Listen to Stealing Love online. Stealing Love is an English language song and is sung by King Oliver. Stealing Love, from the album The King of Jazz Story - All Original Recordings - Remastered, was released in the year 2013. The duration of the song is 3:24. Download English songs online from JioSaavn.