The brown specks are toasted milk solids. The milk solids in melted butter can turn from beautifully golden brown to burnt and bitter rather quickly so once you see those nice brown specks in the bottom of the pan, immediately remove the pan from the heat and pour into a heat-proof bowl to stop the cooking process.