No, you should not remove your baby's pacifier once they have fallen asleep. Not only can a pacifier help soothe a baby back to sleep should they wake, multiple studies have also found that pacifiers can reduce the risk of SIDS. According to the American Academy of Pediatrics (AAP), a pacifier still offers some layer of protection against SIDS even if it falls out once your baby has nodded off.