Listen to Melancholy Blues online. Melancholy Blues is an English language song and is sung by Louis Armstrong. Melancholy Blues, from the album Louis Armstrong - It's Louis Armstrong Vol. 2, was released in the year 2010. The duration of the song is 3:01. Download English songs online from JioSaavn.