Presentation 2008-01-25
Study for Word Synthesis by Concatenating Syllabic Components using Tree Based Clustering
Kazuhisa UEMURA, Jin'ichi MURAKAMI, Satoru IKEHARA,
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Abstract(in English) Word synthesis by concatenating syllabic components method is proposed as a speech synthesis method. As a problem of this technique, large amount of recording words is needed when we make an arbitrary general noun. Then, all speech ideally can be made by doing tree-based clustering for collected database. However, very low quality speech is generated sometimes. In this paper, our aim is to improvement of the speech quality by doing tree-based clustering with two different models. The mean opinion score (MOS) and the ABX test are used for the evaluation of the speech quality. As a result of the MOS, the standard model was obtained 1.7 and the enhanced model was obtained 2.5. Moreover, as a result of an ABX test, the standard model was obtained 20% and the enhanced model was obtained 80%.
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Keyword(in English) tree-based clustering / concatenating syllabic components / word synthesis / MFCC
Paper # TL2007-86,SP2007-181,WIT2007-86
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Committee TL
Conference Date 2008/1/18(1days)
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Paper Information
Registration To Thought and Language (TL)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Study for Word Synthesis by Concatenating Syllabic Components using Tree Based Clustering
Sub Title (in English)
Keyword(1) tree-based clustering
Keyword(2) concatenating syllabic components
Keyword(3) word synthesis
Keyword(4) MFCC
1st Author's Name Kazuhisa UEMURA
1st Author's Affiliation Faculty of Engineering, Tottori University()
2nd Author's Name Jin'ichi MURAKAMI
2nd Author's Affiliation Faculty of Engineering, Tottori University
3rd Author's Name Satoru IKEHARA
3rd Author's Affiliation Faculty of Engineering, Tottori University
Date 2008-01-25
Paper # TL2007-86,SP2007-181,WIT2007-86
Volume (vol) vol.107
Number (no) 433
Page pp.pp.-
#Pages 6
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