Listen to Deep River online. Deep River is an English language song and is sung by The High Hatters and Billy Randolph. Deep River, from the album Fat Tuesday, Big Easy: A New Orleans Mardi Gras Jazz Party with Dr. John, Professor Longhair, Louis Armstrong & More!, was released in the year 2014. The duration of the song is 1:44. Download English songs online from JioSaavn.