Listen to Deep Down I'm Shallow online. Deep Down I'm Shallow is an English language song and is sung by Caviar. Deep Down I'm Shallow, from the album The Thin Mercury Sound, was released in the year 2017. The duration of the song is 3:48. Download English songs online from JioSaavn.