Listen to I Whistle A Happy Tune online. I Whistle A Happy Tune is an English language song and is sung by Marni Nixon & Rex Thompson. I Whistle A Happy Tune, from the album The King and I (original Motion Picture Soundtrack), was released in the year 2010. The duration of the song is 2:42. Download English songs online from JioSaavn.