메뉴 건너뛰기




Volumn , Issue , 2012, Pages 4273-4276

Understanding how deep belief networks perform acoustic modelling

Author keywords

acoustic modeling; Deep belief networks; neural networks

Indexed keywords

ACOUSTIC MODELING; ACOUSTIC MODELLING; DEEP BELIEF NETWORKS; FEATURE VECTORS; GAUSSIAN MIXTURE MODEL; HIDDEN LAYERS; MULTIPLE SCALE; PHONE RECOGNITION; RECOGNITION PERFORMANCE;

EID: 84867585919     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6288863     Document Type: Conference Paper
Times cited : (267)

References (9)
  • 2
    • 0033709098 scopus 로고    scopus 로고
    • Tandem connectionist feature extraction for conventional HMM systems
    • H. Hermansky, D. Ellis, and S. Sharma, "Tandem connectionist feature extraction for conventional HMM systems," in ICASSP, 2000, pp. 1635-1638.
    • (2000) ICASSP , pp. 1635-1638
    • Hermansky, H.1    Ellis, D.2    Sharma, S.3
  • 3
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • G. E. Hinton, S. Osindero, and Y.W. Teh, "A fast learning algorithm for deep belief nets," Neural Computation, vol. 18, no. 7, pp. 1527-1554, 2006.
    • (2006) Neural Computation , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.E.1    Osindero, S.2    Teh, Y.W.3
  • 6
    • 84858972572 scopus 로고    scopus 로고
    • Making deep belief networks effective for large vocabulary continuous speech recognition
    • T. N. Sainath, B. Kingsbury, B. Ramabhadran, P. Fousek, P. Novak, and A. Mohamed, "Making deep belief networks effective for large vocabulary continuous speech recognition," in ASRU, 2011.
    • (2011) ASRU
    • Sainath, T.N.1    Kingsbury, B.2    Ramabhadran, B.3    Fousek, P.4    Novak, P.5    Mohamed, A.6
  • 7
    • 0028516073 scopus 로고
    • How do humans process and recognize speech?
    • J.B. Allen, "How do humans process and recognize speech?," IEEE Trans. Speech Audio Processing, vol. 2, no. 4, pp. 567-577, 1994.
    • (1994) IEEE Trans. Speech Audio Processing , vol.2 , Issue.4 , pp. 567-577
    • Allen, J.B.1
  • 8
    • 0013344078 scopus 로고    scopus 로고
    • Training products of experts by minimizing contrastive divergence
    • G. E. Hinton, "Training products of experts by minimizing contrastive divergence," Neural Computation, vol. 14, no. 8, pp. 1711-1800, 2002.
    • (2002) Neural Computation , vol.14 , Issue.8 , pp. 1711-1800
    • Hinton, G.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.