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 Hermansky ,
- Damianos Karakos ,
- Samuel Thomas ,
- Keith Kintzley ,
- Sam Bowman ,
- Justine Kao ,
- G.S.V.S. Sivaram
MSR-TR-2010-173 |
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.