Listen to A Sunbonnet Blue online. A Sunbonnet Blue is an English language song and is sung by Billie Holiday. A Sunbonnet Blue, from the album Billie Holiday Blue Moon, was released in the year 2017. The duration of the song is 2:54. Download English songs online from JioSaavn.