Listen to The Way You Look Tonight online. The Way You Look Tonight is an English language song and is sung by Dizzy Gillespie. The Way You Look Tonight, from the album All the Things You Are, was released in the year 2006. The duration of the song is 4:13. Download English songs online from JioSaavn.