Presentation 2012-02-10
Mapping phonemes to midsagittal tongue images for pronunciation learning
Yuichi YAGUCHI, Naoya HORIGUCHI, Ian WILSON,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) Supporting the development of a system for pronunciation learning, this paper reports an inspection of the trajectory of speech sentences in a feature space that is constructed from midsagittal tongue images and frame-wise speech sounds. One objective of this research is to estimate tongue shape and position from speech sounds, so we focus on determining how to construct and arrange from these feature spaces. Experimental results indicate similar trajectories for given streams of speech sounds between the two feature spaces of midsagittal tongue images and frame-wise speech sounds. Although the accuracy of phoneme recognition is poor from a feature space of midsagittal tongue images only, we also consider the possibility of extracting "exemplar tongue images" for a given sound by using a mixed feature space of tongue images and speech sounds.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Ultrasound Tongue Image / Phoneme Recognition / Time Series Image / Eigenspace
Paper # PRMU2011-221,SP2011-136
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Conference Information
Committee SP
Conference Date 2012/2/2(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) Mapping phonemes to midsagittal tongue images for pronunciation learning
Sub Title (in English)
Keyword(1) Ultrasound Tongue Image
Keyword(2) Phoneme Recognition
Keyword(3) Time Series Image
Keyword(4) Eigenspace
1st Author's Name Yuichi YAGUCHI
1st Author's Affiliation University of Aizu()
2nd Author's Name Naoya HORIGUCHI
2nd Author's Affiliation University of Aizu
3rd Author's Name Ian WILSON
3rd Author's Affiliation University of Aizu
Date 2012-02-10
Paper # PRMU2011-221,SP2011-136
Volume (vol) vol.111
Number (no) 431
Page pp.pp.-
#Pages 6
Date of Issue