메뉴 건너뛰기




Volumn 16, Issue 4, 2008, Pages 847-858

Towards link characterization from content: Recovering distributions from classifier output

Author keywords

Knowledge acquisition; Monte Carlo methods; Speech processing

Indexed keywords

BAYES ESTIMATORS; ERROR PATTERNS; LARGE DATA SETS; LOW FREQUENCIES; PATTERN CLASSIFICATIONS; RARE CLASS; ROOT MEAN SQUARED ERRORS; SPEAKER RECOGNITION; UNCERTAIN KNOWLEDGE;

EID: 64849113276     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2008.920060     Document Type: Article
Times cited : (3)

References (51)
  • 2
    • 64849097987 scopus 로고    scopus 로고
    • Coping with information overload
    • presented at, Tokyo, Japan
    • A. Gorin, "Coping with information overload," presented at die Int. Symp. Large-Scale Knowledge Res., Tokyo, Japan, 2006.
    • (2006) die Int. Symp. Large-Scale Knowledge Res
    • Gorin, A.1
  • 3
    • 85008020125 scopus 로고    scopus 로고
    • Tracking changes in language
    • Sep
    • J. Grothendieck. "Tracking changes in language," IEEE Trans. Speech Audio Process., vol. 13, no. 5, pp. 700-711, Sep. 2005.
    • (2005) IEEE Trans. Speech Audio Process , vol.13 , Issue.5 , pp. 700-711
    • Grothendieck, J.1
  • 4
    • 0002193258 scopus 로고    scopus 로고
    • Estimating the prevalence of a rare disease: Adjusted maximum likelihood, J
    • E. Rahme and L. Joseph, "Estimating the prevalence of a rare disease: Adjusted maximum likelihood," J. R. Statist. Soc: Ser. D, vol. 47, no. 1, pp. 149-158, 1998.
    • (1998) R. Statist. Soc: Ser. D , vol.47 , Issue.1 , pp. 149-158
    • Rahme, E.1    Joseph, L.2
  • 5
    • 21844462365 scopus 로고    scopus 로고
    • Tutorial on practical prediction theory for classification
    • J. Langford, "Tutorial on practical prediction theory for classification," J. Mach Learn. Res., vol. 6, pp. 273-306, 2005.
    • (2005) J. Mach Learn. Res , vol.6 , pp. 273-306
    • Langford, J.1
  • 6
    • 32344446687 scopus 로고
    • Understanding the metropolis-hastings algorithm
    • S. Chib and E. Greenberg, "Understanding the metropolis-hastings algorithm," Amer. Statist., vol. 49, pp. 327-335, 1995.
    • (1995) Amer. Statist , vol.49 , pp. 327-335
    • Chib, S.1    Greenberg, E.2
  • 8
    • 85016587886 scopus 로고
    • SWITCHBOARD: Telephone speech corpus for research and development
    • J. Godfrey, E. Holliman, and J. McDaniel, "SWITCHBOARD: Telephone speech corpus for research and development," Proc. ICASSP, vol. 1, pp. 517-520, 1992.
    • (1992) Proc. ICASSP , vol.1 , pp. 517-520
    • Godfrey, J.1    Holliman, E.2    McDaniel, J.3
  • 12
    • 0035441593 scopus 로고    scopus 로고
    • Spoken language recognition-A step towards multilinguality in speech processing
    • Sep
    • J. Navratil, "Spoken language recognition-A step towards multilinguality in speech processing," IEEE Trans. Audio Speech Process., vol. 9, no. 6, pp. 678-685, Sep. 2001.
    • (2001) IEEE Trans. Audio Speech Process , vol.9 , Issue.6 , pp. 678-685
    • Navratil, J.1
  • 13
    • 85009208002 scopus 로고    scopus 로고
    • N1ST 2003 language recognition evaluation
    • A. Martin and M. Przybocki, "N1ST 2003 language recognition evaluation," Proc. Eurospeech'03, pp. 1341-1344, 2003.
    • (2003) Proc. Eurospeech'03 , pp. 1341-1344
    • Martin, A.1    Przybocki, M.2
  • 14
    • 34047261805 scopus 로고    scopus 로고
    • An overview of automatic speaker diarization systems
    • Sep
    • S. E. Tranter and D. A. Reynolds, "An overview of automatic speaker diarization systems," IEEE Trans. Audio, Speech, Lang. Process., vol. 14, no. 5, pp. 1557-1565, Sep. 2006.
    • (2006) IEEE Trans. Audio, Speech, Lang. Process , vol.14 , Issue.5 , pp. 1557-1565
    • Tranter, S.E.1    Reynolds, D.A.2
  • 16
    • 33750032384 scopus 로고    scopus 로고
    • An introduction to conditional random fields for relational learning
    • L. Getoor and B. Taskar, Eds. Cambridge, MA: MIT Press
    • C. Sutton and A. McCallum, "An introduction to conditional random fields for relational learning," in Introduction to Statistical Relational Learning, L. Getoor and B. Taskar, Eds. Cambridge, MA: MIT Press, 2006.
    • (2006) Introduction to Statistical Relational Learning
    • Sutton, C.1    McCallum, A.2
  • 20
    • 33750283653 scopus 로고    scopus 로고
    • A preliminary performance comparison of five machine learning algorithms for practical IP traffic flow classification
    • N. Williams, S. Zander, and G. J. Armitage, "A preliminary performance comparison of five machine learning algorithms for practical IP traffic flow classification," Comput. Commun. Rev., vol. 36, no. 5, pp. 5-16, 2006.
    • (2006) Comput. Commun. Rev , vol.36 , Issue.5 , pp. 5-16
    • Williams, N.1    Zander, S.2    Armitage, G.J.3
  • 21
    • 19944406146 scopus 로고    scopus 로고
    • Accurate, scalable in-network identification of P2P traffic using application signatures
    • S. Sen, O. Spatscheck, and D. Wang, "Accurate, scalable in-network identification of P2P traffic using application signatures," Proc. WWW'04, pp. 512-521, 2004.
    • (2004) Proc. WWW'04 , pp. 512-521
    • Sen, S.1    Spatscheck, O.2    Wang, D.3
  • 24
    • 1842478680 scopus 로고    scopus 로고
    • S. Dharmapurikar, P. Krishnamurthy, T. S. Sproull, and J. W. Lock - wood, Deep packet inspection using parallel bloom filters, IEEE Micro, 24, no. 1, pp. 52-61, Jan./Feb. 2004.
    • S. Dharmapurikar, P. Krishnamurthy, T. S. Sproull, and J. W. Lock - wood, "Deep packet inspection using parallel bloom filters," IEEE Micro, vol. 24, no. 1, pp. 52-61, Jan./Feb. 2004.
  • 26
    • 0033908288 scopus 로고    scopus 로고
    • Spoken language adaptation over time and state in a natural spoken dialog system
    • Jan
    • G. Riccardi and A. Gorin, "Spoken language adaptation over time and state in a natural spoken dialog system," IEEE Trans. Speech Audio Process., vol. 8, no. 1, pp. 3-10, Jan. 2000.
    • (2000) IEEE Trans. Speech Audio Process , vol.8 , Issue.1 , pp. 3-10
    • Riccardi, G.1    Gorin, A.2
  • 27
    • 0030003962 scopus 로고    scopus 로고
    • Validation of the UK criteria for atopic dermatitis in a population setting
    • H. Williams, P. Burney, A. Pembroke, and R. Hay, "Validation of the UK criteria for atopic dermatitis in a population setting," British J. Dermatol, vol. 135, pp. 12-17, 1996.
    • (1996) British J. Dermatol , vol.135 , pp. 12-17
    • Williams, H.1    Burney, P.2    Pembroke, A.3    Hay, R.4
  • 28
    • 0022633482 scopus 로고
    • The effects of exposure misclassification on estimates of relative risk
    • K. Flegal, C. Brownie, and J. Haas, "The effects of exposure misclassification on estimates of relative risk," Amer. J. Epidemiol., no. 123. pp. 736-751, 1986.
    • (1986) Amer. J. Epidemiol , Issue.123 , pp. 736-751
    • Flegal, K.1    Brownie, C.2    Haas, J.3
  • 29
    • 0023034625 scopus 로고
    • Does breathing other people's tobacco smoke cause lung cancer?
    • N. Wald, K. Nanchahal, S. Thompson, and H. Cuckle, "Does breathing other people's tobacco smoke cause lung cancer?," British Med. J., vol. 293, pp. 1217-1222, 1986.
    • (1986) British Med. J , vol.293 , pp. 1217-1222
    • Wald, N.1    Nanchahal, K.2    Thompson, S.3    Cuckle, H.4
  • 30
    • 0023771727 scopus 로고
    • Estimation of test error rates, disease prevalence, and relative risk from misclassified data: A review
    • S. Walter and L. Irwig, "Estimation of test error rates, disease prevalence, and relative risk from misclassified data: A review," J. Clinical Epidemiol, vol. 41, pp. 923-937, 1988.
    • (1988) J. Clinical Epidemiol , vol.41 , pp. 923-937
    • Walter, S.1    Irwig, L.2
  • 31
    • 0028830661 scopus 로고
    • Bayesian estimation of disease prevalence and the parameters of diagnostic tests in the absence of a gold standard
    • L. Joseph, T. Gyorkos, and L. Coupal, "Bayesian estimation of disease prevalence and the parameters of diagnostic tests in the absence of a gold standard," Amer. J. Epidemiol, vol. 141, pp. 263-272, 1995.
    • (1995) Amer. J. Epidemiol , vol.141 , pp. 263-272
    • Joseph, L.1    Gyorkos, T.2    Coupal, L.3
  • 34
    • 33750274518 scopus 로고    scopus 로고
    • Bayesian modelling and inference on mixtures of distributions
    • New York: Elsevier-Sciences, ch. 16
    • J. Marin, K. Mengersen, and C. Robert, "Bayesian modelling and inference on mixtures of distributions," in Handbook of Statistics 25. New York: Elsevier-Sciences, 2005, ch. 16.
    • (2005) Handbook of Statistics 25
    • Marin, J.1    Mengersen, K.2    Robert, C.3
  • 36
    • 29044433376 scopus 로고    scopus 로고
    • Application-independent evaluation of speaker detection
    • N. Brummer and J. du Preez, "Application-independent evaluation of speaker detection," Comput. Speech Lang., vol. 20, no. 2-3, pp. 230-275, 2006.
    • (2006) Comput. Speech Lang , vol.20 , Issue.2-3 , pp. 230-275
    • Brummer, N.1    du Preez, J.2
  • 38
    • 0003860037 scopus 로고    scopus 로고
    • W. Gilks, S. Richardson, and D. Spiegelhalter, Eds, London, U.K, Chapman & Hall
    • W. Gilks, S. Richardson, and D. Spiegelhalter, Eds., Markov Chain Monte Carlo in Practice. London, U.K.: Chapman & Hall, 1996.
    • (1996) Markov Chain Monte Carlo in Practice
  • 39
    • 0038563932 scopus 로고    scopus 로고
    • An adaptive metropolis algorithm
    • H. Haario, E. Saksman, and J. Tamminen, "An adaptive metropolis algorithm," Bernoulli, vol. 7, no. 3, pp. 223-242, 2001.
    • (2001) Bernoulli , vol.7 , Issue.3 , pp. 223-242
    • Haario, H.1    Saksman, E.2    Tamminen, J.3
  • 40
    • 33746550354 scopus 로고    scopus 로고
    • Beyond ASR 1-best: Using word confusion networks in spoken language understanding
    • D. Z. Hakkani-Tür, F. Bechet, G. Riccardt, and G. Tur, "Beyond ASR 1-best: Using word confusion networks in spoken language understanding," Comput. Speech Lang., vol. 20, no. 4, pp. 495-514,2006.
    • (2006) Comput. Speech Lang , vol.20 , Issue.4 , pp. 495-514
    • Hakkani-Tür, D.Z.1    Bechet, F.2    Riccardt, G.3    Tur, G.4
  • 42
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic outputs for support vector machines and comparison to regularized likelihood methods
    • A. Smola, P. Bartlett, B. Scholkopf, and D. Schuurmans, Eds. Cambridge, MA: MIT Press
    • J. Piatt, "Probabilistic outputs for support vector machines and comparison to regularized likelihood methods," in Advances in Large Margin Classifiers, A. Smola, P. Bartlett, B. Scholkopf, and D. Schuurmans, Eds. Cambridge, MA: MIT Press, 1999, pp. 61-74.
    • (1999) Advances in Large Margin Classifiers , pp. 61-74
    • Piatt, J.1
  • 43
    • 33646776806 scopus 로고    scopus 로고
    • Estimating and evaluating confidence for forensic speaker recognition
    • W. Campbell. D. Reynolds, J. Campbell, and K. Brady, "Estimating and evaluating confidence for forensic speaker recognition," Proc. ICASSP, pp. 18-23, 2005.
    • (2005) Proc. ICASSP , pp. 18-23
    • Campbell, W.1    Reynolds, D.2    Campbell, J.3    Brady, K.4
  • 44
    • 9444239294 scopus 로고    scopus 로고
    • Sparseness vs estimating conditional probabilities: Some asymptotic results
    • P. Bartlett and A. Tewari, "Sparseness vs estimating conditional probabilities: Some asymptotic results," Proc. COLT, pp. 564-578, 2004.
    • (2004) Proc. COLT , pp. 564-578
    • Bartlett, P.1    Tewari, A.2
  • 46
    • 33751240089 scopus 로고    scopus 로고
    • Bayesian multinomial logistic regression for author identification
    • D. Madigan, A. Genkin, D. Lewis, and D. Fradkin, "Bayesian multinomial logistic regression for author identification," Proc. Maxent '05, pp. 509-516, 2005.
    • (2005) Proc. Maxent '05 , pp. 509-516
    • Madigan, D.1    Genkin, A.2    Lewis, D.3    Fradkin, D.4
  • 47
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • A. Dempster, N. Laird, and D. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. R. Statist. Soc, vol. 39, pp. 1-38, 1977.
    • (1977) J. R. Statist. Soc , vol.39 , pp. 1-38
    • Dempster, A.1    Laird, N.2    Rubin, D.3
  • 49
    • 0024731521 scopus 로고
    • Von neumann's rejection technique reexamination
    • J. Grzesik, "Von neumann's rejection technique reexamination," SIAM Rev., vol. 31, no. 3, pp. 486-4189, 1989.
    • (1989) SIAM Rev , vol.31 , Issue.3 , pp. 486-4189
    • Grzesik, J.1
  • 50
    • 0000576595 scopus 로고
    • Markov chains for exploring posterior distributions (with discussion)
    • L. Tierney, "Markov chains for exploring posterior distributions (with discussion)," Ann. Statist., vol. 22, pp. 1701-1762, 1994.
    • (1994) Ann. Statist , vol.22 , pp. 1701-1762
    • Tierney, L.1
  • 51
    • 64849090057 scopus 로고    scopus 로고
    • SREC'05 Output on Switchboard I, private communication, 2006
    • W. Andrews and J. Hernandez-Cordero, "SREC'05 Output on Switchboard I, private communication," 2006.
    • Andrews, W.1    Hernandez-Cordero, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.