Known best for her role as Inocencia in the popular Mexican comedy series La Criada Bien Criada, Victoria went on to appear in the show's 1972 film version, as well as in numerous other television series and movies. Also an accomplished singer, she recorded some eight dozen albums between the 1950s and the 1990s.
She played her first significant cinematic role in the 1951 film Serenata en Acapulco.
In 2009, she played the role of Felipa in the telenovela Sortilegio.
Her marriage to singer Ruben Zepeda Novelo resulted in children named Alejandro and Ruben. Following Novelo's death, Victoria married Manuel Gomez and gave birth to a daughter named Maria Esther.
She and fellow Mexican singer Marco Muniz were born in the same year and in the same city (Guadalajara).