A Style Control Technique for HMM-Based Expressive Speech Synthesis(Speech and Hearing)
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概要
- 論文の詳細を見る
This paper describes a technique for controlling the degree of expressivity of a desired emotional expression and/or speaking style of synthesized speech in an HMM-based speech synthesis framework. With this technique, multiple emotional expressions and speaking styles of speech are modeled in a single model by using a multiple-regression hidden semi-Markov model (MRHSMM). A set of control parameters, called the style vector, is defined, and each speech synthesis unit is modeled by using the MRHSMM, in which mean parameters of the state output and duration distributions are expressed by multiple-regression of the style vector. In the synthesis stage, the mean parameters of the synthesis units are modified by transforming an arbitrarily given style vector that corresponds to a point in a low-dimensional space, called style space, each of whose coordinates represents a certain specific speaking style or emotion of speech. The results of subjective evaluation tests show that style and its intensity can be controlled by changing the style vector.
- 社団法人電子情報通信学会の論文
- 2007-09-01
著者
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Masuko T
Interdisciplinary Graduate School Of Science And Engineering Tokyo Institute Of Technology:(present
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Masuko Takashi
近畿大学 薬学部細胞生物学
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Tachibana Makoto
Interdisciplinary Graduate School Of Science And Engineering Tokyo Institute Of Technology:(present
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Masuko Takashi
Laboratory Of Cell Biology School Of Pharmaceutical Sciences Kinki University
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Masuko Takashi
Departments Of Molecular Biology Pharmaceutical Institute Tohoku University
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Masuko Takashi
Department Of Agricultural And Biological Chemistry College Of Bioresource Sciences Nihon University
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Masuko Takashi
Tokyo Inst. Technol. Yokohama‐shi Jpn
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NOSE Takashi
Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology
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YAMAGISHI Junichi
Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology
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MASUKO Takashi
Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology
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KOBAYASHI Takao
Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology
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Kobayashi Takao
Tokyo Inst. Technol. Yokohama‐shi Jpn
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Tachibana Makoto
Interdisciplinary Graduate School Of Science And Engineering Tokyo Institute Of Technology
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Masuko Takashi
Interdisciplinary Graduate School Of Science And Engineering Tokyo Institute Of Technology
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Nose Takashi
Interdisciplinary Graduate School Of Science And Engineering Tokyo Institute Of Technology
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Kobayashi T
Interdisciplinary Graduate School Of Science And Engineering Tokyo Institute Of Technology
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Yamagishi Junichi
Interdisciplinary Graduate School Of Science And Engineering Tokyo Institute Of Technology
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Kobayashi Takao
Interdisciplinary Graduate School Of Science And Engineering Tokyo Institute Of Technology
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Matsuyama Taiji
Department Of Pharmacy Shizuoka Kousei Hospital
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Kobayashi Takao
Department Of Obstetrics And Gynecology Hamamatsu University School Of Medicine
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