These Cherry Pie Bars, also known as Cherry Kuchen Bars, are so delicious and easy to make! My favorite part of these cherry pie bars is the almond extract. The warm and toasty almond flavor in the dough pairs perfectly with the cherries! Vanilla extract can be substituted as well.