Here is a text of his speech (I didn't watch the video, but I have read this, I don't know if they're the same): http://www.users.drew.edu/~jlenz/whynot.html

The most interesting point he brought up was his refutation to the claim that a deity is necessary for morality. Reading that really convinced me that one could be moral without religion.