Sulphur Spring Creek is a stream located in Muhlenberg County, Kentucky. It appears on the Rosewood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 451.01 feet (137.47 m) above sea level. The nearest populated place is Whiskey Bay, approximately 1.4 miles to the SSE.