Listen to Poor Old Joe online. Poor Old Joe is an English language song and is sung by Louis Armstrong and His Orchestra. Poor Old Joe, from the album Blue Hour, was released in the year 2016. The duration of the song is 3:01. Download English songs online from JioSaavn.