Listen to Deep River online. Deep River is an English language song and is sung by The Tommy Dorsey Orchestra. Deep River, from the album The Tommy Dorsey Orchestra, Vol. 2, was released in the year 2014. The duration of the song is 4:04. Download English songs online from JioSaavn.