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Volumn , Issue , 2009, Pages 4473-4476

Refactoring acoustic models using variational density approximation

Author keywords

Acoustic model clustering; Bhattacharyya divergence; KL divergence; Variational approximations

Indexed keywords

ACOUSTIC MODEL; ACOUSTIC MODEL CLUSTERING; APRIORI; BHATTACHARYYA DIVERGENCE; COMPLEX MODEL; DENSITY APPROXIMATIONS; ERROR RATE; EXPECTATION-MAXIMIZATION ALGORITHMS; GAUSSIAN MIXTURE MODEL; GAUSSIANS; KL DIVERGENCE; LOWER COMPLEXITY; MODEL SIZE; MODEL-BASED; REFACTORINGS; REFERENCE MODELS; TARGET SIZE; TRAINING DATA; VARIATIONAL APPROXIMATIONS;

EID: 70349225968     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4960623     Document Type: Conference Paper
Times cited : (8)

References (10)
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  • 4
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    • Approximating the Kullback Leibler divergence between gaussian mixture models
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  • 5
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    • Bhattacharyya error and divergence using variational importance sampling
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    • Peder Olsen and John Hershey, "Bhattacharyya error and divergence using variational importance sampling," in ICSLP, Antwerp, Belgium, August 2007.
    • (2007) ICSLP
    • Olsen, P.1    Hershey, J.2
  • 6
    • 84898983549 scopus 로고    scopus 로고
    • Hierarchical clustering of a mixture model
    • Lawrence K. Saul, Yair Weiss, and Léon Bottou, Eds, pp, MIT Press, Cambridge, MA
    • Jacob Goldberger and Sam Roweis, "Hierarchical clustering of a mixture model," in Advances in Neural Information Processing Systems 17, Lawrence K. Saul, Yair Weiss, and Léon Bottou, Eds., pp. 505-512. MIT Press, Cambridge, MA, 2005.
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    • Goldberger, J.1    Roweis, S.2
  • 7
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  • 8
    • 38149104058 scopus 로고    scopus 로고
    • Simplifying mixture models through function approximation
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    • Kai Zhang and James T. Kwok, "Simplifying mixture models through function approximation," in Advances in Neural Information Processing Systems 19, B. Schölkopf, J. Platt, and T. Hoffman, Eds., pp. 1577-1584. MIT Press, Cambridge,MA, 2007.
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  • 9
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    • Optimal Clustering and Non-Uniform Allocation of Gaussian Kernels in Scalar Dimension for HMM Compression
    • Xiao-Bing Li, Frank K. Soong, Tor André Myrvoll, and Ren-Hua Wang, "Optimal Clustering and Non-Uniform Allocation of Gaussian Kernels in Scalar Dimension for HMM Compression," in ICASSP, 2005, vol. 1, pp. 669-672.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.