메뉴 건너뛰기




Volumn 21, Issue 11, 2013, Pages 2290-2300

Large vocabulary speech recognition on parallel architectures

Author keywords

GPU; multicore; parallel; speech recognition

Indexed keywords

GPU; GRAPHICS PROCESSING UNIT; INTEGRATION CAPACITY; LARGE VOCABULARY SPEECH RECOGNITION; MULTI CORE; MULTI-CORE PROCESSOR ARCHITECTURES; PARALLEL; PARALLEL IMPLEMENTATIONS;

EID: 84886675337     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2013.2271591     Document Type: Article
Times cited : (4)

References (37)
  • 5
    • 70450160973 scopus 로고    scopus 로고
    • A fully parallel WFSTbased large vocabulary continuous speech recognition on a graphics processing unit
    • Sep. 6-10
    • J. Chong, E. Gonina, Y. Yi, and K. Keutzer, A fully parallel WFSTbased large vocabulary continuous speech recognition on a graphics processing unit, in Proc. 10th Annu. Conf. Int. Commun. Assoc. (Interspeech), Sep. 6-10, 2009, pp. 1183-1186.
    • (2009) Proc. 10th Annu. Conf. Int. Commun. Assoc. (Interspeech) , pp. 1183-1186
    • Chong, J.1    Gonina, E.2    Yi, Y.3    Keutzer, K.4
  • 6
    • 79959842893 scopus 로고    scopus 로고
    • Exploring recognition network representations for efficient speech inference on highly parallel platforms
    • J. Chong, E. Gonina, K. You, and K. Keutzer, Exploring recognition network representations for efficient speech inference on highly parallel platforms, in Proc. 11th Annu. Conf. Int. Commun. Assoc. (Interspeech), Sep. 26-30, 2010, pp. 1489-1492.
    • Proc. 11th Annu. Conf. Int. Commun. Assoc. (Interspeech), Sep , vol.26-30 , Issue.2010 , pp. 1489-1492
    • Chong, J.1    Gonina, E.2    You, K.3    Keutzer, K.4
  • 8
    • 84886683121 scopus 로고    scopus 로고
    • CUDA
    • CUDA [Online]. Available: http://www.nvidia.com/object/cuda home. html
  • 13
    • 67349241918 scopus 로고    scopus 로고
    • Harnessing graphics processors for the fast computation of acoustic likelihoods in speech recognition
    • P. R. Dixon, T. Oonishi, and S. Furui, Harnessing graphics processors for the fast computation of acoustic likelihoods in speech recognition, Comput. Speech Lang., vol. 23, no. 4, pp. 510-526, 2009.
    • (2009) Comput. Speech Lang , vol.23 , Issue.4 , pp. 510-526
    • Dixon, P.R.1    Oonishi, T.2    Furui, S.3
  • 14
    • 77949365256 scopus 로고    scopus 로고
    • Three-layer optimizations for fast GMM computations on GPU-like parallel processors
    • Dec. 13-17
    • K. Gupta and J. D. Owens, Three-layer optimizations for fast GMM computations on GPU-like parallel processors, in Proc. IEEE Workshop Autom. Speech Recogn. Understand. ASRU '09, Dec. 13-17, 2009, pp. 146-151.
    • (2009) Proc IEEE Workshop Autom. Speech Recogn. Understand. ASRU '09 , pp. 146-151
    • Gupta, K.1    Owens, J.D.2
  • 15
    • 84858033932 scopus 로고    scopus 로고
    • Compute & Memory optimizations for high-quality speech recognition on low-end GPU processors
    • Dec
    • K. Gupta and J. D. Owens, Compute & Memory optimizations for high-quality speech recognition on low-end GPU processors, Proc. 18th Int. Conf. High Perform. Comput. (HiPC), pp. 1-10, Dec. 18-21, 2011.
    • (2011) Proc. 18th Int. Conf. High Perform. Comput. (HiPC) , vol.18-21 , pp. 1-10
    • Gupta, K.1    Owens, J.D.2
  • 16
    • 38349041620 scopus 로고    scopus 로고
    • Accelerating large graph algorithms on the GPU using CUDA
    • Dec. 19-22, Springer-Verlag
    • P. Harish and P. J. Narayanan, Accelerating large graph algorithms on the GPU using CUDA, in Proc. 14th Int. Conf. High Perform. Comput. (HiPC), Dec. 19-22, 2007, pp. 197-208, Springer-Verlag.
    • (2007) Proc. 14th Int. Conf. High Perform. Comput. (HiPC) , pp. 197-208
    • Harish, P.1    Narayanan, P.J.2
  • 21
    • 84878380660 scopus 로고    scopus 로고
    • Efficient on-The-fly hypothesis rescoring in a hybrid GPU/CPU-based large vocabulary continuous speech recognition engine
    • J. Kim, J. Chong, and I. R. Lane, Efficient on-the-fly hypothesis rescoring in a hybrid GPU/CPU-based large vocabulary continuous speech recognition engine, in Proc. 13th Annu. Conf. Int. Commun. Assoc. (Interspeech), Sep. 9-13, 2012.
    • Proc. 13th Annu. Conf. Int. Commun. Assoc. (Interspeech), Sep , vol.9-13 , pp. 2012
    • Kim, J.1    Chong, J.2    Lane, I.R.3
  • 22
    • 84867594382 scopus 로고    scopus 로고
    • Multi-user Real-time speech recognition with a GPU
    • Speech, Signal Process., Mar
    • J. Kim and W. Sung, Multi-user Real-time speech recognition with a GPU, in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., Mar. 25-30, 2012, pp. 1617-1620.
    • (2012) Proc IEEE Int. Conf. Acoust , vol.25-30 , pp. 1617-1620
    • Kim, J.1    Sung, W.2
  • 23
    • 80051654645 scopus 로고    scopus 로고
    • H- and C-level WFST-based large vocabulary continuous speech recognition on graphics processing units
    • May 22-27
    • J. Kim, K. You, and W. Sung, H- and C-level WFST-based large vocabulary continuous speech recognition on graphics processing units, in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), May 22-27, 2011, pp. 1733-1736.
    • (2011) Proc IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP) , pp. 1733-1736
    • Kim, J.1    You, K.2    Sung, W.3
  • 24
    • 79959813918 scopus 로고    scopus 로고
    • Accelerating hierachical acoustic likelihood computation on graphics processors
    • Sep
    • P. Kveton andM. Novak, Accelerating hierachical acoustic likelihood computation on graphics processors, in Proc. 11th Annu. Conf. Int. Commun. Assoc. (Interspeech), Sep. 26-30, 2010, pp. 350-353.
    • (2010) Proc. 11th Annu. Conf. Int. Commun. Assoc. (Interspeech) , vol.26-30 , pp. 350-353
    • Kveton, P.1    Novak, M.2
  • 25
    • 34147120152 scopus 로고    scopus 로고
    • Challenges in parallel graph processing
    • DOI 10.1142/S0129626407002843, PII S0129626407002843
    • A. Lumsdaine, D. Gregor, B. Hendrickson, and J. W. Berry, Challenges in parallel graph processing, Parallel Process. Lett., pp. 5-20, 2007. (Pubitemid 46573923)
    • (2007) Parallel Processing Letters , vol.17 , Issue.1 , pp. 5-20
    • Lumsdaine, A.1    Gregor, D.2    Hendrickson, B.3    Berry, J.4
  • 26
    • 0348198473 scopus 로고    scopus 로고
    • Finite-state transducers in language and speech processing
    • Jun
    • M. Mohri, Finite-state transducers in language and speech processing, Comput. Linguist., vol. 23, no. 2, pp. 269-311, Jun. 1997.
    • (1997) Comput. Linguist , vol.23 , Issue.2 , pp. 269-311
    • Mohri, M.1
  • 27
  • 30
    • 84255177123 scopus 로고    scopus 로고
    • Deep and wide: Multiple layers in automatic speech recognition
    • Jan
    • N. Morgan, Deep and Wide: Multiple Layers in Automatic Speech Recognition, IEEE Trans. Audio, Speech, Lang. Process., vol. 20, no. 1, pp. 7-13, Jan. 2012.
    • (2012) IEEE Trans. Audio, Speech, Lang. Process , vol.20 , Issue.1 , pp. 7-13
    • Morgan, N.1
  • 32
    • 79959834593 scopus 로고    scopus 로고
    • Parallel Lexicaltree based LVCSR on Multi-core processors
    • Sep
    • N. Parihar, R. Schluter,D. Rybach, and E.A. Hansen, Parallel Lexicaltree based LVCSR on Multi-core processors, in Proc. Interspeech, Sep. 26-30, 2010, pp. 1485-1488.
    • (2010) Proc. Interspeech , vol.26-30 , pp. 1485-1488
    • Parihar, N.1    Schluterd. Rybach, R.2    Hansen, E.A.3
  • 33
    • 0026368475 scopus 로고
    • Algorithms for an optimal A, search and linearizing the search in the stack decoder
    • D. B. Paul, Algorithms for an optimal A, search and linearizing the search in the stack decoder, in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., 1991, vol. 1.
    • (1991) Proc IEEE Int. Conf. Acoust., Speech, Signal Process , vol.1
    • Paul, D.B.1
  • 34
    • 0032679628 scopus 로고    scopus 로고
    • Parallel speech recognition
    • Aug
    • S. Phillips and A. Roggers, Parallel speech recognition, Int. J. Parallel Program., vol. 27, no. 4, pp. 257-288, Aug. 1999.
    • (1999) Int. J. Parallel Program , vol.27 , Issue.4 , pp. 257-288
    • Phillips, S.1    Roggers, A.2
  • 36
    • 84859956730 scopus 로고    scopus 로고
    • Optimized acoustic likelihoods computation for NVIDIA and ATI/AMD graphics processors
    • Aug. 2012
    • J. Vanek, J. Trmal, J. V. Psutka, and J. Psutka, Optimized acoustic likelihoods computation for NVIDIA and ATI/AMD graphics processors, IEEE Trans. Audio, Speech, Lang. Process., vol. 20, no. 6, pp. 1818-1828, Aug. 2012.
    • IEEE Trans. Audio, Speech, Lang. Process , vol.20 , Issue.6 , pp. 1818-1828
    • Vanek, J.1    Trmal, J.2    Psutka, J.V.3    Psutka, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.