Listen to Short Fat Fanny online. Short Fat Fanny is an English language song and is sung by Frankie Avalon. Short Fat Fanny, from the album Ultimate Collection 1958-1961, was released in the year 2012. The duration of the song is 2:15. Download English songs online from JioSaavn.