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Speech Recognition Using Wearable and Environmental Microphones under Real Environments

Research Project

Project/Area Number 20500177
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionAichi University of Technology

Principal Investigator

JITSUHIRO Takatoshi  Aichi University of Technology, 工学部, 准教授 (60394996)

Co-Investigator(Renkei-kenkyūsha) KOGURE Kiyoshi  金沢工業大学, 工学部, 教授 (50395159)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2010: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2009: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2008: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords音声認識 / 雑音抑圧 / ウェアラブルコンピューティング / スペクトラルサブトラクション / スペクトルサブトラクション
Research Abstract

We propose a new noise suppression using two kinds of microphones with auto time-synchronization. The one of microphones is used to estimate noise signals, and the estimated noise components are subtracted from the target input signal of the other microphone. Auto time-synchronization is done by using speech features' distance, and the space characteristics of noise spectrum is compensated by an estimated conversion matrix. Experimental results show that this method is more effective for non-stationary noise signals.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (7 results)

All 2011 2009 Other

All Presentation (4 results) Remarks (3 results)

  • [Presentation] 2種類のマイクロホンを利用して自動同期しつつ雑音抑圧する手法2011

    • Author(s)
      真野雄大, 五十右準, 實廣貴敏, 小暮潔
    • Organizer
      日本音響学会2011年春季研究発表会講演論文集
    • Place of Presentation
      早稲田大学
    • Year and Date
      2011-03-10
    • Related Report
      2010 Annual Research Report
  • [Presentation] 2種類のマイクロホンを利用して自動同期しつつ雑音抑圧する手法2011

    • Author(s)
      真野雄太, 五十右準, 實廣貴敏, 小暮潔
    • Organizer
      日本音響学会2011年春季研究発表会講演論文集, pp.155-156
    • Related Report
      2010 Final Research Report
  • [Presentation] 装着型および環境設置型マイクロホンを用いた音声認識のための雑音抑圧手法2009

    • Author(s)
      實廣 貴敏, 小暮潔
    • Organizer
      日本音響学会2009年春季研究発表会
    • Place of Presentation
      東京工業大学
    • Year and Date
      2009-03-17
    • Related Report
      2008 Annual Research Report
  • [Presentation] 装着型および環境設置型マイクロホンを用いた音声認識のための雑音抑圧手法2009

    • Author(s)
      實廣貴敏, 小暮潔
    • Organizer
      日本音響学会2009年春季研究発表会講演論文集, pp.151-152
    • Related Report
      2010 Final Research Report
  • [Remarks] ホームページ 愛知工科大学工学部情報メディア学科学廣研究室ホームページ

    • URL

      http://wwwl.aut.ac.jp/~jtlab/

    • Related Report
      2010 Final Research Report
  • [Remarks] 愛知工科大学工学部情報メディア学科 實廣研究室ホームページ

    • Related Report
      2010 Annual Research Report
  • [Remarks] 「研究資金」のページ 本研究の概要あり

    • URL

      http://www1.aut.ac.jp/~jtlab/

    • Related Report
      2010 Annual Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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