Listen to I'm In The Mood For Love online. I'm In The Mood For Love is an English language song and is sung by Art Tatum. I'm In The Mood For Love, from the album Complete Masterpieces Part 2, was released in the year 2014. The duration of the song is 4:27. Download English songs online from JioSaavn.