Listen to Don't Blame Me online. Don't Blame Me is an English language song and is sung by Mary Lou Williams. Don't Blame Me, from the album Cool Jazz Café, was released in the year 2018. The duration of the song is 3:48. Download English songs online from JioSaavn.