The British people say it more I think.
Keep in mind that the word Pardon, can be used for saying 'sorry' when you have made a mistake or done something wrong.
Or it is used to show that you strongly disagree or that you are angry about something that someone has said. For example
"I beg your pardon, young man - I don't want to hear you speak like that again!