Listen to Just a Simple Melody online. Just a Simple Melody is an English language song and is sung by Ella Fitzgerald. Just a Simple Melody, from the album [RE]discover Ella Fitzgerald, was released in the year 2012. The duration of the song is 2:57. Download English songs online from JioSaavn.