Enable Oembed for custom post type

I have created a custom post type: video but when i create a post and use just a youtube link or vimeo link, it is not being changed into the corresponding video as happens when i create a regular blog post.

Can anyone tell me how to enable Oembed for custom post types?

Thanks,

Yukon