Listen to Just the Way You Look Tonight online. Just the Way You Look Tonight is an English language song and is sung by Peggy Lee, Rosemary Clooney and Bennt Goodman. Just the Way You Look Tonight, from the album Benny Goodman, Rosemary Clooney, Peggy Lee, Vol. 1, was released in the year 2016. The duration of the song is 3:16. Download English songs online from JioSaavn.