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 Johnny Mathis. I'm in the Mood for Love, from the album Magical Mathis, Vol. 6, was released in the year 2013. The duration of the song is 5:01. Download English songs online from JioSaavn.