Yup. It's worth taking into consideration that it takes around 4 weeks from lodgement of paperwork or presentation of birth certificate to money in your account. You can do the application in your last trimester and then just take the birth cert into centrelink once baby is born. However it can also take a little while for the birth certificate to get organised so keep this in mind.