Heat a frying pan over a medium heat. Add the almonds and gently toast, shaking the pan occasionally, for 4-6 minutes, or until the almonds are a beautiful golden brown. Transfer the nuts to a plate to cool.
To make the spice paste, put all the ingredients in a mini food processor and blend to a smooth paste. Transfer to a large mixing bowl.