According to the E! network, the singer and husband Jay-Z, whose real name is Shawn Carter, welcomed their daughter at Lenox Hill Hospital in Manhattan.
They checked in Friday night and Beyonce was in the labor room Saturday night.
A hospital staffer told the New York Daily News that the couple rented the entire fourth floor for security reasons.
The singer's representatives have not commented.