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Volumn 15, Issue 7, 2007, Pages 2053-2062

Spoken language recognition using ensemble classifiers

Author keywords

Component classifier selection; Ensemble classifiers; Output codes; Spoken language recognition

Indexed keywords

BINARY CLASSIFICATIONS; BINARY CLASSIFIERS; CEPSTRAL FEATURES; CODING STRATEGIES; COMPONENT CLASSIFIER SELECTION; ENSEMBLE CLASSIFIERS; FEATURE VECTORS; HIGH-DIMENSIONAL; LANGUAGE RECOGNITION; LOW-DIMENSIONAL SPACES; MULTI CLASS; OUTPUT CODES; POLYNOMIAL EXPANSIONS; SPEECH UTTERANCES; SPOKEN LANGUAGE RECOGNITION;

EID: 60849102345     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2007.902861     Document Type: Article
Times cited : (30)

References (28)
  • 2
    • 0029733178 scopus 로고    scopus 로고
    • Comparison of four approaches to automatic language identification of telephone speech
    • Jan
    • M. A. Zissman, "Comparison of four approaches to automatic language identification of telephone speech," IEEE Trans. Speech Audio Process., vol. 4, no. 1, pp. 31-44, Jan. 1996.
    • (1996) IEEE Trans. Speech Audio Process , vol.4 , Issue.1 , pp. 31-44
    • Zissman, M.A.1
  • 4
    • 85009275225 scopus 로고    scopus 로고
    • P. A. Torres-Carrasquillo, E. Singer, M. A. Kohler, R. J. Greene, D. A. Reynolds, and J. R. Deller, Jr., Approaches to language identification using Gaussian mixture models and shifted delta cepstral features, in Proc. ICSLP, 2002, pp. 89-92.
    • P. A. Torres-Carrasquillo, E. Singer, M. A. Kohler, R. J. Greene, D. A. Reynolds, and J. R. Deller, Jr., "Approaches to language identification using Gaussian mixture models and shifted delta cepstral features," in Proc. ICSLP, 2002, pp. 89-92.
  • 5
    • 84863902506 scopus 로고
    • Recent improvements in an approach to segment-based automatic language identification
    • T. J. Hazen and V. W. Zue, "Recent improvements in an approach to segment-based automatic language identification," in Proc. ICSLP, 1994, pp. 1883-1886.
    • (1994) Proc. ICSLP , pp. 1883-1886
    • Hazen, T.J.1    Zue, V.W.2
  • 6
    • 0004694842 scopus 로고
    • Analysis of phoneme-based features for language identification
    • K. M. Berkling and E. Barnard, "Analysis of phoneme-based features for language identification," in Proc. ICASSP, 1994, pp. 289-292.
    • (1994) Proc. ICASSP , pp. 289-292
    • Berkling, K.M.1    Barnard, E.2
  • 7
    • 85135152779 scopus 로고
    • Language identification of six languages based on a common set of broad phonemes
    • K. M. Berkling and E. Barnard, "Language identification of six languages based on a common set of broad phonemes," in Proc. ICSLP, 1994, pp. 1891-1894.
    • (1994) Proc. ICSLP , pp. 1891-1894
    • Berkling, K.M.1    Barnard, E.2
  • 9
    • 33947677598 scopus 로고    scopus 로고
    • A phonotactic language model for spoken language identification
    • H. Li and B. Ma, "A phonotactic language model for spoken language identification," in Proc. ACL, 2005, pp. 515-522.
    • (2005) Proc. ACL , pp. 515-522
    • Li, H.1    Ma, B.2
  • 10
    • 33745197752 scopus 로고    scopus 로고
    • An acoustic segment modeling approach to automatic language identification
    • B. Ma, H. Li, and C.-H. Lee, "An acoustic segment modeling approach to automatic language identification," in Proc. Interspeech, 2005, pp. 2829-2832.
    • (2005) Proc. Interspeech , pp. 2829-2832
    • Ma, B.1    Li, H.2    Lee, C.-H.3
  • 11
    • 27644526080 scopus 로고    scopus 로고
    • Language recognition using phone lattices
    • J. L. Gauvain, A. Messaoudi, and H. Schwenk, "Language recognition using phone lattices," in Proc. ICSLP, 2004, pp. 1215-1218.
    • (2004) Proc. ICSLP , pp. 1215-1218
    • Gauvain, J.L.1    Messaoudi, A.2    Schwenk, H.3
  • 12
    • 33947644912 scopus 로고    scopus 로고
    • Integrating acoustic, prosodic and phonotactic features for spoken language identification
    • R. Tong, B. Ma, D. Zhu, H. Li, and E. S. Chng, "Integrating acoustic, prosodic and phonotactic features for spoken language identification," in Proc. ICASSP, 2006, pp. 205-208.
    • (2006) Proc. ICASSP , pp. 205-208
    • Tong, R.1    Ma, B.2    Zhu, D.3    Li, H.4    Chng, E.S.5
  • 13
    • 34547502608 scopus 로고    scopus 로고
    • A vector space modeling approach to spoken language identification
    • Jan
    • H. Li, B. Ma, and C.-H. Lee, "A vector space modeling approach to spoken language identification," IEEE Trans. Audio, Speech, Language Process., vol. 15, no. 1, pp. 271-284, Jan. 2007.
    • (2007) IEEE Trans. Audio, Speech, Language Process , vol.15 , Issue.1 , pp. 271-284
    • Li, H.1    Ma, B.2    Lee, C.-H.3
  • 14
    • 0000274403 scopus 로고    scopus 로고
    • Exploiting latent semantic information in statistical language modeling
    • Aug
    • J. R. Bellegarda, "Exploiting latent semantic information in statistical language modeling," Proc. IEEE, vol. 88, no. 8, pp. 1279-1296, Aug. 2000.
    • (2000) Proc. IEEE , vol.88 , Issue.8 , pp. 1279-1296
    • Bellegarda, J.R.1
  • 15
    • 10844223124 scopus 로고    scopus 로고
    • Vector space models for search and cluster mining
    • M. W. Berry, Ed. New York: Springer
    • M. Kobayashi and M. Aono, "Vector space models for search and cluster mining," in Survey of Text Mining, M. W. Berry, Ed. New York: Springer, 2003.
    • (2003) Survey of Text Mining
    • Kobayashi, M.1    Aono, M.2
  • 16
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error-correcting output codes
    • T. G. Dietterich and G. Bakiri, "Solving multiclass learning problems via error-correcting output codes," J. Artif. Intell. Res., vol. 2, pp. 263-286, 1995.
    • (1995) J. Artif. Intell. Res , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 17
    • 34547504398 scopus 로고    scopus 로고
    • Improved output coding for classification using continuous relaxation
    • K. Crammer and Y. Singer, "Improved output coding for classification using continuous relaxation," in Proc. NIPS, 2000, pp. 437-443.
    • (2000) Proc. NIPS , pp. 437-443
    • Crammer, K.1    Singer, Y.2
  • 19
    • 33745184661 scopus 로고    scopus 로고
    • A text-categorization approach to spoken language identification
    • S. Gao, B. Ma, H. Li, and C.-H. Lee, "A text-categorization approach to spoken language identification," in Proc. Interspeeh, 2005, pp. 2837-2840.
    • (2005) Proc. Interspeeh , pp. 2837-2840
    • Gao, S.1    Ma, B.2    Li, H.3    Lee, C.-H.4
  • 21
    • 21844475661 scopus 로고    scopus 로고
    • Dimension reduction in text classification with support vector machines
    • H. Kim, P. Howland, and H. Park, "Dimension reduction in text classification with support vector machines," J. Mach. Learning Res., vol. 6, pp. 37-53, 2005.
    • (2005) J. Mach. Learning Res , vol.6 , pp. 37-53
    • Kim, H.1    Howland, P.2    Park, H.3
  • 22
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Berlin, Germany
    • T. Joachims, "Text categorization with support vector machines: Learning with many relevant features," in Proc Eur. Conf. Mach. Learning, Berlin, Germany, 1998, pp. 137-142.
    • (1998) Proc Eur. Conf. Mach. Learning , pp. 137-142
    • Joachims, T.1
  • 23
    • 0002176788 scopus 로고    scopus 로고
    • MAT-A project to collect Mandarin speech data through telephone networks in Taiwan
    • H.-C. Wang, "MAT-A project to collect Mandarin speech data through telephone networks in Taiwan," Int. J. Comput. Ling. Chinese Lang. Process, vol. 2, no. 1, pp. 73-89, 1997.
    • (1997) Int. J. Comput. Ling. Chinese Lang. Process , vol.2 , Issue.1 , pp. 73-89
    • Wang, H.-C.1
  • 24
    • 33947667903 scopus 로고    scopus 로고
    • The contribution of cepstral and stylistic features to SRI's NIST speaker recognition evaluation system
    • L. Ferrer, E. Shriberg, S. S. Kajarekar, A. Stolcke, K. Sonmez, A. Venkatarman, and H. Bratt, "The contribution of cepstral and stylistic features to SRI's NIST speaker recognition evaluation system," in Proc. ICASSP, 2006, pp. 101-104.
    • (2006) Proc. ICASSP , pp. 101-104
    • Ferrer, L.1    Shriberg, E.2    Kajarekar, S.S.3    Stolcke, A.4    Sonmez, K.5    Venkatarman, A.6    Bratt, H.7
  • 25
    • 33947660079 scopus 로고    scopus 로고
    • Discriminative training techniques for acoustic language identification
    • L. Burget, P. Matejka, and J. Cernocky, "Discriminative training techniques for acoustic language identification," in Proc. ICASSP, 2006, pp. 209-212.
    • (2006) Proc. ICASSP , pp. 209-212
    • Burget, L.1    Matejka, P.2    Cernocky, J.3
  • 27
    • 33645887246 scopus 로고    scopus 로고
    • Support vector machines using GMM supervectors for speaker verification
    • May
    • W. M. Campbell, D. E. Sturim, and D. A. Reynolds, "Support vector machines using GMM supervectors for speaker verification," Proc. IEEE Signal Process. Lett., vol. 13, no. 5, pp. 308-311, May 2006.
    • (2006) Proc. IEEE Signal Process. Lett , vol.13 , Issue.5 , pp. 308-311
    • Campbell, W.M.1    Sturim, D.E.2    Reynolds, D.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.