The language that Jesus spoke was a Semitic language. Most people felt he spoke Hebrew more than he spoke Aramaic. Most of the disciples spoke Aramaic language. You can find more information here: http://www.godward.org/Hebrew%20Roots/which_language_did_jesus_speak.htm