메뉴 건너뛰기




Volumn , Issue , 2013, Pages 2355-2359

Discriminative training of acoustic models for system combination

Author keywords

Boosting; Discriminative training; Margin training; MMI; System combination

Indexed keywords

COMPUTER APPLICATIONS; COMPUTER SIMULATION;

EID: 84893695671     PISSN: 2308457X     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (4)

References (30)
  • 2
    • 85032750905 scopus 로고    scopus 로고
    • Discriminative learning in sequential pattern recognition
    • 9
    • X. He, L. Deng, and W. Chou, "Discriminative learning in sequential pattern recognition, " IEEE Signal Processing Magazine, vol. 25, pp. 14-36, 2008. 9.
    • (2008) IEEE Signal Processing Magazine , vol.25 , pp. 14-36
    • He, X.1    Deng, L.2    Chou, W.3
  • 3
    • 0022890536 scopus 로고
    • Maximum mutual information estimation of hidden Markov model parameters for speech recognition
    • L. Bahl, P. Brown, P. de Souza, and R. Mercer, "Maximum mutual information estimation of hidden Markov model parameters for speech recognition, " in Proceedings ICASSP, vol. 11, pp. 49-52, 1986.
    • (1986) Proceedings ICASSP , vol.11 , pp. 49-52
    • Bahl, L.1    Brown, P.2    De Souza, P.3    Mercer, R.4
  • 4
    • 0036296863 scopus 로고    scopus 로고
    • Minimum phone error and ismoothing for improved discriminative training
    • D. Povey and P. Woodland, "Minimum phone error and Ismoothing for improved discriminative training, " in Proceedings ICASSP, vol. I, pp. 105-108, 2002.
    • (2002) Proceedings ICASSP , vol.1 , pp. 105-108
    • Povey, D.1    Woodland, P.2
  • 6
    • 78049409757 scopus 로고    scopus 로고
    • Discriminative training based on an integrated view of MPE and MMI in margin and error space
    • E. McDermott, S. Watanabe, and A. Nakamura, "Discriminative training based on an integrated view of MPE and MMI in margin and error space, " in Proceedings ICASSP, pp. 4894-4897, 2010.
    • (2010) Proceedings ICASSP , pp. 4894-4897
    • McDermott, E.1    Watanabe, S.2    Nakamura, A.3
  • 7
    • 85032751713 scopus 로고    scopus 로고
    • Discriminative training for automatic speech recognition: Modeling, criteria, optimization, implementation, and performance
    • 11
    • G. Heigold, H. J. Ney, R. Schl̈uter, and S. Wiesler, "Discriminative training for automatic speech recognition: Modeling, criteria, optimization, implementation, and performance, " IEEE Signal Processing Magazine, vol. 29, pp. 58-69, 2012. 11.
    • (2012) IEEE Signal Processing Magazine , vol.29 , pp. 58-69
    • Heigold, G.1    Ney, H.J.2    Schl̈uter, R.3    Wiesler, S.4
  • 8
    • 85032751545 scopus 로고    scopus 로고
    • Structured discriminative models for speech recognition: An overview
    • 11
    • M. Gales, S. Watanabe, and E. Fosler-Lussier, "Structured discriminative models for speech recognition: An overview, " IEEE Signal Processing Magazine, vol. 29, pp. 70-81, 2012. 11.
    • (2012) IEEE Signal Processing Magazine , vol.29 , pp. 70-81
    • Gales, M.1    Watanabe, S.2    Fosler-Lussier, E.3
  • 9
    • 0030638031 scopus 로고    scopus 로고
    • A post-processing system to yield reduced error word rates: Recognizer output voting error reduction (rover)
    • J. Fiscus, "A post-processing system to yield reduced error word rates: Recognizer output voting error reduction (ROVER), " in Proceedings ASRU, pp. 347-354, 1997.
    • (1997) Proceedings ASRU , pp. 347-354
    • Fiscus, J.1
  • 11
    • 44849087216 scopus 로고    scopus 로고
    • Frame based system combination and a comparison with weighted ROVER and CNC
    • B. Hoffmeister, T. Klein, R. Schlüter, and H. Ney, "Frame based system combination and a comparison with weighted ROVER and CNC, " in Proceedings ICSLP, pp. 537-540, 2006.
    • (2006) Proceedings ICSLP , pp. 537-540
    • Hoffmeister, B.1    Klein, T.2    Schlüter, R.3    Ney, H.4
  • 12
    • 84866874722 scopus 로고    scopus 로고
    • Strategies for model training and adaptation based on data dependency control
    • T. Shinozaki and S. Furui, "Strategies for model training and adaptation based on data dependency control, " APSIPA Overview, 2011.
    • (2011) APSIPA Overview
    • Shinozaki, T.1    Furui, S.2
  • 13
    • 33646818291 scopus 로고    scopus 로고
    • Constructing ensembles of ASR systems using randomized decision trees
    • O. Siohan, B. Ramabhadran, and B. Kingsbury, "Constructing ensembles of ASR systems using randomized decision trees, " in Proceedings ICASSP, pp. 197-200, 2005.
    • (2005) Proceedings ICASSP , pp. 197-200
    • Siohan, O.1    Ramabhadran, B.2    Kingsbury, B.3
  • 14
    • 34547541480 scopus 로고    scopus 로고
    • Generating complementary systems for speech recognition
    • C. Breslin and M. Gales, "Generating complementary systems for speech recognition, " in Proceedings ICASSP, pp. 337-340, 2007.
    • (2007) Proceedings ICASSP , pp. 337-340
    • Breslin, C.1    Gales, M.2
  • 15
    • 78049386242 scopus 로고    scopus 로고
    • Toward robust learning of the Gaussian mixture state emission densities for hidden Markov models
    • H. Tang, M. Hasegawa-Johnson, and T. S. Huang, "Toward robust learning of the Gaussian mixture state emission densities for hidden Markov models, " in Proceedings ICASSP, pp. 5242-5245, 2010.
    • (2010) Proceedings ICASSP , pp. 5242-5245
    • Tang, H.1    Hasegawa-Johnson, M.2    Huang, T.S.3
  • 16
  • 17
    • 0031211090 scopus 로고    scopus 로고
    • A dicision-theoretic generalisation of online learning and an application to boosting
    • 8
    • Y. Freund and R. Schapire, "A dicision-theoretic generalisation of online learning and an application to boosting, " Journal of Computer and System Sciences, vol. 55, pp. 119-139, 1997. 8.
    • (1997) Journal of Computer and System Sciences , vol.55 , pp. 119-139
    • Freund, Y.1    Schapire, R.2
  • 19
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • J. Friedman, T. Hestie, and R. Tibshirani, "Additive logistic regression: A statistical view of boosting, " Annals of Statistics, vol. 28, pp. 337-407, 2000.
    • (2000) Annals of Statistics , vol.28 , pp. 337-407
    • Friedman, J.1    Hestie, T.2    Tibshirani, R.3
  • 21
    • 0026372945 scopus 로고
    • An improved mmie training algorithm for speaker-independent, small vocabulary, continuous speech recognition
    • Y. Normandin and S. D. Morgera, "An improved MMIE training algorithm for speaker-independent, small vocabulary, continuous speech recognition, " in Proceedings ICASSP, vol. 1, pp. 537-540, 1991.
    • (1991) Proceedings ICASSP , vol.1 , pp. 537-540
    • Normandin, Y.1    Morgera, S.D.2
  • 25
    • 84890503970 scopus 로고    scopus 로고
    • Effectiveness of discriminative training and feature transformation for reverberated and noisy speech
    • Y. Tachioka, S. Watanabe, and J. Hershey, "Effectiveness of discriminative training and feature transformation for reverberated and noisy speech, " in Proceedings ICASSP, 2013.
    • (2013) Proceedings ICASSP
    • Tachioka, Y.1    Watanabe, S.2    Hershey, J.3
  • 26
    • 85017287487 scopus 로고
    • Linear discriminant analysis for improved large vocabulary continuous speech recognition
    • R. Haeb-Umbach and H. Ney, "Linear discriminant analysis for improved large vocabulary continuous speech recognition, " in Proceedings ICASSP, pp. 13-16, 1992.
    • (1992) Proceedings ICASSP , pp. 13-16
    • Haeb-Umbach, R.1    Ney, H.2
  • 27
    • 84892187452 scopus 로고    scopus 로고
    • Maximum likelihood modeling with gaussian distributions for classification
    • R. Gopinath, "Maximum likelihood modeling with Gaussian distributions for classification, " in Proceedings ICASSP, pp. 661- 664, 1998.
    • (1998) Proceedings ICASSP , pp. 661-664
    • Gopinath, R.1
  • 28
    • 0032638856 scopus 로고    scopus 로고
    • Semi-tied covariance matrices for hidden Markov models
    • 3
    • M. Gales, "Semi-tied covariance matrices for hidden Markov models, " IEEE Transactions on Speech and Audio Processing, vol. 7, pp. 272-281, 1999. 3.
    • (1999) IEEE Transactions on Speech and Audio Processing , vol.7 , pp. 272-281
    • Gales, M.1
  • 30
    • 0032050110 scopus 로고    scopus 로고
    • Maximum likelihood linear transformations for HMM-based speech recognition
    • M. Gales, "Maximum likelihood linear transformations for HMM-based speech recognition, " Computer Speech and Language, vol. 12, pp. 75-98, 1998.
    • (1998) Computer Speech and Language , vol.12 , pp. 75-98
    • Gales, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.