Preheat the oven to 350 degrees.
Pit the cherries and then add them to a large skillet pan over low heat. Add in sugar, corn starch and fresh lemon juice. Mix and simmer for 5 minutes. Then add in the vanilla and almond extracts and simmer another 5 minutes.
In a separate bowl, mix together the flour, sugar and whisk. Or use a sifter. Then make a hole in the middle and add the milk, vanilla and melted butter. Mix together with a wooden spoon or your hands.
Use a little butter to coat the bottom of a deep, oval baking dish. Or you can use cooking spray. Then add the cherry mix and drop the cobbler dough on top.
Bake for 30 minutes and then sprinkle a little additional sugar on top. Continue to bake for another 10-20 minutes. Total time should be around 50 minutes or when the top of the cobbler dough is starting to turn golden.
Let cool for 10 minutes and then serve with vanilla bean ice cream!