메뉴 건너뛰기




Volumn 5, Issue 2 A, 2011, Pages 1020-1056

A sticky HDP-HMM with application to speaker diarization

Author keywords

Bayesian nonparametrics; Hidden markov models; Hierarchical dirichlet processes; Speaker diarization

Indexed keywords


EID: 79952660404     PISSN: 19326157     EISSN: 19417330     Source Type: Journal    
DOI: 10.1214/10-AOAS395     Document Type: Article
Times cited : (325)

References (39)
  • 4
    • 0002617436 scopus 로고
    • Ferguson distributions via Pólya urn schemes
    • Mathematical Reviews (MathSciNet): MR362614Digital Object Identifier: doi:10.1214/aos/1176342372Project Euclid: euclid.aos/1176342372
    • Blackwell, D. and MacQueen, J. B. (1973). Ferguson distributions via Pólya urn schemes. Ann. Statist. 1 353-355. Mathematical Reviews (MathSciNet): MR362614Digital Object Identifier: doi:10.1214/aos/1176342372Project Euclid: euclid.aos/1176342372
    • (1973) Ann. Statist , vol.1 , pp. 353-355
    • Blackwell, D.1    Macqueen, J.B.2
  • 5
    • 0002595416 scopus 로고    scopus 로고
    • Speaker, environment and channel change detection and clustering via the Bayesian information criterion
    • Morgan Kaufmann, San Francisco, CA
    • Chen, S. S. and Gopalakrishnam, P. S. (1998). Speaker, environment and channel change detection and clustering via the Bayesian information criterion. In Proc. DARPA Broadcast News Transcription and Understanding Workshop 127-132. Morgan Kaufmann, San Francisco, CA.
    • (1998) Proc. DARPA Broadcast News Transcription and Understanding Workshop , pp. 127-132
    • Chen, S.S.1    Gopalakrishnam, P.S.2
  • 6
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • Mathematical Reviews (MathSciNet): MR350949Zentralblatt MATH: 0255.62037Digital Object Identifier: doi:10.1214/aos/1176342360Project Euclid: euclid.aos/1176342360
    • Ferguson, T. S. (1973). A Bayesian analysis of some nonparametric problems. Ann. Statist. 1 209-230. Mathematical Reviews (MathSciNet): MR350949Zentralblatt MATH: 0255.62037Digital Object Identifier: doi:10.1214/aos/1176342360Project Euclid: euclid.aos/1176342360
    • (1973) Ann. Statist , vol.1 , pp. 209-230
    • Ferguson, T.S.1
  • 10
    • 70349227947 scopus 로고    scopus 로고
    • The Application of hidden Markov models in speech recognition
    • Gales, M. and Young, S. (2007). The Application of hidden Markov models in speech recognition. Foundations and Trends in Signal Processing 1 195-304.
    • (2007) Foundations and Trends In Signal Processing , vol.1 , pp. 195-304
    • Gales, M.1    Young, S.2
  • 12
    • 84923872610 scopus 로고    scopus 로고
    • Data-driven recomposition using the hierarchical Dirichlet process hidden Markov model
    • Belfast, UK
    • Hoffman, M., Cook, P. and Blei, D. (2008). Data-driven recomposition using the hierarchical Dirichlet process hidden Markov model. In Proc. International Computer Music Conference, Belfast, UK.
    • (2008) Proc. International Computer Music Conference
    • Hoffman, M.1    Cook, P.2    Blei, D.3
  • 13
    • 0001677650 scopus 로고    scopus 로고
    • Markov chain Monte Carlo in approximate Dirichlet and beta two-parameter process hierarchical models
    • Mathematical Reviews (MathSciNet): MR1782485Zentralblatt MATH: 0949.62037Digital Object Identifier: doi:10.1093/biomet/87.2.371
    • Ishwaran, H. and Zarepour, M. (2000a). Markov chain Monte Carlo in approximate Dirichlet and beta two-parameter process hierarchical models. Biometrika 87 371-390. Mathematical Reviews (MathSciNet): MR1782485Zentralblatt MATH: 0949.62037Digital Object Identifier: doi:10.1093/biomet/87.2.371
    • (2000) Biometrika , vol.87 , pp. 371-390
    • Ishwaran, H.1    Zarepour, M.2
  • 14
    • 0036661094 scopus 로고    scopus 로고
    • Dirichlet prior sieves in finite normal mixtures
    • Mathematical Reviews (MathSciNet): MR1929973Zentralblatt MATH: 1002.62028
    • Ishwaran, H. and Zarepour, M. (2002b). Dirichlet prior sieves in finite normal mixtures. Statist. Sinica 12 941-963. Mathematical Reviews (MathSciNet): MR1929973Zentralblatt MATH: 1002.62028
    • (2002) Statist. Sinica , vol.12 , pp. 941-963
    • Ishwaran, H.1    Zarepour, M.2
  • 15
    • 0036623091 scopus 로고    scopus 로고
    • Exact and approximate sum-representations for the Dirichlet process
    • Mathematical Reviews (MathSciNet): MR1926065Digital Object Identifier: doi:10.2307/3315951
    • Ishwaran, H. and Zarepour, M. (2002c). Exact and approximate sum-representations for the Dirichlet process. Canad. J. Statist. 30 269-283. Mathematical Reviews (MathSciNet): MR1926065Digital Object Identifier: doi:10.2307/3315951
    • (2002) Canad. J. Statist , vol.30 , pp. 269-283
    • Ishwaran, H.1    Zarepour, M.2
  • 16
    • 1842486852 scopus 로고    scopus 로고
    • A split-merge Markov chain Monte Carlo procedure for the dirichlet process mixture model
    • Mathematical Reviews (MathSciNet): MR2044876Digital Object Identifier: doi:10.1198/1061860043001
    • Jain, S. and Neal, R. M. (2004). A split-merge Markov chain Monte Carlo procedure for the dirichlet process mixture model. J. Comput. Graph. Statist. 13 158-182. Mathematical Reviews (MathSciNet): MR2044876Digital Object Identifier: doi:10.1198/1061860043001
    • (2004) J. Comput. Graph. Statist , vol.13 , pp. 158-182
    • Jain, S.1    Neal, R.M.2
  • 17
    • 22544479764 scopus 로고    scopus 로고
    • Markov chain Monte Carlo methods and the label switching problem in Bayesian mixture modeling
    • Mathematical Reviews (MathSciNet): MR2182987Digital Object Identifier: doi:10.1214/088342305000000016Project Euclid: euclid.ss/1118065042
    • Jasra, A., Holmes, C. C. and Stephens, D. A. (2005). Markov chain Monte Carlo methods and the label switching problem in Bayesian mixture modeling. Statist. Sci. 20 50-67. Mathematical Reviews (MathSciNet): MR2182987Digital Object Identifier: doi:10.1214/088342305000000016Project Euclid: euclid.ss/1118065042
    • (2005) Statist. Sci , vol.20 , pp. 50-67
    • Jasra, A.1    Holmes, C.C.2    Stephens, D.A.3
  • 19
    • 50649113682 scopus 로고    scopus 로고
    • Learning multiscale representations of natural scenes using Dirichlet processes
    • Rio de Janeiro, Brazil
    • Kivinen, J. J., Sudderth, E. B. and Jordan, M. I. (2007). Learning multiscale representations of natural scenes using Dirichlet processes. In Proc. International Conference on Computer Vision, Rio de Janeiro, Brazil 1-8.
    • (2007) Proc. International Conference On Computer Vision , pp. 1-8
    • Kivinen, J.J.1    Sudderth, E.B.2    Jordan, M.I.3
  • 23
    • 0002223982 scopus 로고
    • Algorithms for the assignment and transportation problems
    • Mathematical Reviews (MathSciNet): MR93429Digital Object Identifier: doi:10.1137/0105003
    • Munkres, J. (1957). Algorithms for the assignment and transportation problems. J. Soc. Industr. Appl. Math. 5 32-38. Mathematical Reviews (MathSciNet): MR93429Digital Object Identifier: doi:10.1137/0105003
    • (1957) J. Soc. Industr. Appl. Math , vol.5 , pp. 32-38
    • Munkres, J.1
  • 24
    • 84965157746 scopus 로고    scopus 로고
    • NIST, Available at
    • NIST. Rich transcriptions database. Available at http://www.nist.gov/speech/tests/rt/, 2007.
    • (2007) Rich Transcriptions Database
  • 25
    • 40249114903 scopus 로고    scopus 로고
    • Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models
    • Mathematical Reviews (MathSciNet): MR2409721Zentralblatt MATH: 05563385Digital Object Identifier: doi:10.1093/biomet/asm086
    • Papaspiliopoulos, O. and Roberts, G. O. (2008). Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models. Biometrika 95 169-186. Mathematical Reviews (MathSciNet): MR2409721Zentralblatt MATH: 05563385Digital Object Identifier: doi:10.1093/biomet/asm086
    • (2008) Biometrika , vol.95 , pp. 169-186
    • Papaspiliopoulos, O.1    Roberts, G.O.2
  • 26
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Rabiner, L. R. (1989). A tutorial on hidden Markov models and selected applications in speech recognition. Proc. IEEE 77 257-286.
    • (1989) Proc. IEEE , vol.77 , pp. 257-286
    • Rabiner, L.R.1
  • 27
    • 34047264090 scopus 로고    scopus 로고
    • The MIT Lincoln Laboratory RT-04F diarization systems: Applications to broadcast news and telephone conversations
    • November 2004
    • Reynolds, D. A. and Torres-Carrasquillo, P. A. (2004). The MIT Lincoln Laboratory RT-04F diarization systems: Applications to broadcast news and telephone conversations. In Proc. Fall 2004 Rich Transcription Workshop (RT-04), November 2004.
    • (2004) Proc. Fall 2004 Rich Transcription Workshop (RT-04)
    • Reynolds, D.A.1    Torres-Carrasquillo, P.A.2
  • 28
    • 0004085467 scopus 로고    scopus 로고
    • Springer, New York.Mathematical Reviews (MathSciNet): MR2723361
    • Robert, C. P. (2007). The Bayesian Choice. Springer, New York.Mathematical Reviews (MathSciNet): MR2723361
    • (2007) The Bayesian Choice
    • Robert, C.P.1
  • 29
    • 42349110085 scopus 로고    scopus 로고
    • The nested Dirichlet process
    • Mathematical Reviews (MathSciNet): MR2528831Zentralblatt MATH: 1205.62062Digital Object Identifier: doi:10.1198/016214508000000553
    • Rodriguez, A., Dunson, D. B. and Gelfand, A. E. (2008). The nested Dirichlet process. J. Amer. Statist. Assoc. 103 1131-1154. Mathematical Reviews (MathSciNet): MR2528831Zentralblatt MATH: 1205.62062Digital Object Identifier: doi:10.1198/016214508000000553
    • (2008) J. Amer. Statist. Assoc , vol.103 , pp. 1131-1154
    • Rodriguez, A.1    Dunson, D.B.2    Gelfand, A.E.3
  • 30
    • 0036489069 scopus 로고    scopus 로고
    • Bayesian methods for hidden Markov models: Recursive computing in the 21st century
    • Mathematical Reviews (MathSciNet): MR1963393Zentralblatt MATH: 1073.65503, Digital Object Identifier: doi:10.1198/016214502753479464
    • Scott, S. L. (2002). Bayesian methods for hidden Markov models: Recursive computing in the 21st century. J. Amer. Statist. Assoc. 97 337-351. Mathematical Reviews (MathSciNet): MR1963393Zentralblatt MATH: 1073.65503 Digital Object Identifier: doi:10.1198/016214502753479464
    • (2002) J. Amer. Statist. Assoc , vol.97 , pp. 337-351
    • Scott, S.L.1
  • 31
    • 0000720609 scopus 로고
    • A constructive definition of Dirichlet priors
    • Mathematical Reviews (MathSciNet): MR1309433Zentralblatt MATH: 0823.62007
    • Sethuraman, J. (1994). A constructive definition of Dirichlet priors. Statist. Sinica 4 639-650. Mathematical Reviews (MathSciNet): MR1309433Zentralblatt MATH: 0823.62007
    • (1994) Statist. Sinica , vol.4 , pp. 639-650
    • Sethuraman, J.1
  • 32
    • 0002782496 scopus 로고    scopus 로고
    • Automatic segmentation, classification and clustering of broadcast news audio
    • Morgan Kaufmann, San Francisco, CA
    • Siegler, M., Jain, U., Raj, B. and Stern, R. M. (1997). Automatic segmentation, classification and clustering of broadcast news audio. In Proc. DARPA Speech Recognition Workshop 97-99. Morgan Kaufmann, San Francisco, CA.
    • (1997) Proc. DARPA Speech Recognition Workshop , pp. 97-99
    • Siegler, M.1    Jain, U.2    Raj, B.3    Stern, R.M.4
  • 33
    • 33749249312 scopus 로고    scopus 로고
    • Hierarchical Dirichlet processes
    • Mathematical Reviews (MathSciNet): MR2279480Zentralblatt MATH: 1171.62349Digital Object Identifier: doi:10.1198/016214506000000302
    • Teh, Y. W., Jordan, M. I., Beal, M. J. and Blei, D. M. (2006). Hierarchical Dirichlet processes. J. Amer. Statist. Assoc. 101 1566-1581. Mathematical Reviews (MathSciNet): MR2279480Zentralblatt MATH: 1171.62349Digital Object Identifier: doi:10.1198/016214506000000302
    • (2006) J. Amer. Statist. Assoc , vol.101 , pp. 1566-1581
    • Teh, Y.W.1    Jordan, M.I.2    Beal, M.J.3    Blei, D.M.4
  • 36
    • 33847707418 scopus 로고    scopus 로고
    • Sampling the Dirichlet mixture model with slices
    • Mathematical Reviews (MathSciNet): MR2370888Zentralblatt MATH: 1113.62058Digital Object Identifier: doi:10.1080/03610910601096262
    • Walker, S. G. (2007). Sampling the Dirichlet mixture model with slices. Commun. Statist. Simul. Comput. 36 45-54. Mathematical Reviews (MathSciNet): MR2370888Zentralblatt MATH: 1113.62058Digital Object Identifier: doi:10.1080/03610910601096262
    • (2007) Commun. Statist. Simul. Comput , vol.36 , pp. 45-54
    • Walker, S.G.1
  • 39
    • 56449114662 scopus 로고    scopus 로고
    • Hidden Markov Dirichlet process: Modeling genetic inference in open ancestral space
    • Mathematical Reviews (MathSciNet): MR2342173Digital Object Identifier: doi:10.1214/07-BA220
    • Xing, E. P. and Sohn, K.-A. (2007). Hidden Markov Dirichlet process: Modeling genetic inference in open ancestral space. Bayesian Anal. 2 501-528. Mathematical Reviews (MathSciNet): MR2342173Digital Object Identifier: doi:10.1214/07-BA220
    • (2007) Bayesian Anal , vol.2 , pp. 501-528
    • Xing, E.P.1    Sohn, K.-A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.