Listen to Ordinary Joe online. Ordinary Joe is an English language song and is sung by Terry Callier. Ordinary Joe, from the album A Complete Introduction To Chess (International Version), was released in the year 2010. The duration of the song is 4:12. Download English songs online from JioSaavn.