Listen to A Ghost of a Chance online. A Ghost of a Chance is an English language song and is sung by Mildred Bailey. A Ghost of a Chance, from the album Swinging the Jazz, was released in the year 2012. The duration of the song is 3:11. Download English songs online from JioSaavn.