Listen to Sunbonnet Blue online. Sunbonnet Blue is an English language song and is sung by His Orchestra and Billie Holiday with Teddy Wilson. Sunbonnet Blue, from the album 101 Hits Of The Thirties, was released in the year 2011. The duration of the song is 2:53. Download English songs online from JioSaavn.