Noriega was born in Mexico City, Mexico, on October 24, 1969. At the age of 12, she was discovered by a talent scout. She started working as a child model and appearing in commercials and music videos. Her father died when Noriega was in her early adolescence. Her mother died in 1995 from cancer. She has two siblings; an older sister, Reyna, and a younger brother, Alejandro. Noriega takes long breaks between projects and avoids publicity. She lives in the United States.