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Development on Transient Noise Reduction with Adaptive Filter Based on High Order Statistic

Research Project

Project/Area Number 24760300
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Communication/Network engineering
Research InstitutionTottori University

Principal Investigator

SASAOKA Naoto  鳥取大学, 工学(系)研究科(研究院), 助教 (80432607)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords信号処理 / 補聴器 / 適応フィルタ / 音声強調 / 高次統計量
Outline of Final Research Achievements

Transient noise reduction system, which can be introduced into a hearing aid, has been investigated. A conventional noise reduction system cannot reduce the transient noise, because it assumes that the characteristic of background noise is static or slowly changed. In order to solve the problem, an adaptive filter based on high order statistic has been proposed. The proposed system takes advantage of difference high order statistic between speech and transient noise. In addition, a noise frame detection and reduction system has been proposed to improve the noise reduction ability at the beginning of noise generation.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (9 results)

All 2015 2014 2013 2012 Other

All Journal Article (8 results) (of which Peer Reviewed: 4 results,  Acknowledgement Compliant: 1 results) Remarks (1 results)

  • [Journal Article] 4 次キュムラントによる突発性騒音フレーム検出を用いる音声強調2015

    • Author(s)
      濵橋直也,笹岡直人,馬水規寛,伊藤良生
    • Journal Title

      電子情報通信学会2015年総合大会講演論文集

      Volume: 1 Pages: 290-290

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Speech Enhancement Using Normalized Cumulant-Based Adaptive Algorithm for Transient Noise2014

    • Author(s)
      Naoto Sasaoka, Kazumasa Ono, Yoshio Itoh
    • Journal Title

      Proc. 2014 IEEE International Symposium on Circuits and Systems

      Volume: 1 Pages: 2313-2316

    • DOI

      10.1109/iscas.2014.6865634

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Noise Activity Detection Based on 4th Order Cumulant for Impact Noise2014

    • Author(s)
      Norihiro Mamizu, Naoto Sasaoka, Yoshio Itoh
    • Journal Title

      Proc. 2014 IEEE Asia Pacific Conference on Circuits and Systems

      Volume: 1 Pages: 85-88

    • DOI

      10.1109/apccas.2014.7032725

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] [招待講演]突発性騒音に対するキュムラントを基にする騒音区間検出及び音声強調手法2014

    • Author(s)
      笹岡直人, 伊藤良生
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: SIS2014-37 Pages: 195-200

    • Related Report
      2014 Annual Research Report
  • [Journal Article] 突発性騒音のための音声強調に用いる4次キュムラントを基にする適応アルゴリズムに関する一検討2013

    • Author(s)
      小野和昌,笹岡直人,伊藤良生
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 113

    • Related Report
      2013 Research-status Report
  • [Journal Article] キュムラントを用いた音声に重畳する突発性騒音区間検出に関する一検討2013

    • Author(s)
      馬水規寛,笹岡直人,奥村慎悟,伊藤良生
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 113

    • Related Report
      2013 Research-status Report
  • [Journal Article] A Study on 4th order Cumulant-based Adaptive Algorithm for Impulsive Noise Reduction2012

    • Author(s)
      Kazumasa Ono, Naoto Sasaoka and Yoshio Itoh
    • Journal Title

      Proceedings of 27th International Technical Conference on Circuits/Systems, Computers and Communications

      Volume: 1

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Speech enhancement based on 4th order cumulant backward linear predictor for impulsive noise2012

    • Author(s)
      Naoto Sasaoka, Kazumasa Ono and Yoshio Itoh
    • Journal Title

      Proceedings of 2012 IEEE 11th International Conference on Signal Processing

      Volume: 1 Pages: 127-131

    • DOI

      10.1109/icosp.2012.6491616

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Remarks] http://dacom1.ele.tottori-u.ac.jp/

    • Related Report
      2014 Annual Research Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

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