Canonical URL Trailing Slash Change

We had originally used trailing slashes in our Canonical URLs in our site map. We have changed to using NO Trailing Slash and updated our site map. Now there are 2 URLs to the same page. One with and one without a trailing slash. Is there an easy way to remove the URLs with a trailing slash?

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