Are you sure you have a male and female? Sometimes two males or two females will pair and the female will lay eggs but they go unfertilized because there is no male. Hope some hatch out for you!
Yes, this can happen a lot with cichlids, there are many stories of two females pairing up, eggs coming and eventually becoming infertile. Hope you have a real pair.