Minecraft wiki entry for Village, associated text: Zombies spawn during zombie sieges. Chicken jockeys spawn rarely during zombie sieges.
Pillagers, vindicators, evokers, vexes, ravagers, and witches spawn during raids.
Witches also spawn when a villager is struck by lightning within four blocks of the bolt.