- Sign in to your YouTube account and click the link "Account" (top right corner of the page).
- Under the "My Videos" section, click the "Favourites" link
- Check the box next to the video you want to remove and click the "Remove Video" button.
Similar steps will remove videos from your playlists by clicking the"Playlists" link.