Listen to This Time the Drums On Me online. This Time the Drums On Me is an English language song and is sung by Dexter Gordon. This Time the Drums On Me, from the album 50 Jazz Favourites, was released in the year 2012. The duration of the song is 6:26. Download English songs online from JioSaavn.