21-year-old Joseph Antonio Urquia allegedly admitted to police that he punched his 11-week-old baby girl in the face twice because she "wouldn't shut up."
Urqia took the child to the hospital after it happened on Sunday.
The baby girl died Tuesday.
Her mother wasn't home at the time of the incident.