Speech Recognition with Segmental Conditional Random Fields: Final Report from the 2010 JHU Summer Workshop
Geoffrey Zweig, Patrick Nguyen, Dirk Van Compernolle, Kris Demuynck, Les Atlas, Pascal Clark, Greg Sell, Fei Sha, Meihong Wang, Aren Jansen, Hynek Heřmanský, Damianos Karakos, Keith Kintzley, Samuel Thomas, Sivaram Gsvs, Sam Bowman, Justine Kao · 2010
Novel techniques in speech recognition are often hampered by the long road that must be followed to turn them into fully functional systems capable of competing with the state-of-the-art. In the 2010 JHU summer workshop, we explored the use of Segmental Conditional Random Fields as an integrating technology to augment the best conventional systems with information from novel scientific approaches.