The shooting happened on March 5th in the 32-hundred block of West Cecil B. Moore Avenue.
Police say Marsh and another man shot and killed homeowner John Paul, and shot Paul's wife, Sherrell.
Police arrested Marsh on March 10th at the Marriot Spring Hill suites in Plymouth Meeting.
Investigators have said the victims may have been targeted by mistake.