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 Nat King Cole. I'm in the Mood for Love, from the album Nat King Cole, was released in the year 2015. The duration of the song is 3:12. Download English songs online from JioSaavn.