The suspect -- 22-year-old Raymond Boodarian -- is accused of scaling a fence onto the Encino property and then shooting and killing the couple during a struggle when they arrived home, Los Angeles Police Department Lt. Guy Golan told reporters Tuesday.

An American Idol music supervisor and husband were both found dead in their Los Angeles home Monday afternoon.

At this point, there is no known motive and no information on a potential suspect, Cervantes said.