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Realization of realtime multiple talker tracking system

Research Project

Project/Area Number 23560468
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Communication/Network engineering
Research InstitutionTokyo Denki University

Principal Investigator

SUYAMA Kenji  東京電機大学, 工学部, 教授 (50303011)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsマイクロホンアレー / 音源追尾 / PSO / 群知能 / 非線形最適化
Research Abstract

In this research, an effectiveness of the realtime multiple talker tracking method developed by the representative author under the support of this grant money has been studied. Through several experimental results carried out in the actual environment, it was verified that a mis-estimation by spatial aliasing could be avoided by the proposed system even when wide width microphones were used for estimation. Moreover, a novel algorithm has been proposed under a new framework. The algorithm used the PSO (Particle Swarm Optimization) which is one of the swarm inteligence algorithms. In addition, the same talker tracking problem was resolved even if the new algorithm was used for the tracking. A realtime tracking performance was shown by the several experimental results.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (25 results)

All 2014 2013 2012 2011 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results) Presentation (19 results)

  • [Journal Article] Multiple Sound Source Tracking by Two Microphones using PSO2013

    • Author(s)
      Masato Hirakawa and Kenji Suyama
    • Journal Title

      Proceedings of IEEE ISPACS2013

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] PSOによる複数話者追尾における同一方向推定回避2013

    • Author(s)
      大森征一,陶山健仁
    • Journal Title

      第26回回路とシステムワークショップ予稿集

      Pages: 132-137

    • NAID

      40019725606

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 局在音声エネルギーを追従する複数音源定位法2012

    • Author(s)
      梅津浩史,陶山健仁
    • Journal Title

      電子情報通信学会論文誌

      Volume: Vol.J95-A,No.10 Pages: 756-759

    • NAID

      110009518240

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] マイクロホン間隔の拡張による複数音源定位の性能改善2012

    • Author(s)
      前田繰一朗,梅津浩史,陶山健仁
    • Journal Title

      電子情報通信学会論文誌

      Volume: Vol.J95-A,No.6 Pages: 523-526

    • NAID

      110009457685

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 局在音声エネルギーを追従する複数音源定位法2012

    • Author(s)
      梅津浩史,陶山健仁
    • Journal Title

      電子情報通信学会論文誌

      Volume: J95-A Pages: 756-759

    • NAID

      110009518240

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] マイクロホン間隔の拡張による複数音源定位の性能改善2012

    • Author(s)
      前田繰一朗,梅津浩史,陶山健仁
    • Journal Title

      電子情報通信学会論文誌

      Volume: J95-A Pages: 523-526

    • NAID

      110009457685

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] MUSICに基づくペナルティ付加による複数音源追尾2014

    • Author(s)
      平川真里,陶山健仁
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      大阪(CAS2013-98)
    • Year and Date
      2014-03-06
    • Related Report
      2013 Final Research Report
  • [Presentation] PSOを用いた音声のスパース性に基づく複数音源追尾2014

    • Author(s)
      平川真里,陶山健仁
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      神奈川(CAS2013-76)
    • Year and Date
      2014-02-06
    • Related Report
      2013 Final Research Report
  • [Presentation] 0-1信頼性分布を用いた複数音源追尾の一提案2014

    • Author(s)
      鈴木毅,陶山健仁
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      福岡(SIP2013-106)
    • Year and Date
      2014-01-23
    • Related Report
      2013 Final Research Report
  • [Presentation] MUSICに基づくペナルティ付加による複数音源追尾2014

    • Author(s)
      平川真里,陶山健仁
    • Organizer
      電子情報通信学会回路とシステム研究会
    • Place of Presentation
      大阪市立大学(大阪府)
    • Related Report
      2013 Annual Research Report
  • [Presentation] PSOを用いた音声のスパース性に基づく複数音源追尾2014

    • Author(s)
      平川真里,陶山健仁
    • Organizer
      電子情報通信学会回路とシステム研究会
    • Place of Presentation
      横浜日本丸訓練センター(神奈川県)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Multiple Sound Source Tracking by Two Microphones using PSO2013

    • Author(s)
      Masato Hirakawa and Kenji Suyama
    • Organizer
      Proceedings of IEEE ISPACS2013
    • Place of Presentation
      沖縄
    • Year and Date
      2013-11-13
    • Related Report
      2013 Final Research Report
  • [Presentation] PSOによる複数話者追尾における同一方向推定回避2013

    • Author(s)
      大森征一,陶山健仁
    • Organizer
      第26回回路とシステムワークショップ予稿集
    • Place of Presentation
      兵庫(査読有)
    • Year and Date
      2013-07-29
    • Related Report
      2013 Final Research Report
  • [Presentation] 複数音源追尾におけるパーティクルの集中化回避2013

    • Author(s)
      松田尚頼,陶山健仁
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      熊本(SIP2013-34)
    • Year and Date
      2013-07-11
    • Related Report
      2013 Final Research Report
  • [Presentation] 逐次更新ヒストグラムに基づく音源追尾の複数音源への拡張2013

    • Author(s)
      鈴木毅,陶山健仁
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      山形(SIP2012-141)
    • Year and Date
      2013-03-14
    • Related Report
      2013 Final Research Report
  • [Presentation] 逐次更新ヒストグラムに基づく音源追尾の複数音源への拡張2013

    • Author(s)
      鈴木毅,陶山健仁
    • Organizer
      2013年電子情報通信学会総合大会
    • Place of Presentation
      岐阜大学(岐阜県)
    • Related Report
      2012 Research-status Report
  • [Presentation] PSOを用いた複数解探索による音源追尾法の提案2012

    • Author(s)
      大森征一,前田繰一朗,松本拓也,陶山健仁
    • Organizer
      第25回回路とシステムワークショップ予稿集
    • Place of Presentation
      兵庫(査読有)
    • Year and Date
      2012-07-31
    • Related Report
      2013 Final Research Report
  • [Presentation] ヒストグラムの逐次更新による単一音源追尾2012

    • Author(s)
      鈴木毅,陶山健仁
    • Organizer
      電気学会電子・情報・システム部門大会
    • Place of Presentation
      弘前大学(青森県)
    • Related Report
      2012 Research-status Report
  • [Presentation] 複数群からなるパーティクルフィルタによる音源追尾における集中化回避2012

    • Author(s)
      松田尚頼,陶山健仁
    • Organizer
      電気学会電子・情報・システム部門大会
    • Place of Presentation
      弘前大学(青森県)
    • Related Report
      2012 Research-status Report
  • [Presentation] PSOを用いた複数解探索による音源追尾法の提案2012

    • Author(s)
      大森征一,前田繰一朗,松本拓也,陶山健仁
    • Organizer
      第25回回路とシステムワークショップ予稿集
    • Place of Presentation
      淡路夢舞台国際会議場(兵庫県)
    • Related Report
      2012 Research-status Report
  • [Presentation] Multiple Sound Source Localization based on Local Existence Property of Speech Signal2011

    • Author(s)
      Hiroshi Umezu and Kenji Suyama
    • Organizer
      Proceedings of 2011 WASET International Conference on Communications and Signal Processing
    • Place of Presentation
      タイ(ICCSP2011)
    • Year and Date
      2011-12-22
    • Related Report
      2013 Final Research Report
  • [Presentation] Multiple Moving Talker Tracking by Integration of Two Successive Algorithms2011

    • Author(s)
      Kenji Suyama, Masahiro Oshida, and Noboru Owada
    • Organizer
      Proceedings of 2011 WASET International Conference on Communications and Signal Processing
    • Place of Presentation
      タイ(ICCSP2011)
    • Year and Date
      2011-12-22
    • Related Report
      2013 Final Research Report
  • [Presentation] Multiple Sound Source Localization based on Local Existence Property of Speech Signal2011

    • Author(s)
      Hiroshi Umezu, Kenji Suyama
    • Organizer
      2011 WASET International Conference on Communications and Signal Processing
    • Place of Presentation
      Thailand
    • Related Report
      2011 Research-status Report
  • [Presentation] Multiple Moving Talker Tracking by Integration of Two Successive Algorithms2011

    • Author(s)
      Kenji Suyama, Masahiro Oshida, Noboru Owada
    • Organizer
      2011 WASET International Conference on Communications and Signal Processing
    • Place of Presentation
      Thailand
    • Related Report
      2011 Research-status Report
  • [Presentation] 逐次更新ヒストグラムに基づく音源追尾の複数音源への拡張

    • Author(s)
      鈴木毅,陶山健仁
    • Organizer
      電子情報通信学会信号処理研究会
    • Place of Presentation
      慶応大学鶴岡キャンパス(山形県)
    • Related Report
      2012 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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