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Volumn , Issue , 2012, Pages 4753-4756

Discriminative feature transforms using differenced maximum mutual information

Author keywords

differenced MMI; discriminative feature transforms; discriminative training; Speech recognition

Indexed keywords

ACOUSTIC FEATURES; ACOUSTIC MODEL; DIFFERENCED MMI; DISCRIMINATIVE FEATURES; DISCRIMINATIVE TRAINING; FEATURE COMPENSATION; FEATURE TRANSFORM; FEATURE TRANSFORMATIONS; GAUSSIAN MIXTURE MODEL; GAUSSIANS; MAXIMUM MUTUAL INFORMATION; MINIMUM PHONE ERROR; NOISY SPEECH RECOGNITION; POSTERIOR PROBABILITY; RECOGNITION PERFORMANCE;

EID: 84867593229     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6288981     Document Type: Conference Paper
Times cited : (4)

References (16)
  • 1
    • 0024076692 scopus 로고
    • On a model robust training method for speech recognition
    • Nadas, A., Nahamoo, D. and Picheny, M. A., "On a model robust training method for speech recognition," IEEE Trans. ASSP, vol. 39, no. 9, pp. 1432 - 1435, 1988.
    • (1988) IEEE Trans. ASSP , vol.39 , Issue.9 , pp. 1432-1435
    • Nadas, A.1    Nahamoo, D.2    Picheny, M.A.3
  • 2
    • 0036296863 scopus 로고    scopus 로고
    • Minimum phone error and I-smoothing for improved discriminative training
    • Povey, D. and Woodland, P., "Minimum phone error and I-smoothing for improved discriminative training," In Proc. ICASSP'02, vol. 1, pp. 105-108 , 2002.
    • (2002) Proc. ICASSP'02 , vol.1 , pp. 105-108
    • Povey, D.1    Woodland, P.2
  • 3
    • 0036293856 scopus 로고    scopus 로고
    • Discriminative training of language models for speech recognition
    • Kuo, H.-K. J., Fosler-Lussier, E., Jiang, H. and Lee, C.-H., "Discriminative training of language models for speech recognition," In proc. ICASSP'02, vol.1, pp. 325-328, 2002.
    • (2002) Proc. ICASSP'02 , vol.1 , pp. 325-328
    • Kuo, H.-K.J.1    Fosler-Lussier, E.2    Jiang, H.3    Lee, C.-H.4
  • 4
    • 33646788786 scopus 로고    scopus 로고
    • FMPE: Discriminatively trained features for speech recognition
    • Povey, D., "fMPE: discriminatively trained features for speech recognition," In Proc. ICASSP'05, pp. 961-964, 2005.
    • (2005) Proc. ICASSP'05 , pp. 961-964
    • Povey, D.1
  • 5
    • 33745216251 scopus 로고    scopus 로고
    • Maximum mutual information SPLICE transform for seen and unseen conditions
    • Droppo, J. and Acero, A., "Maximum mutual information SPLICE transform for seen and unseen conditions," In Proc. Interspeech'05, pp. 989-992, 2005.
    • (2005) Proc. Interspeech'05 , pp. 989-992
    • Droppo, J.1    Acero, A.2
  • 6
    • 33947615252 scopus 로고    scopus 로고
    • Discriminatively trained region dependent transforms for speech recognition
    • Zhang, B., Matsoukas, S. and Schwartz, R., "Discriminatively trained region dependent transforms for speech recognition," In Proc. ICASSP'06, pp. 313-316, 2006.
    • (2006) Proc. ICASSP'06 , pp. 313-316
    • Zhang, B.1    Matsoukas, S.2    Schwartz, R.3
  • 8
    • 20444414457 scopus 로고    scopus 로고
    • Analysis and comparison of two speech feature extraction/compensation algorithms
    • Deng, L., Wu, J., Droppo, J. and Acero, A., "Analysis and comparison of two speech feature extraction/compensation algorithms," IEEE Signal Processing Letters, vol. 12, no. 6, pp. 477-480, 2005.
    • (2005) IEEE Signal Processing Letters , vol.12 , Issue.6 , pp. 477-480
    • Deng, L.1    Wu, J.2    Droppo, J.3    Acero, A.4
  • 9
    • 34547522070 scopus 로고    scopus 로고
    • Discriminative training for large vocabulary speech recognition using Minimum Classification Error
    • McDermott, E., Hazen, T.J., Le Roux, J., Nakamura, A. and Katagiri, S., "Discriminative training for large vocabulary speech recognition using Minimum Classification Error," IEEE Trans. ASLP, vol. 15, no. 1, pp. 203-223, 2007.
    • (2007) IEEE Trans. ASLP , vol.15 , Issue.1 , pp. 203-223
    • McDermott, E.1    Hazen, T.J.2    Le Roux, J.3    Nakamura, A.4    Katagiri, S.5
  • 10
    • 78049409757 scopus 로고    scopus 로고
    • Discriminative training based on an integrated view of MPE and MMI in margin and error space
    • McDermott, E., Watanabe, S. and Nakamura, A., "Discriminative training based on an integrated view of MPE and MMI in margin and error space," In Proc. ICASSP'10, pp. 4894-4897, 2010.
    • (2010) Proc. ICASSP'10 , pp. 4894-4897
    • McDermott, E.1    Watanabe, S.2    Nakamura, A.3
  • 11
    • 70349205533 scopus 로고    scopus 로고
    • A unified view for discriminative objective functions based on negative exponential of difference measure between strings
    • Nakamura, A., McDermott, E., Watanabe, S. and Katagiri, S., "A unified view for discriminative objective functions based on negative exponential of difference measure between strings," In Proc. ICASSP'09, pp. 1633-1636, 2009.
    • (2009) Proc. ICASSP'09 , pp. 1633-1636
    • Nakamura, A.1    McDermott, E.2    Watanabe, S.3    Katagiri, S.4
  • 12
    • 79959845286 scopus 로고    scopus 로고
    • The CHiME corpus: A resource and a challenge for computational hearing in multisource environments
    • Christensen, H., Barker, J., Ma, N., and Green, P., "The CHiME corpus: a resource and a challenge for computational hearing in multisource environments," In Proc. Interspeech'10, pp. 1918-1921, 2010.
    • (2010) Proc. Interspeech'10 , pp. 1918-1921
    • Christensen, H.1    Barker, J.2    Ma, N.3    Green, P.4
  • 13
    • 33745203493 scopus 로고    scopus 로고
    • Improved discriminative training using phone lattices
    • Zheng, J. and Stolcke, A., "Improved discriminative training using phone lattices," In Proc. Interspeech'05, pp. 2125-2128, 2005.
    • (2005) Proc. Interspeech'05 , pp. 2125-2128
    • Zheng, J.1    Stolcke, A.2
  • 14
    • 84943274699 scopus 로고
    • A direct adaptive method for faster backpropagation learning: The RPROP algorithm
    • Riedmiller, M. and Braun, H., "A direct adaptive method for faster backpropagation learning: The RPROP algorithm," In Proc. ICNN'93, pp. 586-591, 1993.
    • (1993) Proc. ICNN'93 , pp. 586-591
    • Riedmiller, M.1    Braun, H.2
  • 15
    • 84865754161 scopus 로고    scopus 로고
    • Reduction of highly nonstationary ambient noise based on spectral and locational characteristics of speech and noise for robust ASR
    • Nakatani, T., Araki, S., Delcroix, M., Yoshioka, T. and Fujimoto, M., "Reduction of highly nonstationary ambient noise based on spectral and locational characteristics of speech and noise for robust ASR," In Proc. Interspeech'11, 2011.
    • Proc. Interspeech'11, 2011
    • Nakatani, T.1    Araki, S.2    Delcroix, M.3    Yoshioka, T.4    Fujimoto, M.5
  • 16
    • 45849093239 scopus 로고    scopus 로고
    • Efficient-WFST-based one-pass decoding with on-the-fly hypothesis rescoring in extremely large vocabulary continuous speech recognition
    • Hori, T., Hori, C., Minami, Y. and Nakamura, A., " Efficient-WFST-based one-pass decoding with on-the-fly hypothesis rescoring in extremely large vocabulary continuous speech recognition," IEEE Trans. ASLP, vol. 15, no. 4, pp. 1352-1365, 2007.
    • (2007) IEEE Trans. ASLP , vol.15 , Issue.4 , pp. 1352-1365
    • Hori, T.1    Hori, C.2    Minami, Y.3    Nakamura, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.