Yes you can. When it's peach season there is nothing better than ripe fresh summer peaches! To use fresh peaches you will need to peel them and remove the pit then cut into 1/2-inch slices. You can also use unsweetened frozen sliced peaches. Do not thaw them before using in recipe.