Yahoo opened the Meme for all now. you can start a new account if you are having a yahoo account. The difference with twitter and meme is , in meme you can share Text (like twitter), Photo, Video and Audio.
Earlier it the registration was through invitations. Now go and grab a meme id now.
You can see my meme account here