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 Louis Armstrong. I'm In The Mood For Love, from the album Big Band Jazz Favorites, was released in the year 2011. The duration of the song is 3:12. Download English songs online from JioSaavn.