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Study of sound quality improvement for body-conducted speech with acoustic clustering

Research Project

Project/Area Number 15K00245
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

Nakayama Masashi  広島市立大学, 情報科学研究科, 講師 (20508163)

Co-Investigator(Kenkyū-buntansha) 籠宮 隆之  国立研究開発法人産業技術総合研究所, その他部局等, 研究員 (10528269)
石光 俊介  広島市立大学, 情報科学研究科, 教授 (70300621)
中川 誠司  国立研究開発法人産業技術総合研究所, その他部局等, 研究員 (70357614)
Project Period (FY) 2015-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2018: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Keywords骨伝導音 / 体内伝導音 / 音声 / 皮膚伝搬 / 三次元変位計測 / 3次元変位計測 / 顔面皮膚振動 / ダイナミックレンジ / 周波数特性 / 母音 / 発声
Outline of Final Research Achievements

The acoustic similarity was obtained from a database containing body-conducted speech and airborne speech, and the research goal was to achieve improvement for sound quality of body-conducted speech by acoustic clustering focusing on vocabulary and articulation methods. However, it was confirmed that contact conditions between pickup and skin influence criticality of sound rather than spoken vocabulary and articulation method. Therefore, we focused on three-dimensional displacement measurement which has less affected by the contact condition between the pickup and skin, and confirmed the relationship between speech and body-conducted speech from skin conduction. It can be said that the possibility of acoustic clustering was confirmed from the bias of skin vibration when Japanese vowels were uttered, because skin-conduction could be measured by three-dimensional displacement measurement.

Academic Significance and Societal Importance of the Research Achievements

スマートフォンにおける音声検索や講義要約など音声インタフェースによる様なタスクやドキュメント処理が広く普及してきた.しかしながら,音声は気導雑音の影響を受けやすいことから雑音に頑健な音声入力が求められている.骨伝導音は皮膚伝搬であるため気導雑音の影響を受けにくい性質があるため,雑音環境下での音声採取法として有用である.一方で,2kHz以上における周波数成分の減衰が著しいため,骨伝導音の伝搬解明や音質改善が求められている.本研究では骨伝導音の伝搬解明と音質改善に資する基礎研究として位置付けられ,その学術的また社会的意義が大きいものであるといえる.

Report

(6 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (13 results)

All 2019 2018 2017 2016 2015

All Journal Article (7 results) (of which Peer Reviewed: 6 results) Presentation (5 results) (of which Int'l Joint Research: 4 results) Book (1 results)

  • [Journal Article] Body-Conducted Speech Recognition Using Model Adaptation2019

    • Author(s)
      Masashi Nakayama, Satoshi Nakatani, and Shunsuke Ishimitsu
    • Journal Title

      ICIC Express Letters Part B: Applications

      Volume: 10 Pages: 427-431

    • NAID

      40021897200

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Body-Conducted Speech Recognition Using Model Adaptation2019

    • Author(s)
      Masashi Nakayama, Satoshi Nakatani and Shunsuke Ishimitsu
    • Journal Title

      ICIC Express Letters Part B: Applications

      Volume: 10,5 Pages: 427-431

    • NAID

      40021897200

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Tongue habit discrimination system using acoustical feature for oral habits improvement2018

    • Author(s)
      Masashi Nakayama, Shunsuke Ishimtisu, Kimiko Yamashita, Kaori Ishii, Kazutaka Kasai and Satoshi Horihata
    • Journal Title

      Electronics and Communications in Japan

      Volume: 138, 3 Pages: 242-248

    • NAID

      210000183624

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Tongue Habit Discrimination System Using Acoustical Feature for Oral Habits Improvement2018

    • Author(s)
      中山仁史, 石光俊介, 山下公子, 石井かおり, 葛西一貴, 堀畑聡
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 138 Issue: 3 Pages: 242-248

    • DOI

      10.1541/ieejeiss.138.242

    • NAID

      130006407360

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Statistical analysis and modeling of formant frequencies of vowels phonated by traditional Japanese Shigin singers2017

    • Author(s)
      Masashi Nakayama, Kosuke Kato and Masaru Matsunaga
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: XXX

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effects of Masking Noise in Auditory Feedback on Singing2017

    • Author(s)
      Satoshi IIjima, Shunsuke Ishimitsu and Masashi Nakayama
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: Vol. 13, No. 2 Pages: 591-603

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] FRAME-BY-FRAME SPEECH SIGNAL PROCESSING FOR FIELD PROGRAMMABLE GATE ARRAY DEVICES2016

    • Author(s)
      Masashi Nakayama, Naoki Shigekawa and Takashi Yokouchi
    • Journal Title

      ICIC Express Letters

      Volume: Vol. 10, No. 12 Pages: 2949-2955

    • Related Report
      2016 Research-status Report
  • [Presentation] Study on skin propagation of speech using three dimensional displacement measurement2019

    • Author(s)
      Masashi Nakayama, Shunsuke Ishimitsu, Satoshi Iijima and Yoshiyasu Futawatari
    • Organizer
      26th International Congress on Sound and Vibration
    • Related Report
      2019 Annual Research Report
  • [Presentation] Fundamental research for an early detection system to find respiratory diseases in pigs2018

    • Author(s)
      Cheng Yibing, Kenta Narusawa, Satoshi Iijima, Masashi Nakayama, Shunsuke Ishimitsu, Aiko Ishida and Osamu Mikami
    • Organizer
      2018 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] FUNDAMENTAL RESEARCH OF SPEECH DISCRIMINATION FOR TONGUE THRUST ARTICULATION USING ZERO-CROSSING AND MEL-FREQUENCY CEPSTRUM COEFFICIENTS2017

    • Author(s)
      Masashi Nakayama, Shunsuke Ishimitsu, Kimiko Yamashita, Kaori Ishii,Kazutaka Kasai and Satoshi Horihata
    • Organizer
      The 24nd International Congress on Sound and Vibration (ICSV24)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Effects of auditory feedback on singing2017

    • Author(s)
      Satoshi IIjima, Shunsuke Ishimitsu and Masashi Nakayama
    • Organizer
      The 24nd International Congress on Sound and Vibration (ICSV24)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] IMPROVEMENT OF BODY‐CONDUCTED SPEECH SOUND QUALITY USING THE ACCELERATION DIFFERENCE ‐ EVALUATION BY A WORD INTELLIGIBILITY TEST2015

    • Author(s)
      Masashi Nakayama, Aya Kajino, Seiji Nakagawa and Shunsuke Ishimitsu
    • Organizer
      The 22nd International Congress on Sound and Vibration (ICSV22)
    • Place of Presentation
      Florence, Italy
    • Year and Date
      2015-07-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Book] "Sensors for Everyday life -Healthcare Settings-"(Editor: O.A. Postolache, S.C. Mukhopadhyay, K.P. Jayasundera, A.K. Swain)2016

    • Author(s)
      Masashi Nakayama, Naoki Shigekawa, Takashi Yokouchi and Shunsuke Ishimitsu
    • Publisher
      Springer
    • Related Report
      2016 Research-status Report

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Published: 2015-04-16   Modified: 2021-02-19  

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