Listen to Dust My Broom online. Dust My Broom is an English language song and is sung by Elmore James. Dust My Broom, from the album The Complete Blues Anthology (Doxy Collection), was released in the year 2015. The duration of the song is 3:12. Download English songs online from JioSaavn.