Listen to At The Fat Man's online. At The Fat Man's is an English language song and is sung by Tommy Dorsey and His Orchestra. At The Fat Man's, from the album The Anthology Album, was released in the year 2015. The duration of the song is 3:08. Download English songs online from JioSaavn.