Listen to I Must See Annie Tonight online. I Must See Annie Tonight is an English language song and is sung by Benny Goodman. I Must See Annie Tonight, from the album Big Band Greats, Vol. 5, was released in the year 2013. The duration of the song is 3:04. Download English songs online from JioSaavn.