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 101 Hits - Nat King Cole, was released in the year 2011. The duration of the song is 3:23. Download English songs online from JioSaavn.