메뉴 건너뛰기




Volumn , Issue , 2014, Pages 905-909

Robust CNN-based speech recognition with Gabor filter kernels

Author keywords

Aurora 4; Convolutional neural network; Gabor filter; Speech recognition

Indexed keywords

BACKPROPAGATION; CONVOLUTION; GABOR FILTERS; NETWORK ARCHITECTURE; NEURAL NETWORKS; SPEECH; SPEECH COMMUNICATION;

EID: 84910036228     PISSN: 2308457X     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (75)

References (26)
  • 6
    • 84890492030 scopus 로고    scopus 로고
    • An investigation of deep neural networks for noise robust speech recognition
    • M. Seltzer, D. Yu and Y. Wang, "An investigation of deep neural networks for noise robust speech recognition" in Proc. ICASSP, pp. 7398-7402, 2013.
    • (2013) Proc. ICASSP , pp. 7398-7402
    • Seltzer, M.1    Yu, D.2    Wang, Y.3
  • 7
    • 84906214784 scopus 로고    scopus 로고
    • Exploring convolutional neural network structures and optimization for speech recognition
    • O. Abdel-Hamid, L. Deng, and D. Yu. "Exploring convolutional neural network structures and optimization for speech recognition, " Proc. Interspeech, 2013.
    • (2013) Proc. Interspeech
    • Abdel-Hamid, O.1    Deng, L.2    Yu, D.3
  • 10
    • 84867602181 scopus 로고    scopus 로고
    • Easy does it: Robust spectro-temporal many-stream asr without fine tuning streams
    • S.V Ravuri and N. Morgan "Easy does it: robust spectro-temporal many-stream asr without fine tuning streams", Proc. ICSASP 2012, pp. 4309-4312.
    • (2012) Proc. ICSASP , pp. 4309-4312
    • Ravuri, S.V.1    Morgan, N.2
  • 11
    • 70349223037 scopus 로고    scopus 로고
    • An auditory-based feature for robust speech recognition
    • Sep 2009
    • Y. Shao, Z. Jin, D. Wang and S. Srinivasan "An auditory-based feature for robust speech recognition" Proc. Interspeech 2009, Sep 2009, pp. 4625-4628.
    • (2009) Proc. Interspeech , pp. 4625-4628
    • Shao, Y.1    Jin, Z.2    Wang, D.3    Srinivasan, S.4
  • 12
    • 70349194599 scopus 로고    scopus 로고
    • Noise adaptive training using a vector Taylor series approach for noise robust automatic speech recognition
    • O. Kalinli, M.L. Seltzer, and A. Acero, "Noise adaptive training using a vector Taylor series approach for noise robust automatic speech recognition, " in Proc. ICASSP, 2009, pp. 3825-3828.
    • (2009) Proc. ICASSP , pp. 3825-3828
    • Kalinli, O.1    Seltzer, M.L.2    Acero, A.3
  • 13
    • 84867611164 scopus 로고    scopus 로고
    • Factor analysis based VTS discriminative adaptive training
    • IEEE
    • F. Flego and M. J. F. Gales, "Factor Analysis Based VTS Discriminative Adaptive Training" Proc. ICASSP. IEEE, 2012, pp. 4669-4672.
    • (2012) Proc. ICASSP , pp. 4669-4672
    • Flego, F.1    Gales, M.J.F.2
  • 14
    • 84867589420 scopus 로고    scopus 로고
    • Normalized amplitude modulation features for large vocabulary noise-robust speech recognition
    • March
    • H. Franco, M. Graciarena, and A. Mandal, "Normalized amplitude modulation features for large vocabulary noise-robust speech recognition", Proc. ICASSP 2012, March 2012, pp. 4117-4120.
    • (2012) Proc. ICASSP 2012 , pp. 4117-4120
    • Franco, H.1    Graciarena, M.2    Mandal, A.3
  • 16
    • 78049398950 scopus 로고    scopus 로고
    • Feature extraction for robust speech recognition based on maximizing the sharpness of the power distribution and on power flooring
    • C. Kim and R. M. Stern, "Feature extraction for robust speech recognition based on maximizing the sharpness of the power distribution and on power flooring", in Proc. ICASSP, pp. 4574-4577, 2010.
    • (2010) Proc. ICASSP , pp. 4574-4577
    • Kim, C.1    Stern, R.M.2
  • 17
    • 85009227802 scopus 로고    scopus 로고
    • Localized spectro-temporal features for automatic speech recognition
    • Sep
    • M. Kleinschmidt, "Localized spectro-temporal features for automatic speech recognition, " in Proc. of Eurospeech, 2003, Sep 2003, pp. 2573-2576.
    • (2003) Proc. of Eurospeech, 2003 , pp. 2573-2576
    • Kleinschmidt, M.1
  • 18
    • 0032658253 scopus 로고    scopus 로고
    • Temporal patterns (TRAPs) in ASR of noisy speech
    • March
    • H. Hermansky and S. Sharma, "Temporal patterns (TRAPs) in ASR of noisy speech, " Proc. ICASSP 1999, March 1999, pp. 289-292 vol. 1.
    • (1999) Proc. ICASSP 1999 , vol.1 , pp. 289-292
    • Hermansky, H.1    Sharma, S.2
  • 19
    • 33646799825 scopus 로고    scopus 로고
    • A neural network for learning long-term temporal features for speech recognition
    • March
    • B.Y. Chen, Q. Zhu, and N. Morgan, "A Neural Network for Learning Long-Term Temporal Features for Speech Recognition, " Proc. ICASSP 2005, March 2005, pp. 945-948.
    • (2005) Proc. ICASSP 2005 , pp. 945-948
    • Chen, B.Y.1    Zhu, Q.2    Morgan, N.3
  • 20
    • 84906221944 scopus 로고    scopus 로고
    • Informative spectro-temporal bottleneck features for noise-robust speech recognition
    • S.Y. Chang, N. Morgan "Informative spectro-temporal bottleneck features for noise-robust speech recognition", Proc. Interspeech 2013.
    • (2013) Proc. Interspeech
    • Chang, S.Y.1    Morgan, N.2
  • 21
    • 84890543873 scopus 로고    scopus 로고
    • Investigating deep neural network based transforms of robust audio features for LVCSR
    • E. Bocchieri and D. Dimitriadis "Investigating deep neural network based transforms of robust audio features for LVCSR" in Proc. ICASSP, pp. 6709-6713, 2013.
    • (2013) Proc. ICASSP , pp. 6709-6713
    • Bocchieri, E.1    Dimitriadis, D.2
  • 22
    • 0032203257 scopus 로고    scopus 로고
    • Gradient-based learning applied to document recognition
    • Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, "Gradient-based learning applied to document recognition, " Proceedings of the IEEE, 86(11), 2278-2324, 1998.
    • (1998) Proceedings of the IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • Lecun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 24
    • 84910089405 scopus 로고    scopus 로고
    • "Renoiser web page, " http://labrosa.ee.columbia.edu/projects/renoiser/create-wsj.html.
    • Renoiser Web Page
  • 26
    • 78650474133 scopus 로고    scopus 로고
    • A practical guide to training restricted Boltzmann machines
    • University of Toronto
    • G. Hinton, "A practical guide to training restricted Boltzmann machines, " Tech. Rep. UTML TR 2010-003, University of Toronto, 2010.
    • (2010) Tech. Rep. UTML TR 2010-003
    • Hinton, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.