Presentation 2001/9/21
Multi-Space Probability Distribution HMM
Takashi MASUKO,
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Abstract(in English) Multi-space probability distribution can be used for modeling observations which consist of mixture of discrete and continuous values, or mixture of vectors with different dimensions. And multi-space probability distribution HMM(MSD-HMM)is an extended HMM which includes conventional discrete and continuous HMMs as special cases. This paper provides a brief description of the multi-space probability distribution, and also descrives how the idea came out and applications of MSD-HMM to pitch pattern modeling and generation.
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Keyword(in English) multi-space probability distribution / HMM / pitch
Paper # DSP2001-94,SP2001-67
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Committee SP
Conference Date 2001/9/21(1days)
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Language JPN
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Title (in English) Multi-Space Probability Distribution HMM
Sub Title (in English)
Keyword(1) multi-space probability distribution
Keyword(2) HMM
Keyword(3) pitch
1st Author's Name Takashi MASUKO
1st Author's Affiliation Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology()
Date 2001/9/21
Paper # DSP2001-94,SP2001-67
Volume (vol) vol.101
Number (no) 325
Page pp.pp.-
#Pages 2
Date of Issue