Generating complementary systems for speech recognition

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn 1, Issue , 2006, Pages 525-528

  Breslin, C ^a   Gales, M J F ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

Automatic speech recognition; Complementary system generation; System combination

Indexed keywords

CONTINUOUS SPEECH RECOGNITION; DEEP NEURAL NETWORKS; ITERATIVE METHODS;

AUTOMATIC SPEECH RECOGNITION; COMPLEMENTARY SYSTEMS; CONFUSION NETWORKS; ITERATIVE FRAMEWORK; LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION; MINIMUM BAYES RISK; OPTIMAL COMBINATION; SYSTEM COMBINATION;

SPEECH RECOGNITION;

EID: 44949249226     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Sinha, R., Gales, M.J.F., Kim, D.Y., Liu, X. A., Sim, K.C and Woodland, P.C. "The CU-HTK Mandarin Broadcast News Transcription System", ICASSP 2006.
2. Gales, M.J.F., Kim, D.Y., Woodland, P.C., Chan, H.Y. Mrva, D., Sinha, R. and Tranter, S.E., "Progress in the CU-HTK Broadcast News Transcription System", IEEE Trans. Speech and Audio Processing, to appear.
3. Fiscus, J.G. "A Post-processing System to Yield Reduced Word Error Rates: Recogniser Output Voting Error Reduction (ROVER)", Proc. IEEE ASRU Workshop, pages 347-352, 1997.
4. Evermann, G. and Woodland, P.C. "Posterior Probability Decoding, Confidence Estimation and System Combination", Proc. of the NIST Speech Transcription Workshop, 2000.
5. Dietterich, T.G. "Ensemble Methods in Machine Learning", Lecture Notes in Computer Science, vol 1857, pp 1-15, 2000.
6. Liu, X., Gales, M.J.F, Sim, K.C. and Yu, K. "Investigation of Acoustic Modeling Techniques for LVCSR Systems", ICASSP 2005.
7. Freund, Y and Schapire, R.E. "A Decision-Theoretic Generalisation of Online Learning and an Application to Boosting", Journal of Computer and System Sciences, 55(1): 119-139, 1997.
8. Zhang, R. and Rudnicky, A.I. "A frame level boosting training scheme for acoustic modelling", ICSLP, 2004.
9. Meyer, C. "Utterance Level Boosting of HMM Speech Recognisers", ICASSP, 2002.
10. Doumpiotis, V. and Byrne, W. "Lattice Segmentation and Minimum Bayes Risk Discriminative Training for Large Vocabulary Continuous Speech Regognition", Speech Communication, (2): 142-160, 2005.
11. Povey, D. "Discriminative Training for Large Vocabulary Continuous Speech Recognition", PhD Thesis, University of Cambridge, 2004.
12. Arslan, L.M. and Hansen, J.H.L. "Selective Training for Hidden Markov Models with Applications to Speech Classification", IEEE Trans. Speech and Audio Processing, Vol. 7 (1):46-54, 1999.