Listen to Happy Feet online. Happy Feet is an English language song and is sung by Bing Crosby, Paul Whiteman and Joe Venuti. Happy Feet, from the album Jazz Golden Collection, was released in the year 2013. The duration of the song is 3:09. Download English songs online from JioSaavn.