Listen to Asleep in the Deep online. Asleep in the Deep is an English language song and is sung by Oscar Natzka and New Zealand National Orchestra. Asleep in the Deep, from the album The Definitive Collection, Volume One - 1938 - 1940, was released in the year 2016. The duration of the song is 4:14. Download English songs online from JioSaavn.