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 Ultimate Wartime Collection, was released in the year 2013. The duration of the song is 3:23. Download English songs online from JioSaavn.