Bring the milk to the boil with the sugar and the whole vanilla bean and leave to cool for about 1 hour. Then scrape out the pulp of the vanilla bean and return it to the milk. Once cooled, add the remaining ingredients. Finally, fold in the 10 egg yolks one at a time.
Bottle and leave to infuse in the dark for six weeks until ready to eat.