Do you have the 4.0L V6, or 4.8L V8? If you have the V8, then the sound is more than likely an exhaust manifold leak. The 4.6L V8 is notorious for the exhaust manifold studs rusting and breaking, causing a leak. The sound goes away after a few minutes once the engine warms up and the manifold...