In a food processor (or by hand), coarsely chop the almonds — then take out about a quarter of them and set aside. Add the flour, baking powder and salt to the processor and process until the remaining almonds are finely ground. Transfer to a bowl.
In a food processor (or by hand), cream the butter with the granulated sugar. Add the eggs one at a time, blending each one in fully before adding the next. Add the almond and vanilla extracts.
Add half the flour mixture to the food processor and pulse to blend. Then add the remaining flour mixture and pulse until smooth. Scrape into the prepared tin and place the cherries on top, in a single layer.
Mix the reserved almonds with
Let the cake cool for 10 minutes, then remove from the tin and allow to cool completely on a wire rack. Dust the top with icing sugar.
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