Listen to Look at That Girl online. Look at That Girl is an English language song and is sung by Frankie Vaughan. Look at That Girl, from the album Jazz Nights (Dinah Washington, Louis Armstrong, Glenn Miller and Many More...), was released in the year 1965. The duration of the song is 2:22. Download English songs online from JioSaavn.