Listen to One Little Thing online. One Little Thing is an English language song and is sung by Terry Gibbs and Buddy Defranco. One Little Thing, from the album Play Steve Allen, was released in the year 2007. The duration of the song is 6:14. Download English songs online from JioSaavn.