Listen to When It's Sleepy Time Down South online. When It's Sleepy Time Down South is an English language song and is sung by Louis Armstrong and His Orchestra. When It's Sleepy Time Down South, from the album Elegant Evening, was released in the year 2016. The duration of the song is 3:09. Download English songs online from JioSaavn.