A dispensation would make the marriage valid but not sacramental to the Catholic Church.
When is marriage a sacrament? | Catholic Answers
FAQs | For Your Marriage
My mistake, I read too quickly. You are right. If the non-baptized spouse is baptized later, then the marriage become sacramental without any further ceremony.