Listen to Don't Blame Me online. Don't Blame Me is an English language song and is sung by Nat "king" Cole. Don't Blame Me, from the album The Music and Mystique of, was released in the year 2015. The duration of the song is 3:03. Download English songs online from JioSaavn.