Preheat your oven to 350°F (175°C) and grease your cake pans.
In a mixing bowl, cream together the softened butter, granulated sugar, and brown sugar until light and fluffy. Add eggs, vanilla extract, and sour cream, mixing until combined.
Gradually add the flour until just mixed. Divide the batter between the prepared pans.
In another bowl, combine the softened cream cheese, powdered sugar, almond extract, and flour. Mix until smooth.
Pour the cheesecake mixture over the cake batter in the pans. Sprinkle chopped pecans on top.
Bake for 50 minutes or until a toothpick comes out clean. Let cool before serving.
Drizzle with maple syrup and add extra pecans before serving.
Notes
Serve chilled for the best flavor. You can also add whipped cream on top if desired.