It all comes down to where you are, or where your allegiances lie. Generally speaking, it's spelled whiskey in the United States and Ireland. It's known as whisky in Scotland and Canada--which are also both well known for their brew. The Japanese spelling, in case you're interested, is whisky, because the study of Scotch whisky (also called Scotch..) inspired the Japanese whisky movement.