Fedora Core devel contains Emacspeak 17.0 (it's almost 2 years old), newer verions 21.0 is available. It contains many new features and bug fixes, like: RSS Reader, VC viewer, Enhanced Emacs 21 support and more.
I'm closing this bug. Emacspeak 21.0 hit FC devel on Dec 2. Thanks Jens!