Multi-Space Probability Distribution HMM

作者: Takashi Masuko , Keiichi Tokuda , Takao Kobayashi , Noboru Miyazaki

DOI:

关键词: Probability distributionKey (cryptography)Computer scienceSpeech recognitionCurse of dimensionalityStatistical modelSpace (mathematics)Variable (mathematics)Hidden Markov model

摘要: … a new kind of hidden Markov model (HMM) based on multi-space probability distribution, and derives a parameter estimation algorithm for the extended HMM. HMMs are widely used …

参考文章(12)
Takashi Masuko, Keiichi Tokuda, Takao Kobayashi, Tadashi Kitamura, Takayoshi Yoshimura, Duration modeling for HMM-based speech synthesis. conference of the international speech communication association. ,(1998)
Takashi Masuko, Keiichi Tokuda, Takao Kobayashi, Tadashi Kitamura, Takayoshi Yoshimura, Simultaneous Modeling of Spectrum, Pitch and Duration in HMM-Based Speech Synthesis conference of the international speech communication association. pp. 2347- 2350 ,(1999)
L. Liporace, Maximum likelihood estimation for multivariate observations of Markov sources IEEE Transactions on Information Theory. ,vol. 28, pp. 729- 734 ,(1982) , 10.1109/TIT.1982.1056544
U. Jensen, R.K. Moore, P. Dalsgaard, B. Lindberg, Modelling intonation contours at the phrase level using continuous density hidden Markov models Computer Speech & Language. ,vol. 8, pp. 247- 260 ,(1994) , 10.1006/CSLA.1994.1013
M. Nishimura, K. Toshioka, HMM-Based speech recognition using multi-dimensional multi-labeling international conference on acoustics, speech, and signal processing. ,vol. 12, pp. 1163- 1166 ,(1987) , 10.1109/ICASSP.1987.1169883
C.-H. Lee, C.-H. Lin, B.-H. Juang, A study on speaker adaptation of the parameters of continuous density hidden Markov models IEEE Transactions on Signal Processing. ,vol. 39, pp. 806- 814 ,(1991) , 10.1109/78.80902
Dongkin Xu, C. Fancourt, Chuan Wang, Multi channel HMM international conference on acoustics speech and signal processing. ,vol. 2, pp. 841- 844 ,(1996) , 10.1109/ICASSP.1996.543252
K. Tokuda, T. Yoshimura, T. Masuko, T. Kobayashi, T. Kitamura, Speech parameter generation algorithms for HMM-based speech synthesis international conference on acoustics, speech, and signal processing. ,vol. 3, pp. 1315- 1318 ,(2000) , 10.1109/ICASSP.2000.861820
G.J. Freij, F. Fallside, Lexical stress recognition using hidden Markov models international conference on acoustics speech and signal processing. pp. 135- 138 ,(1988) , 10.1109/ICASSP.1988.196530