How do I transfer purchases made on my iPod to my computer without my iPod (I lost it)?

I recently lost my iPod touch and there were several songs that I had purchased directly on my iPod and I want to be able to sync them to my computer without having my iPod. When I go to my purchase history on itunes I can see the purchases listed but I can't access them. Help?