Liberty Silver was born to a Jamaican-Irish mother and a Hawaiian father, who first met while competing at the Commonwealth Games. Not long after her birth, Silver was placed for adoption by her birth parents and was adopted into a household in Ontario, Canada. Silver grew up in various cities in Ontario, including Kingston and Peterborough. In her later years, she discovered through the Ontario adoption records that she has a biological brother who plays for an Ottawa-based band.
As the first Black woman to receive a Juno Award, Liberty Silver is widely known for paving the way for future generations of Black female artists in the Canadian music industry. She won two 1985 Juno Awards, one for Best R&B/Soul Recording of the Year ("Lost Somewhere Inside Your Love") and the other for Best Reggae/Calypso Recording ("Heaven Must Have Sent You" with Otis Gayle). She has been nominated for a Juno Award a total of five times, from 1985 to 1989. She was also on the Super Dave Osborne show.
As a member of a supergroup called Northern Lights, she appeared on the platinum-selling 1985 African charity ensemble single "Tears Are Not Enough", singing a duet with Mike Reno of Loverboy. Other artists on the track include Bryan Adams, Anne Murray and Joni Mitchell.
Silver has appeared in a wide range of distinguished music festivals throughout her career, from Niagara Jazz Festival, The Beaches International Jazz Festival, Antigua Jazz Festival, Ottawa Jazz Festival, Jamaican Air Canada Jazz Festival, Barbados Jazz Festival, Toronto Funk + Soul Festival to TRIUS Jazz Festival, to name a few.