Listen to Making Whoopee online. Making Whoopee is an Unknown language song and is sung by Chet Baker. Making Whoopee, from the album Isn't It Romantic, was released in the year 2009. The duration of the song is 3:28. Download Unknown songs online from JioSaavn.