Combine water and sugars in a saucepan over medium heat. Heat until the mixture is boiling, and all of the sugar is dissolved. Remove the pan from the heat and let the mixture cool for 10 minutes.
Stir vodka, almond extract and vanilla extract into the mixture. Store in a sealed bottle.