Listen to Deep River online. Deep River is an English language song and is sung by The Tabernacle Choir at Temple Square, Orchestra at Temple Square and Mack Wilberg. Deep River, from the album Come, Thou Fount of Every Blessing: American Folk Hymns & Spirituals, was released in the year 2009. The duration of the song is 4:35. Download English songs online from JioSaavn.