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
fDate :
March 18-23, 2005
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;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415202
