Listen to A Precious Little Thing Called Love online. A Precious Little Thing Called Love is an English language song and is sung by Annette Hanshaw. A Precious Little Thing Called Love, from the album Annette Hanshaw, Vol. 1, was released in the year 2014. The duration of the song is 3:04. Download English songs online from JioSaavn.