Listen to The Fattest Man in Town online. The Fattest Man in Town is an English language song and is sung by Bob Chester And His Orchestra. The Fattest Man in Town, from the album Enjoy Christmas, Vol. 4 (A Christmas Celebration), was released in the year 2015. The duration of the song is 2:30. Download English songs online from JioSaavn.