Patrice Walker was born in Boston, Massachusetts, to Cheryl Ann (Canada) and Arthur William Jefferson. The second to oldest of four sisters who grew up in Dorchester, Patrice and her siblings were brought up being coached in music and the arts as her father is a singer and mother a model.