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 Frank Sinatra. I'm In The Mood For Love, from the album Fireside Radio Melodies, was released in the year 2010. The duration of the song is 2:34. Download English songs online from JioSaavn.