Listen to I Must Have That Man online. I Must Have That Man is an English language song and is sung by His Famous Orchestra and Adelaine Hall With Duke Ellington. I Must Have That Man, from the album 101 Hits Of The Thirties, was released in the year 2011. The duration of the song is 3:10. Download English songs online from JioSaavn.