Presentation 2006/11/11
Pronunciation portfolio and classification of learners based on the structural representation of speech
Nobuaki MINEMATSU, Takehiko MAKINO, Satoshi ASAKAWA, Kei KAMATA, Keikichi HIROSE,
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Abstract(in English) Acoustic substances of speech inevitably contain non-linguistic features, such as speaker identity, gender, age, etc. A novel structural representation of speech was recently proposed, where the dimensions indicating these factors are effectively removed. This representation is considered as physical implementation of structural phonology. With the representation, it is possible to describe learners' pronunciations by purely focusing on foreign accents caused by the mother tongue and effectively ignoring the non-linguistic factors of speech. In this report, using simulated speech data of Japanese students learning American English monophthongs, some results are shown about experiments of 1) recording history of learning monophthongs, 2) classification of learners only based on foreign accents not on the non-linguistic factors, and 3) automatic estimation of the order of vowel correction.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Structural representation of speech / pronunciation portfolio / pronunciation transition / classification of learners / vowel correction order
Paper # TL2006-39
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Committee TL
Conference Date 2006/11/11(1days)
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Registration To Thought and Language (TL)
Language JPN
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Sub Title (in Japanese) (See Japanese page)
Title (in English) Pronunciation portfolio and classification of learners based on the structural representation of speech
Sub Title (in English)
Keyword(1) Structural representation of speech
Keyword(2) pronunciation portfolio
Keyword(3) pronunciation transition
Keyword(4) classification of learners
Keyword(5) vowel correction order
1st Author's Name Nobuaki MINEMATSU
1st Author's Affiliation Grad. School of Frontier Sciences, Univ. of Tokyo()
2nd Author's Name Takehiko MAKINO
2nd Author's Affiliation Faculty of Economics, Chuo University
3rd Author's Name Satoshi ASAKAWA
3rd Author's Affiliation Grad. School of Frontier Sciences, Univ. of Tokyo
4th Author's Name Kei KAMATA
4th Author's Affiliation Grad. School of Frontier Sciences, Univ. of Tokyo
5th Author's Name Keikichi HIROSE
5th Author's Affiliation Grad. School of Info. Sci. and Tech., Univ. of Tokyo
Date 2006/11/11
Paper # TL2006-39
Volume (vol) vol.106
Number (no) 363
Page pp.pp.-
#Pages 6
Date of Issue