No reply from the bug submitter and works for other people, closing.
Feel free to reopen if you still get that problem
** Changed in: rhythmbox (Ubuntu)
Status: Unconfirmed => Rejected
--
The Lyrics plugin does not work
https://launchpad.net/bugs/73284