Listen to Jersey Joe online. Jersey Joe is an English language song and is sung by Jelly Roll Morton and his Red Hot Peppers. Jersey Joe, from the album Doctor Jazz (100 Original Tracks - Remastered), was released in the year 2011. The duration of the song is 2:22. Download English songs online from JioSaavn.