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Volumn 18, Issue 6, 2011, Pages 355-358

The Student's t-hidden Markov model with truncated stick-breaking priors

Author keywords

Continuous hidden Markov model; inference; Student's t distribution; truncated stick breaking priors

Indexed keywords

CONTINUOUS HIDDEN MARKOV MODEL; EMISSION DISTRIBUTION; INFERENCE; INFERENCE ALGORITHM; INITIAL STATE VECTORS; NUMBER OF STATE; OBSERVED DATA; SPEAKER IDENTIFICATION; STATE TRANSITION MATRIX; SYNTHETIC DATA; TRUNCATED STICK-BREAKING PRIORS;

EID: 79955422307     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2011.2138695     Document Type: Article
Times cited : (14)

References (10)
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    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.31 , Issue.9 , pp. 1657-1669
    • Chatzis, S.1    Kosmopoulos, D.2    Varvarigou, T.3
  • 2
    • 73549091028 scopus 로고    scopus 로고
    • Constrained monotone em algorithms for mixtures of multivariate distributions
    • Jan
    • F. Greselin and S. Ingrassia, "Constrained monotone EM algorithms for mixtures of multivariate distributions," Statist. Comput., vol. 20, no. 1, pp. 9-22, Jan. 2010.
    • (2010) Statist. Comput. , vol.20 , Issue.1 , pp. 9-22
    • Greselin, F.1    Ingrassia, S.2
  • 3
    • 0024610919 scopus 로고
    • A tutorial on hiddenMarkovmodels and selected applications in speech recognition
    • Feb.
    • L. R. Rabiner, "A tutorial on hiddenMarkovmodels and selected applications in speech recognition," Proc. IEEE, vol. 77, no. 2, pp. 257-286, Feb. 1989.
    • (1989) Proc. IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1
  • 5
    • 70349643583 scopus 로고    scopus 로고
    • Hidden Markov models with stick-breaking priors
    • Oct.
    • I. Paisley and L. Carin, "Hidden Markov models with stick-breaking priors," IEEE Trans. Signal Process., vol. 57, no. 10, pp. 3905-3907, Oct. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.10 , pp. 3905-3907
    • Paisley, I.1    Carin, L.2
  • 6
    • 1842816362 scopus 로고    scopus 로고
    • Gibbs samplingmethods for stick-breaking priors
    • Mar.
    • H. Ishwaran and L. James, "Gibbs samplingmethods for stick-breaking priors," J. Am. Stat. Assoc., vol. 96, no. 453, pp. 161-173, Mar. 2001.
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    • Ishwaran, H.1    James, L.2
  • 10
    • 77958008380 scopus 로고    scopus 로고
    • A variational Bayesian methodology for hidden Markov models utilizing Student's-mixtures
    • Feb
    • S. Chatzis, D. Kosmopoulos, and T. Varvarigou, "A variational Bayesian methodology for hidden Markov models utilizing Student's-mixtures, " Pattern Recognit., vol. 44, no. 2, pp. 295-306, Feb. 2011.
    • (2011) Pattern Recognit. , vol.44 , Issue.2 , pp. 295-306
    • Chatzis, S.1    Kosmopoulos, D.2    Varvarigou, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.