This is true for the username but it's possible to make your email address private on GitHub in which case the message that your email is taken can still be considered an information leak.
You can check if an e-mail is associated with a GitHub account easily. You forge a commit with this email as author email, push it to a foo/bar repo, then look at https://github.com/foo/bar/commits/master .