Presentation 2009-01-30
Statistical Voice Quality Transformation and Control Methods for Arbitrary Speakers
Tomoki TODA,
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Abstract(in English) Voice conversion (VC) is a technique to modify nonlinguistic information such as voice characteristics while keeping linguistic information unchanged. In the traditional VC framework, we need to train a conversion model for a specific input and output speaker-pair using a parallel data set consisting of dozens of utterance-pairs of those two speakers. To make VC technologies more practical, we study a novel VC framework effectively using speech samples of many different speakers for flexibly developing the conversion models for arbitrary speakers. We have hitherto proposed many-to-one VC allowing the conversion from a specific speaker's voice into an arbitrary speaker's voice and one-to-many VC vice versa. This paper describes our attempts to develop these VC technologies.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) voice conversion / voice quality control / one-to-many conversion / many-to-one conversion / eigenvoices
Paper # SP2008-138
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Conference Information
Committee SP
Conference Date 2009/1/22(1days)
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Paper Information
Registration To Speech (SP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Statistical Voice Quality Transformation and Control Methods for Arbitrary Speakers
Sub Title (in English)
Keyword(1) voice conversion
Keyword(2) voice quality control
Keyword(3) one-to-many conversion
Keyword(4) many-to-one conversion
Keyword(5) eigenvoices
1st Author's Name Tomoki TODA
1st Author's Affiliation Graduate School of Information Science, Nara Institute of Science and Technology()
Date 2009-01-30
Paper # SP2008-138
Volume (vol) vol.108
Number (no) 422
Page pp.pp.-
#Pages 6
Date of Issue