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Research on speech recognition interface for elderly people based on acoustic feature extraction of elderly speech

Research Project

Project/Area Number 19560387
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Communication/Network engineering
Research InstitutionKyushu Institute of Technology

Principal Investigator

NIYADA Katsuyuki  Kyushu Institute of Technology, 大学院・工学研究院, 教授 (50363396)

Co-Investigator(Kenkyū-buntansha) MIZUMACHI Mitsunori  九州工業大学, 工学研究院, 助教 (90380740)
Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2009: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2008: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2007: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords音声分析 / 高齢者音声 / 音声認識 / 音声データベース / 音声の表現語 / 音声の聴感的特徴 / 音響的特徴 / 音声インタフェース
Research Abstract

This research aims at investigating acoustic features of elderly speech for improving speech recognition rate of elderly speakers. Listening tests are carried out to know difference of subjective impressions between elderly and non-elderly speech. We summarized that elderly speech was characterized by three adjective phrases : hoarse voice, ill-articulated voice and slow utterance. Then a physical characteristic of elderly speech is investigated corresponding to each adjective phrase. As the result, acoustic characteristics of elderly speech are ; energy lift in higher frequency region in average power spectra, fluctuations in spectra during stationary parts of utterance, slow transition speed between adjacent phonemes, slow utterance speed and irregular utterance rhythm.

Report

(4 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (29 results)

All 2010 2009 2008 2007

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (27 results)

  • [Journal Article] Acoustic analysis of breathy and rough voice characterizing elderly speech2010

    • Author(s)
      Takeshi Miyazaki, Mitsunori Mizumachi, Katsuyuki Niyada
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Pages: 135-141

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Acoustic analysis of breathy and rough voice characterizing elderly speech2010

    • Author(s)
      Takeshi Miyazaki, Mitsunori Mizumachi, Katsuyuki Niyada
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.14 No.2

      Pages: 135-141

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 孤立単語の語頭母音部にみられる高齢者音声の音響的特徴2010

    • Author(s)
      宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      日本音響学会2010年春季研究発表会
    • Place of Presentation
      電気通信大学 調布市
    • Year and Date
      2010-03-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] 高齢者の「めりはりの無い声」を表す物理量に関する考察2010

    • Author(s)
      濱崎健太, 原田大輔, 宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      日本音響学会2010年春季研究発表会
    • Place of Presentation
      電気通信大学 調布市
    • Year and Date
      2010-03-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] Analysis of ill-articulated speech by elderly speakers based on temporal transition of amplitude spectrum2010

    • Author(s)
      Daisuke Harada, Kenta Hamasaki, Takeshi Miyazaki, Mitsunori Mizumachi, Katsuyuki Niyada
    • Organizer
      International Workshop on Nonlinear Circuits and Signal Processing
    • Place of Presentation
      Honolulu, Hawaii USA
    • Year and Date
      2010-03-05
    • Related Report
      2009 Annual Research Report
  • [Presentation] Analysis of ill-articulated speech by elderly speakers based on temporal transition of amplitude spectrum2010

    • Author(s)
      Daisuke Harada, Kenta Hamasaki, Takeshi Miyazaki, Mitsunori Mizumachi, Katsuyuki Niyada
    • Organizer
      International Workshop on Nonlinear Circuits and Signal Processing 2010
    • Place of Presentation
      Honolulu Hawaii USA
    • Related Report
      2009 Final Research Report
  • [Presentation] 高齢者の「めりはりの無い声」を表す物理量に関する考察2010

    • Author(s)
      濱崎健太, 原田大輔, 宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      音講論(春)
    • Place of Presentation
      東京
    • Related Report
      2009 Final Research Report
  • [Presentation] 孤立単語の語頭母音部にみられる高齢者音声の音響的特徴2010

    • Author(s)
      宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      音講論(春)
    • Place of Presentation
      東京
    • Related Report
      2009 Final Research Report
  • [Presentation] 高齢者の「めりはりのない声」に対応する物理量の検討2009

    • Author(s)
      濱崎健太, 原田大輔, 宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      音響学会九州支部第8回学生のための研究発表会講論集
    • Place of Presentation
      熊本大学 熊本市
    • Year and Date
      2009-11-29
    • Related Report
      2009 Annual Research Report
  • [Presentation] 高齢者音声の減り張りのなさとスペクトルの時間遷移の関係2009

    • Author(s)
      原田大輔, 濱崎健太, 宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      第62回電気関係学会九州支部連合大会論文集
    • Place of Presentation
      九州工業大学 飯塚市
    • Year and Date
      2009-09-29
    • Related Report
      2009 Annual Research Report
  • [Presentation] 高齢者音声にみられる「しゃがれ声」の医学的分類に基づく音響的特徴2009

    • Author(s)
      宮崎健, 水町光徳, 二矢田勝行
    • 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 東京都
    • Year and Date
      2009-03-17
    • Related Report
      2008 Annual Research Report
  • [Presentation] Investigation on acoustic feature to characterize ill-articulated voice uttered by elderly people2009

    • Author(s)
      K. Hamasaki, T. Miyazaki, M. Mizumachi, K. Niyada
    • Organizer
      Proc. 2009 RISP International Workshop on Nonlinear Circuits and Signal Processing
    • Place of Presentation
      Honolulu, Hawaii
    • Year and Date
      2009-03-01
    • Related Report
      2008 Annual Research Report
  • [Presentation] The relationship between hoarseness and acoustic features for characterizing elderly speech2009

    • Author(s)
      T. Miyazaki, M. Nishi, M. Mizumachi, K. Niyada
    • Organizer
      Proc. Youngnam-Kyushu Joint Conference on Acoustics 2009
    • Place of Presentation
      Andong, Korea
    • Year and Date
      2009-02-07
    • Related Report
      2008 Annual Research Report
  • [Presentation] The relationship between hoarseness and acoustic features for characterizing elderly speech2009

    • Author(s)
      Takeshi Miyazaki, Mitsunori Mizumachi, Katsuyuki Niyada
    • Organizer
      Proc. Youngnam-Kyushu Joint Conference on Acoustics 2009
    • Place of Presentation
      Pusan Korea
    • Related Report
      2009 Final Research Report
  • [Presentation] Investigation on acoustic feature to characterize ill-articulated voice uttered by elderly people2009

    • Author(s)
      Kenta Hamasaki, Takeshi Miyazaki, Mitsunori Mizumachi, Katsuyuki Niyada
    • Organizer
      International Workshop on Nonlinear Circuits and Signal Processing 2009
    • Place of Presentation
      Honolulu Hawaii USA
    • Related Report
      2009 Final Research Report
  • [Presentation] 高齢者の「めりはりのない声」に対応する物理量の検討2009

    • Author(s)
      濱崎健太, 原田大輔, 宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      音響学会九州支部第8回学生のための研究発表会
    • Place of Presentation
      熊本
    • Related Report
      2009 Final Research Report
  • [Presentation] 高齢者音声の減り張りのなさとスペクトルの時間遷移の関係2009

    • Author(s)
      原田大輔, 濱崎健太, 宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      第62回電気関係学会九州支部連合大会
    • Place of Presentation
      飯塚
    • Related Report
      2009 Final Research Report
  • [Presentation] 高齢者音声にみられる「しゃがれ声」の医学的分類に基づく音響的特徴2009

    • Author(s)
      宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      音講論(春)
    • Place of Presentation
      東京
    • Related Report
      2009 Final Research Report
  • [Presentation] 高齢者音声の聴覚的特徴を形容する語の抽出に関する検討2008

    • Author(s)
      宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      電子情報通信学会技術研究報告
    • Place of Presentation
      熊本大学 熊本市
    • Year and Date
      2008-10-25
    • Related Report
      2008 Annual Research Report
  • [Presentation] 高齢者音声の聴覚的特徴と対応する音響的特徴に関する検討2008

    • Author(s)
      宮崎健, 西将輝, 水町光徳, 二矢田勝行
    • Organizer
      第61回電気関係学会九州支部連合大会
    • Place of Presentation
      大分大学 大分市
    • Year and Date
      2008-09-24
    • Related Report
      2008 Annual Research Report
  • [Presentation] 高齢者の「めりはりのない声」を表す音響的特徴の検討2008

    • Author(s)
      濱崎健太, 宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      日本音響学会2008年秋季研究発表会
    • Place of Presentation
      九州大学 福岡市
    • Year and Date
      2008-09-17
    • Related Report
      2008 Annual Research Report
  • [Presentation] 高齢者音声を印象付ける聴覚的特徴に関する検討2008

    • Author(s)
      宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      日本音響学会2008年秋季研究発表会
    • Place of Presentation
      九州大学 福岡市
    • Year and Date
      2008-09-12
    • Related Report
      2008 Annual Research Report
  • [Presentation] 高齢者音声を特徴付ける表現語の抽出に関する検討2008

    • Author(s)
      宮崎 健、, 水町 光徳、, 二矢 田勝行
    • Organizer
      日本音響学会2008年春季研究発表会
    • Place of Presentation
      千葉工大
    • Year and Date
      2008-03-19
    • Related Report
      2007 Annual Research Report
  • [Presentation] 高齢者音声の聴覚的特徴を形容する語の抽出に関する検討2008

    • Author(s)
      宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      信学技報
    • Place of Presentation
      熊本
    • Related Report
      2009 Final Research Report
  • [Presentation] 高齢者音声の聴覚的特徴と対応する音響的特徴に関する検討2008

    • Author(s)
      宮崎健, 西将輝, 水町光徳, 二矢田勝行
    • Organizer
      第61回電気関係学会九州支部連合大会
    • Place of Presentation
      大分
    • Related Report
      2009 Final Research Report
  • [Presentation] 高齢者の「めりはりのない声」を表す音響的特徴の検討2008

    • Author(s)
      濱崎健太, 宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      音講論(秋)
    • Place of Presentation
      福岡
    • Related Report
      2009 Final Research Report
  • [Presentation] 高齢者音声を印象付ける聴覚的特徴に関する検討2008

    • Author(s)
      宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      音講論(秋)
    • Place of Presentation
      福岡
    • Related Report
      2009 Final Research Report
  • [Presentation] 高齢者音声を特徴付ける表現語の抽出に関する検討2008

    • Author(s)
      宮崎健, 水町光徳, 二矢田勝行
    • Organizer
      音講論(春)
    • Place of Presentation
      東京
    • Related Report
      2009 Final Research Report
  • [Presentation] バズ音の長さに着目した高齢者音声の特徴解析2007

    • Author(s)
      井手康裕, 宮崎健, 原田勝也, 水町光徳, 二矢田勝行
    • Organizer
      第60回電気関係学会九州支部連合大会
    • Place of Presentation
      那覇
    • Related Report
      2009 Final Research Report

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Published: 2007-04-01   Modified: 2016-04-21  

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