Listen to Poor Joe (Album Version) online. Poor Joe (Album Version) is an English language song and is sung by Dizzy Gillespie Sextet. Poor Joe (Album Version), from the album The Very Best Of Jazz - Dizzy Gillespie, was released in the year 2008. The duration of the song is 4:33. Download English songs online from JioSaavn.