From The Original Soundtrack Album The Preachers Wife 1996 . This Track Was Written And Originally Recorded By Annie Lennox Who Also Provided The Background Vocals On Houston's Cover. Lennox's Version Of Step By Step Was Released In 1992 As A Bonus Track On Her Album Diva As Well As The B-Side To Precious .