2004 Mercury Marquis machine gun noise upon starting

When I start the car in the morning, about 15 seconds later, a machine gun noise is heard. If I let it alone, it goes away after about 15-30 seconds later. If I turn off the car, the noise remains until I turn the key one position, then the noise stops. It sounds electric to me as it happens when the car engine is not running.