothing to do with some specific geographical region..
He speaks normally only with a "different" way, very well known for this person (It is the voice of the famous composer Zampetas).
Generally some people at this time were using a kind of "slang" language , related to manges (
http://en.wikipedia.org/wiki/Mangas).