Is a spouse morally obligated to accept children born outside his or her marriage due to his or her partner's infidelity?

You’re not obligated to do anything, however if you forgive and accept your partner then you can’t hold it against an innocent child. If their parent continues to be part of your life, then you would have to accept that they come with a child