Try cleaning the negative binding post of the battery if this still does not help, then try running a temporary ground wire directly from the battery, if this minimize the noice, then it's either the ground is not clean enough, or the ground connection is loose. If none of this help, there is a noise filter you can buy on electronics store, by the way, try checking the ground of the stereo unit as well.