Presentation 2002/1/17
F_0 Contour Generation Based on the Generation Process Model and Statistical Methods Considering Syntactic Structures
Masaya ETO, Keikichi HIROSE, Nobuaki MINEMATSU,
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Abstract(in English) A model-constrained corpus-based synthesis strategy has been developed for fundamental frequency (F_0) contours of Japanese sentences. In the training phase, the relationship between linguistic factors and the command values (amplitudes and locations) of F_0 contour generation process model is learned for a prediction module. In the synthesis phase, the prediction module is used to generate command values of the model. Syntactic structure infortmation automatically obtainable from text is added to input parameters of the statistical methods. Experimental results showed that the new parameter was effective for improving especially phrase component estimation, leading to a reduction in mean square errors of F_0 patterns.
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Keyword(in English) prosody / F_0 contour generation process model / statistical methods / syntactic structure
Paper # 2001-SP-116
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Committee SP
Conference Date 2002/1/17(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) F_0 Contour Generation Based on the Generation Process Model and Statistical Methods Considering Syntactic Structures
Sub Title (in English)
Keyword(1) prosody
Keyword(2) F_0 contour generation process model
Keyword(3) statistical methods
Keyword(4) syntactic structure
1st Author's Name Masaya ETO
1st Author's Affiliation Graduate School of Frontier Sciences, University of Tokyo()
2nd Author's Name Keikichi HIROSE
2nd Author's Affiliation Graduate School of Frontier Sciences, University of Tokyo
3rd Author's Name Nobuaki MINEMATSU
3rd Author's Affiliation Graduate School of Information Science and Technology, University of Tokyo
Date 2002/1/17
Paper # 2001-SP-116
Volume (vol) vol.101
Number (no) 603
Page pp.pp.-
#Pages 6
Date of Issue