Listen to Melancholy Me online. Melancholy Me is an Unknown language song and is sung by Ella Fitzgerald. Melancholy Me, from the album Café Jazz 2 - Mellow Moods Vol 3, was released in the year 2009. The duration of the song is 2:53. Download Unknown songs online from JioSaavn.