Listen to Don't Marry That Girl online. Don't Marry That Girl is an English language song and is sung by Frank Sinatra. Don't Marry That Girl, from the album Selections From A Voice On Air (1935-1955), was released in the year 2015. The duration of the song is 1:54. Download English songs online from JioSaavn.