Silvermine Spring is a spring located in Wayne County, Kentucky. It appears on the Nevelsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,266.24 feet (385.95 m) above sea level. The nearest populated place is Ritner, approximately 1.8 miles to the SW.