Scherzinger is of Filipino, Native Hawaiian, and Russian heritage. She was born in Hawaii, and, in an interview with Pacific Citizen, she said, "My mother, growing up, would dance the hula and Tahitian with her family. My mother taught me hula when I was really young."
She also opened up about being a mixed-race artist, explaining she faced challenges getting work "especially because I started out in theater, and a lot of people didn't understand what my nationality was or what race I was. So, they were a little confused on how to cast me or what my place was. But it was really confusing at first because people wanted me to be like the Puerto Rican girl, the sidekick, the Puerto Rican best friend."