How do I show lyrics in Windows Media Player or Windows Media Center Visualization area?

1. Make sure "MiniLyrics Plugin for WMP" menu item in Windows Media Player isn't being checked as the following picture.
   
2. Then check MiniLyrics menu item in the context menu item of Windows Media Player Visualization area.