• DocumentCode
    431307
  • Title

    Optimal Clustering and Non-Uniform Allocation of Gaussian Kernels in Scalar Dimension for HMM Compression

  • Author

    Li, Xiao-Bing ; Soong, Frank K. ; Myrvoll, Tor André ; Wang, Ren-Hua

  • Author_Institution
    ATR Spoken Language Translation Res. Labs, Kyoto, Japan
  • Volume
    1
  • fYear
    2005
  • fDate
    March 18-23, 2005
  • Firstpage
    669
  • Lastpage
    672
  • Keywords
    Gaussian distribution; hidden Markov models; speech recognition; Gaussian kernel nonuniform allocation; Gaussian kernel optimal clustering; Gaussian mixture-based HMM; HMM compression; KLD distortion measure; context-dependent HMM; continuous density HMM; speech recognition; symmetric Kullback-Leibler divergence; Clustering algorithms; Density measurement; Distortion measurement; Hidden Markov models; High performance computing; Kernel; Natural languages; Resource management; Speech recognition; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8874-7
  • Type

    conf

  • DOI
    10.1109/ICASSP.2005.1415202
  • Filename
    1415202
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=431307