Listen to Melancholy Baby online. Melancholy Baby is an English language song and is sung by Connie Francis. Melancholy Baby, from the album Connie Francis - The Greatest Songs, was released in the year 2015. The duration of the song is 3:52. Download English songs online from JioSaavn.