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Smart Noise Reduction System

Research Project

Project/Area Number 17560341
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Communication/Network engineering
Research InstitutionTottori University

Principal Investigator

ITOH Yoshio  Tottori University, Eng., Professor (70263481)

Co-Investigator(Kenkyū-buntansha) KINUGASA Yasutomo  Matsue College of Technology, Eng, Assistant Professor (40300610)
Project Period (FY) 2005 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥1,950,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥150,000)
Fiscal Year 2007: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2006: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 2005: ¥800,000 (Direct Cost: ¥800,000)
Keywordsnoise reduction / voice / wideband noise / sinusoidal noise / adaptive filter / fundamental period detector / 適応線スペクトル強調器 / 線形予測器 / 逆フィルタ
Research Abstract

The mobile phone terminal is almost spreading to all members about the people. In such a situation, the mobile phone might be used in the environment with high noise level. For this case, a high level noise mixes with the transmitted voice, and the clearness of voice is deteriorated on the receiving side. Then, the introduction of the noise reduction system to achieve a high-quality telephone call under the noisy environment is needed.
As a typical noise reduction method, the microphone array and spectrum subtraction (SS) method are well known. In the microphone array, the number of microphones used increases as the number of noise sources increases. On the other hand, a musical noise is generated in the SS method which uses only a single microphone.
In this research, we have proposed a new noise reduction system which can simultaneously reduce the wideband noise and the sinusoidal noise. The proposed method is composed of adaptive line enhancer (ALE), adaptive noise estimation filter (NEF) and adaptive linear predictor (LP). The advantage is not to detect a silent section of voice and to be able to track also the change of the characteristic of the noise. The main study results of this research are as follows.
1. It is necessary to set the de-correlation parameter to 20ms or more in ALE to estimate the sinusoidal noise.
2. It is necessary to set the decorrelation parameter to several milli seconds in ALE that suppress the wideband noise and estimate only the voice.
3. The reduction in the computational complexity became possible by using only the taps of corresponding to the fundamental period of the sinusoidal noise in ALE for the sinusoidal noise estimation.
4. The fundamental period detection of sinusoidal noise under the environment where the voice exists together became possible by using ALE for the fundamental period detector.

Report

(4 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • Research Products

    (34 results)

All 2007 2006 2005

All Journal Article (24 results) (of which Peer Reviewed: 8 results) Presentation (10 results)

  • [Journal Article] Variable step size NLMS algorithm for Speech Noise Reduction2007

    • Author(s)
      Naoto Sasaoka
    • Journal Title

      Proc. 2007 International Conference on Telecomm unications, Industry and Regulatory Development

      Pages: 48-59

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Variable step size NLMS algorithm for Speech Noise Reduction2007

    • Author(s)
      Naoto, Sasaoka
    • Journal Title

      Proc. 2007 International Conference on Telecommunications, Industry and Regulatory Development

      Pages: 48-59

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] ALE及びNEFを用いた騒音抑圧法の基本周期検出器による演算量削減手法に関する一検討2007

    • Author(s)
      宮脇敏洋
    • Journal Title

      電子情報通信学会技術研究報告

    • Related Report
      2007 Annual Research Report
  • [Journal Article] ALE及びNEFを用いた正弦波騒音及び広帯域騒音抑圧法のステップサイズ制御に関する検討2007

    • Author(s)
      渡辺匡哉
    • Journal Title

      電子情報通信学会技術研究報告

    • Related Report
      2007 Annual Research Report
  • [Journal Article] Variable step size NLMS algorithm for Speech Noise Reduction2007

    • Author(s)
      Naoto Sasaoka
    • Journal Title

      Proc. of 2007 International Conference on Tele-communications, Industry and Regulatory Development

      Pages: 48-51

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A noise reduction system for wideband and sinusoidal noise based on adaptive line enhancer and inverse filter2006

    • Author(s)
      Naoto Sasaoka
    • Journal Title

      IEICE Trans. Fundamentals E89-A

      Pages: 503-510

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A study on pitch period detection based on ALE for sinusoidal noise2006

    • Author(s)
      Naoto Sasaoka
    • Journal Title

      Proc. 2006 International Symposium on Communications and Information Technologies

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A study on less computational load of ALE for estimating sinusoidal noise2006

    • Author(s)
      Toshihiro Miyawaki
    • Journal Title

      Proc. Theory and Applications, Asia Simulation Conference 2006

      Pages: 425-429

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A study on pitch detection of sinusoidal noise for noise reduction system2006

    • Author(s)
      Toshihiro Miyawaki
    • Journal Title

      Proc. 2006 International Symposium on Intelligent Signal Processing and Communication Systems

      Pages: 311-314

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A noise reduction system for wideband and sinusoidal noise based on adaptive line enhancer and inverse filter2006

    • Author(s)
      Naoto, Sasaoka
    • Journal Title

      IEICE Trans. Fundamentals Vol. E89-A, No. 2

      Pages: 503-510

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A study on pitch period detection based on ALE for sinusoidal noise2006

    • Author(s)
      Naoto, Sasaoka
    • Journal Title

      Proc. International Symposium on Communications and Information Technologies 2006 (ISCIT2006)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A study on less computational load of ALE for estimating sinusoidal noise2006

    • Author(s)
      Toshihiro, Miyawaki
    • Journal Title

      Proc. Theory and Applications, Asia Simulation Conference 2006

      Pages: 425-429

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A study on pitch detection of sinusoidal noise for noise reduction system2006

    • Author(s)
      Toshihiro, Miyawaki
    • Journal Title

      Proc. 2006 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS2006)

      Pages: 311-314

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A study on pitch period detection based on ALE for sinusoidal noise2006

    • Author(s)
      Naoto Sasaoka
    • Journal Title

      Proc. of International Symposium on Communications and Information Technologies 2006

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A study on less computational load of ALE for estimating sinusoidal noise2006

    • Author(s)
      Toshihiro Miyawaki
    • Journal Title

      Proc. of Theory and Applications, Asia Simulation Conference 2006

      Pages: 425-429

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A study on pitch detection of sinusoidal noise for noise reduction system2006

    • Author(s)
      Toshihiro Miyawaki
    • Journal Title

      Proc. of 2006 International Symposium on Intelligent Signal Processing and Communication Systems

      Pages: 311-314

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ALE及びNEFを用いた騒音抑圧法に関する一検討2006

    • Author(s)
      笹岡直人
    • Journal Title

      電子情報通信学会技術研究報告

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ALEを用いた正弦波信号の基本周期検出法に関する一検討2006

    • Author(s)
      宮脇敏洋
    • Journal Title

      電子情報通信学会技術研究報告

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A noise reduction system for wideband and sinusoidal noise based on adaptive line enhancer and inverse filter2006

    • Author(s)
      Naoto Sasaoka
    • Journal Title

      IEICE Trans.Fundamentals E89-A・2

      Pages: 503-510

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A new noise reduction system based on ALE and noise reconstruction filter2005

    • Author(s)
      Naoto Sasaoka
    • Journal Title

      Proc. 2005 IEEE International Symposium on Circuits and Systems

      Pages: 272-275

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary 2005 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A study on less computational load of noise reduction method based on ALE and noise estimation filter2005

    • Author(s)
      Naoto Sasaoka
    • Journal Title

      Proc. 2005 International Symposium on Intelligent Signal Processing and Communication Systems

      Pages: 685-688

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary 2005 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A new noise reduction system based on ALE and noise reconstruction filter2005

    • Author(s)
      Naoto, Sasaoka
    • Journal Title

      Proc. 2005 IEEE International Symposium on Circuits and Systems(ISCAS2005)

      Pages: 272-275

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A study on less computational load of noise reduction method based on ALE and noise estimation filter2005

    • Author(s)
      Naoto, Sasaoka
    • Journal Title

      Proc. 2005 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS2005), (ISPACS2005)

      Pages: 685-688

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] ALEおよび逆フィルタを利用した騒音抑圧法の演算量削減に関する検討2005

    • Author(s)
      笹岡直人
    • Journal Title

      電子情報通信学会技術研究報告 105・112

      Pages: 7-12

    • Related Report
      2005 Annual Research Report
  • [Presentation] ALE及びNEFを用いた正弦波騒音及び広帯域騒音抑圧法のステップサイズ制御に関する検討2007

    • Author(s)
      渡辺匡哉
    • Organizer
      電子情報通信学会スマートインフォメディアシステム研究会
    • Place of Presentation
      神戸市
    • Year and Date
      2007-12-11
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A study on wideband and sinusoidal noise reduction system using ALE and NEF with step size control2007

    • Author(s)
      Masatoshi, Watanabe
    • Organizer
      IEICE SIS Technical Meeting
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2007-12-11
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] ALE及びNEFを用いた騒音抑圧法の基本周期検出器による演算量削減手法に関する一検討2007

    • Author(s)
      宮脇敏洋
    • Organizer
      電子情報通信学会スマートインフォメディアシステム研究会
    • Place of Presentation
      名古屋市
    • Year and Date
      2007-09-28
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A study on less computational load method with a pitch detection for noise reduction system based on ALE and NEF2007

    • Author(s)
      Toshihiro, Miyawaki
    • Organizer
      IEICE SIS Technical Meeting
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2007-09-28
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] ALEを用いた正弦波信号の基本周期検出法に関する一検討2006

    • Author(s)
      宮脇敏洋
    • Organizer
      電子情報通信学会スマートインフォメディアシステム研究会
    • Place of Presentation
      名古屋市
    • Year and Date
      2006-09-26
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A study on pitch detection of sinusoidal signal using ALE2006

    • Author(s)
      Toshihiro, Miyawaki
    • Organizer
      IEICE SIS Technical Meeting
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2006-09-26
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] ALE及びNEFを用いた騒音抑圧法に関する一検討2006

    • Author(s)
      笹岡直人
    • Organizer
      電子情報通信学会スマートインフォメディアシステム研究会
    • Place of Presentation
      宮古島市
    • Year and Date
      2006-06-15
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A study on noise reduction system using ALE and NEF2006

    • Author(s)
      Naoto, Sasaoka
    • Organizer
      IEICE SIS Technical Meeting
    • Place of Presentation
      Miyakojima, Japan
    • Year and Date
      2006-06-15
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] ALEおよび逆フィルタを利用した騒音抑圧法の演算量削減に関する検討2005

    • Author(s)
      笹岡直人
    • Organizer
      電子情報通信学会スマートインフォメディアシステム研究会
    • Place of Presentation
      釧路市
    • Year and Date
      2005-06-17
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A study on less computational load of noise reduction system using ALE and inverse filter2005

    • Author(s)
      Naoto, Sasaoka
    • Organizer
      IEICE SIS Technical Meeting
    • Place of Presentation
      Kushiro, Japan
    • Year and Date
      2005-06-17
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary

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Published: 2005-04-01   Modified: 2016-04-21  

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