Listen to Poor Old Joe online. Poor Old Joe is an English language song and is sung by Fletcher Henderson. Poor Old Joe, from the album Sounds Fantastic, was released in the year 2015. The duration of the song is 2:55. Download English songs online from JioSaavn.