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speech enhancement using parameter estimation between frequency subbands

Research Project

Project/Area Number 24656239
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Communication/Network engineering
Research InstitutionKitami Institute of Technology

Principal Investigator

NAKAGAKI Atsushi  北見工業大学, 工学部, 講師 (90250539)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2014: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords雑音抑圧 / 音声強調 / 線スペクトル対 / サブバンド信号
Outline of Final Research Achievements

In order to maintain speech communication in noisy environments, a new speech enhancement method using parameter estimation between frequency subbands is developed. This method divides a speech signal into a low subband signal and a high subband signal. While the low subband signal which has higher SNR is enhanced by the conventional method, the high subband signal which has lower SNR is enhanced using information obtained from low subband signal.
The line spectrum pairs (LSPs) are employed as feature parameters of subband signals. The low subband LSPs are transformed into the high subband LSPs by using the relation between two subbands which was learned preliminarily.

Report

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

    (3 results)

All 2015 2013

All Presentation (3 results)

  • [Presentation] LSPによる変換行列を用いた雑音抑圧2015

    • Author(s)
      石山貴彦,中垣淳,榮坂俊雄
    • Organizer
      2014年度電子情報通信学会総合大会
    • Place of Presentation
      滋賀県
    • Year and Date
      2015-03-10 – 2015-03-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] LSPに基づく変換を用いた音声強調2015

    • Author(s)
      石山貴彦,中垣淳,榮坂俊雄
    • Organizer
      2014年度IEICE北海道支部インターネットシンポジウム
    • Place of Presentation
      北海道
    • Year and Date
      2015-02-17 – 2015-02-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] LSPに基づく変換を用いた音声強調2013

    • Author(s)
      中垣淳
    • Organizer
      IEICE北海道支部学生会インターネットシンポジウム
    • Place of Presentation
      札幌
    • Related Report
      2012 Research-status Report

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

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