Listen to I Must Have That Man online. I Must Have That Man is an English language song and is sung by Billie Holiday. I Must Have That Man, from the album The Jimmy McHugh Songbook, was released in the year 2016. The duration of the song is 2:57. Download English songs online from JioSaavn.