Listen to Down-Hearted Blues online. Down-Hearted Blues is an English language song and is sung by Cab Calloway. Down-Hearted Blues, from the album Happy Feet, was released in the year 2015. The duration of the song is 2:53. Download English songs online from JioSaavn.