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Fundamental Frequency Detection Utilizing Air and Bone Conducted Speeches and Its Application to Speaker Recognition

Research Project

Project/Area Number 26330187
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perceptual information processing
Research InstitutionSaitama University

Principal Investigator

SHIMAMURA TETSUYA  埼玉大学, 情報メディア基盤センター, 教授 (40235635)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords骨伝導
Outline of Final Research Achievements

In this work, we focus on the use of bone-conducted microphone, since it provides high signal-to-noise ratio speech. The speech obtained through the bone-conducted microphone is called bone-conducted speech. The bone conducted speech is combined with that obtained through air-conducted microphone, air-conducted speech, and a new fundamental frequency detection algorithm is derived. A specific algorithm for speaker recognition, in which the fundamental frequency of speech is used, is also derived. One direction for speaker recognition in noisy environments is suggested.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (7 results)

All 2017 2016 2015 Other

All Int'l Joint Research (2 results) Journal Article (2 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 2 results) Presentation (3 results) (of which Int'l Joint Research: 1 results)

  • [Int'l Joint Research] Shahjalal University Science and Tech(Bangladesh)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] Shahjalal University Science and Tech(Bangladesh)

    • Related Report
      2015 Research-status Report
  • [Journal Article] LP-Based Quality Improvement of Noisy Bone Conducted Speech2017

    • Author(s)
      M. A. Rahman, Y. Sugiura, T. Shimamura and H. Makinae
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 137 Issue: 1 Pages: 197-198

    • DOI

      10.1541/ieejeiss.137.197

    • NAID

      130005188770

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Pitch Determination from Bone Conducted Speech2016

    • Author(s)
      M. Shahidur Rahman and Tetsuya Shimamura
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E99.D Issue: 1 Pages: 283-287

    • DOI

      10.1587/transinf.2015EDL8134

    • NAID

      130005116176

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Fundamental Frequency Estimation Combining Air-Conducted Speech with Bone-Conducted Speech in Noisy Environments2017

    • Author(s)
      S. Zhang, Y. Sugiura, T. Shimamura and H. Makinae
    • Organizer
      IEEE International Conference on Electrical, Computer and Communication Engineering
    • Place of Presentation
      ベストウエスタンホテル(コックスバザール、バングラデシュ)
    • Year and Date
      2017-02-16
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 雑音に頑強な話者認識のための基本周波数を用いた深層ニューラルネットワーク2016

    • Author(s)
      鈴木良啓, 杉浦陽介, 島村徹也
    • Organizer
      電子情報通信学会技術研究報告
    • Place of Presentation
      NTT武蔵野研究所(東京都武蔵野市)
    • Year and Date
      2016-12-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] 骨導音声でのスペクトル包絡の重要性2015

    • Author(s)
      半田俊介、島村徹也、蒔苗久則
    • Organizer
      電子情報通信学会研究会
    • Place of Presentation
      関西大学(大阪府吹田市)
    • Year and Date
      2015-09-03
    • Related Report
      2015 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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