Quarter the walnuts and place them in a large container. Add the wine, sugar, nutmeg, clove, and vanilla bean. Cover the container tightly. Place in a dark room and let it rest for fifty days, shaking it a bit every two weeks. Add the brandy and pass the mixture through a sieve. Pour into bottles, seal tightly and leave them for about six months in a dark, cool place.