The tape was first obtained and reported by the Sunday Mirror.
Leicester City released a statement saying the three soccer players are sorry and would be returning to the UK ahead of the rest of the squad.
"Our players at every level are expected to behave as representatives and ambassadors for our Football Club, both on official Club duty and in their personal lives, so we treat their conduct extremely seriously," it read.