Listen to I Dream of You online. I Dream of You is an English language song and is sung by His Orchestra and Doris Day with Les Brown. I Dream of You, from the album Big Box Value Series - The Great Forties Collection: Favorites of the Golden Era, was released in the year 2015. The duration of the song is 2:47. Download English songs online from JioSaavn.