Listen to Makin' Whoopee online. Makin' Whoopee is an Unknown language song and is sung by Gerry Mulligan. Makin' Whoopee, from the album Greatest Hits Series--Gerry Mulligan, was released in the year 1997. The duration of the song is 3:43. Download Unknown songs online from JioSaavn.