Listen to Don't Blame Me online. Don't Blame Me is an English language song and is sung by Frank Sinatra. Don't Blame Me, from the album A Timeless Collection: Frank Sinatra, was released in the year 2012. The duration of the song is 1:57. Download English songs online from JioSaavn.