Right now it is invite only. Current members will periodically get an invitation code to share with other people, that's how new people join.
Here's their explanation:
"For now we need to keep growth of the site slow to maintain quality and scale the website. It is not elitist thing or to keep some artists away, it’s common thing to keep a website closed to grow slow and steady."