Listen to I've Got Love On My Mind online. I've Got Love On My Mind is an English language song and is sung by Natalie Cole. I've Got Love On My Mind, from the album The Natalie Cole Collection, was released in the year 2013. The duration of the song is 4:17. Download English songs online from JioSaavn.