How to fork a new branch from a repo when you already have the master?

I have forked a repo into my own github account and have successfully pulled it to my PC, however there is now a new branch on the original repo that I want as well but when I try to fork that branch, it takesme to the master branch on my github account without actually doing anything. How do I get both branches on my account.