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Development of Foreign Accent Identification System and Building of Non-native Japanese Speech Corpus

Research Project

Project/Area Number 24810034
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Social systems engineering/Safety system
Research InstitutionNational Research Institute of Police Science

Principal Investigator

AMINO Kanae  科学警察研究所, 法科学第四部, 研究員 (70630698)

Project Period (FY) 2012-08-31 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords母語識別 / 非母語話者 / 音声コーパス / 法科学 / 日本語 / 第二言語習得
Research Abstract

The purposes of this project were to build a corpus of native and non-native Japanese speech and to develop a foreign accent identification system. For the speech corpus, thirty-three native and forty-five non-native speakers recorded various Japanese utterances including words, sentences, numbers, and passages through the landline and a microphone. The recorded speech materials were then submitted to the acoustic analyses in order to find the differences between native and non-native speech. Foreign accent identification experiments were conducted using the prosody of spoken telephone numbers and the articulation rate of read passages, which reflected the acoustic characteristics of non-native speakers, and the results showed that we could obtain higher identification accuracy.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • Research Products

    (24 results)

All 2014 2013 2012

All Journal Article (6 results) (of which Peer Reviewed: 4 results) Presentation (18 results)

  • [Journal Article] Native vs. nonnative accent identification using Japanese spoken telephone numbers2014

    • Author(s)
      K.Amino and T.Osanai
    • Journal Title

      Speech Communication

      Volume: 56 Pages: 70-81

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 多数話者による単独発話母音から抽出したフォルマント周波数の特性2014

    • Author(s)
      鎌田敏明,蒔苗久則,網野加苗,長内隆
    • Journal Title

      科学警察研究所報告

      Volume: 63(1) Pages: 19-23

    • NAID

      40020571764

    • Related Report
      2013 Final Research Report
  • [Journal Article] 話者認識におけるロバストネス2014

    • Author(s)
      王龍標,西田昌史,柘植覚,網野加苗
    • Journal Title

      日本音響学会誌

      Volume: 69(7) Pages: 357-364

    • Related Report
      2013 Final Research Report
  • [Journal Article] Native vs. non-native accent identification using Japanese spoken telephone numbers2014

    • Author(s)
      Kanae Amino, Takashi Osanai
    • Journal Title

      Speech Communication

      Volume: Vol.56 Pages: 70-81

    • DOI

      10.1016/j.specom.2013.07.010

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Speaker identification using Japanese monosyllables and contributions of nasal consonants and vowels to identification accuracy2013

    • Author(s)
      K.Amino and T.Osanai
    • Journal Title

      日本法科学技術学会誌

      Volume: 18(1)

    • NAID

      130004485376

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Speaker Identification Using Japanese Monosyllables and Contributions of Nasal Consonants and Vowels to Identification Accuracy2013

    • Author(s)
      Kanae Amino
    • Journal Title

      Japanese Journal of Forensic Science and Technology

      Volume: 18 Issue: 1 Pages: 13-21

    • DOI

      10.3408/jafst.18.13

    • NAID

      130004485376

    • ISSN
      1880-1323, 1881-4689
    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] 同一話者内における母音の無声化の再現性2014

    • Author(s)
      網野加苗,蒔苗久則,鎌田敏明,長内隆
    • Organizer
      日本音響学会春季研究発表会講演論文集
    • Related Report
      2013 Final Research Report
  • [Presentation] Nasality in oral sounds?–Perception and analysis of oro-nasal signals2014

    • Author(s)
      K.Amino, H.Makinae, and T.Kitamura
    • Organizer
      日本音響学会春季研究発表会講演論文集
    • Related Report
      2013 Final Research Report
  • [Presentation] 同一話者内における母音の無声化の再現性2014

    • Author(s)
      網野加苗,蒔苗久則,鎌田敏明,長内隆
    • Organizer
      日本音響学会2014年春季研究発表会
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] Nasality in Oral Sounds? Perception and Analysis of Oro-Nasal Signals2014

    • Author(s)
      Kanae Amino, Hisanori Makinae, Tatsuya Kitamura
    • Organizer
      日本音響学会2014年春季研究発表会
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] 本人および両親の出身地が母音の無声化に与える影響2013

    • Author(s)
      網野加苗,蒔苗久則,鎌田敏明,長内隆
    • Organizer
      日本音響学会秋季研究発表会講演論文集
    • Related Report
      2013 Final Research Report
  • [Presentation] 母音の無声化頻度と話者の出身地に関する考察2013

    • Author(s)
      網野加苗,蒔苗久則,鎌田敏明,長内隆
    • Organizer
      日本音響学会春季研究発表会講演論文集
    • Related Report
      2013 Final Research Report
  • [Presentation] 調音速度を用いた母語識別における発話内容の影響2013

    • Author(s)
      網野加苗,長内隆
    • Organizer
      日本音響学会春季研究発表会講演論文集
    • Related Report
      2013 Final Research Report
  • [Presentation] 話者認識技術の現状と課題2013

    • Author(s)
      網野加苗,石原俊一,小川哲司,長内隆,黒岩眞吾,越仲孝文,篠田浩一,柘植覚,西田昌史,松井知子,王龍標
    • Organizer
      電子情報通信学会技術報告,音声研究会
    • Place of Presentation
      (112(450),SP2012-131)
    • Related Report
      2013 Final Research Report
  • [Presentation] 本人および両親の出身地が母音の無声化に与える影響2013

    • Author(s)
      網野加苗,蒔苗久則,鎌田敏明,長内隆
    • Organizer
      日本音響学会2013年秋季研究発表会
    • Place of Presentation
      豊橋
    • Related Report
      2013 Annual Research Report
  • [Presentation] 話者認識技術の現状と課題2013

    • Author(s)
      網野加苗
    • Organizer
      電子情報通信学会音声研究会
    • Place of Presentation
      名古屋
    • Related Report
      2012 Annual Research Report
  • [Presentation] 調音速度を用いた母語識別における発話内容の影響2013

    • Author(s)
      網野加苗
    • Organizer
      日本音響学会2013年春季研究発表会
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] 母音の無声化頻度と話者の出身地に関する考察2013

    • Author(s)
      網野加苗
    • Organizer
      日本音響学会2013年春季研究発表会
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] Foreign accent identification using articulation rate of Japanese read speech2012

    • Author(s)
      K.Amino and T.Osanai
    • Organizer
      14^<th> Australasian International Conference of Speech Science and Technology
    • Place of Presentation
      Sydney
    • Related Report
      2013 Final Research Report
  • [Presentation] 文発話の調音速度を用いた性別識別2012

    • Author(s)
      網野加苗,長内隆
    • Organizer
      日本法技術学会第18回学術集会
    • Related Report
      2013 Final Research Report
  • [Presentation] Hands-on speech science exhibition for children at a science museum2012

    • Author(s)
      Takayuki Arai, Kanae Amino, and colleagues
    • Organizer
      Workshop on Child, Computer and Interaction
    • Place of Presentation
      Portland, Oregon, USA
    • Related Report
      2012 Annual Research Report
  • [Presentation] 母音による性別識別性能の比較2012

    • Author(s)
      長内隆,網野加苗ほか
    • Organizer
      日本法科学技術学会 第18回学術集会
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] 文発話の調音速度を用いた性別識別2012

    • Author(s)
      網野加苗
    • Organizer
      日本法科学技術学会 第18回学術集会
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] Foreign accent identification using articulation rate of Japanese read speech2012

    • Author(s)
      Kanae Amino
    • Organizer
      14th Australasian International Conference on Speech Science and Technology
    • Place of Presentation
      Sydney, Autralia
    • Related Report
      2012 Annual Research Report

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Published: 2012-11-27   Modified: 2019-07-29  

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