The couple married Wednesday before 60 guests at the Grande Colonial Hotel in the La Jolla area of San Diego, Taylor's manager, Lou Taylor, tells US Weekly magazine in a report on its Web site.
Taylor, 31, and Lamar, 26, met at a charity event in January 2005, the AP says.
"I looked at Burney and said to myself, 'This is the guy I'm going to marry,"' Taylor told the magazine.
It was the first marriage for Lamar and the second for Taylor, who has 11-year-old twin boys from her previous marriage to former football player Matt Martinez.
The two divorced in 1996.
Taylor lives in Nashville, Tennessee, where she owns a clothing boutique.