Just delete them. Yes, they've been sent by a virus, though probably from another computer with you email address which has been infected. It's very common now.
Even if they are not virus related, but you know you haven't sent these emails, you don't need to read them. You wouldn't miss anything.
Just keep your own AV up to date.