On May 22 each year, when the eastern Caribbean island of Martinique observes Emancipation Day, drums beat from sunrise until the break of dawn the next day.

Participants at open-air, starlit gatherings dance, sing, play drums and feast for ancestors who fought to break the chains of bondage. The uprising that eventually led to the abolition of...