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On quick search algorithm for spoken term detection using suffix array and its practical evaluation

Research Project

Project/Area Number 24700167
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Perception information processing/Intelligent robotics
Research InstitutionToyohashi University of Technology

Principal Investigator

KATSURADA Kouichi  豊橋技術科学大学, 国際交流センター, 准教授 (80324490)

Co-Investigator(Renkei-kenkyūsha) NITTA Tsuneo  早稲田大学, グリーン・コンピューティング, システム研究機構 (70314101)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
KeywordsSpoken Term Detection / Suffix Array / 音声検索語検出 / キーワード分割
Outline of Final Research Achievements

We developed a fast spoken term detection (STD) system using a suffix array that does not spend a large memory space. This system realizes quick and memory-saving search by regarding a suffix array as a tree and applying DP matching to all paths from the root node. In addition, to overcome the problem that search time exponentially increases according to the length of search keyword, the search keyword is divided into shorter sub-keywords and they are searched for instead of the original keyword. We evaluate our system by comparing it with a general N-gram-index based approach and some other fast STD methods. The experimental results show that our method achieves accurate search without losing quickness of search.

Report

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

    (24 results)

All 2015 2014 2013 2012

All Journal Article (5 results) (of which Peer Reviewed: 5 results,  Acknowledgement Compliant: 2 results) Presentation (19 results) (of which Invited: 2 results)

  • [Journal Article] Solving the Phoneme Conflict in Grapheme-to-Phoneme Conversion Using a Two-Stage Neural Network-Based Approach2014

    • Author(s)
      Seng Kheang, Kouichi Katsurada, Yurie Iribe and Tsuneo Nitta
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E97.D Issue: 4 Pages: 901-910

    • DOI

      10.1587/transinf.E97.D.901

    • NAID

      130003394916

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2014 Annual Research Report 2013 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Mapping Articulatory-Features to Vocal-Tract Parameters for Voice Conversion2014

    • Author(s)
      Narpendyah W. Ariwardhani, Yurie Iribe, Kouichi Katsurada and Tsuneo Nitta
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E97.D Issue: 4 Pages: 911-918

    • DOI

      10.1587/transinf.E97.D.911

    • NAID

      130003394917

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2014 Annual Research Report 2013 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Suffix Arrayを用いた高速音声検索語検出システムの性能評価2013

    • Author(s)
      桂田 浩一,勝浦 広大,入部 百合絵,新田 恒雄
    • Journal Title

      電子情報通信学会論文誌

      Volume: J96-D Pages: 2540-2548

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Task Estimation Using Latent Semantic Analysis of Visual Scenes and Spoken Words2012

    • Author(s)
      木村 優志,澤田 心大,入部 百合絵,桂田 浩一,新田 恒雄
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 132 Issue: 9 Pages: 1473-1480

    • DOI

      10.1541/ieejeiss.132.1473

    • NAID

      10031019512

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Phoneme recognition based on AF-HMMs with optimal parameter set2012

    • Author(s)
      Narpendyah W. Ariwardhani, Masaki Kimura, Yurie Iribe, Kouichi Katsurada, Tsuneo Nitta
    • Journal Title

      Journal of Signal Processing

      Volume: Vol.16 Pages: 571-579

    • NAID

      130004457050

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] AutoEncoderを用いたActive Appearance Modelsの性能向上2015

    • Author(s)
      渡辺拓也,桂田浩一,新田恒雄,入部百合絵
    • Organizer
      情報処理学会第77回全国大会
    • Place of Presentation
      京都大学
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 調音運動に基づく HMM 歌声合成における予測残差音源の自然性向上2015

    • Author(s)
      入澤 浩太郎,桂田 浩一,入部 百合絵,新田 恒雄
    • Organizer
      日本音響学会2015春季研究発表会講演論文集
    • Place of Presentation
      中央大学後楽園キャンパス
    • Year and Date
      2015-03-16 – 2015-03-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] 調音運動に基づくHMM歌声合成における駆動音源の改善2015

    • Author(s)
      入澤 浩太郎,桂田 浩一,入部 百合絵,新田 恒雄
    • Organizer
      電子情報通信学会技術研究報告,SP2014-127
    • Place of Presentation
      じゅうろくプラザ
    • Year and Date
      2015-01-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] Novel Two-Stage Model for Grapheme-to-Phoneme Conversion using New Grapheme Generation Rules2014

    • Author(s)
      Seng Kheang, Kouichi Katsurada, Yurie Iribe and Tsuneo Nitta
    • Organizer
      ICAICTA2014
    • Place of Presentation
      インドネシア・バンドン
    • Year and Date
      2014-08-20 – 2014-08-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] 認識に使用する顔領域の違いによる読唇性能の比較2014

    • Author(s)
      桂田 浩一
    • Organizer
      第1回サイレント音声認識ワークショップ
    • Place of Presentation
      九州工業大学
    • Year and Date
      2014-08-07 – 2014-08-08
    • Related Report
      2014 Annual Research Report
  • [Presentation] 調音運動のワンモデル音声認識合成における残差符号帳の改良2014

    • Author(s)
      坂本 光弘,桂田 浩一,入部 百合絵,新田 恒雄
    • Organizer
      日本音響学会2014年春季研究発表会
    • Place of Presentation
      日本大学理工学部
    • Related Report
      2013 Research-status Report
  • [Presentation] マルチモーダル対話システム構築のためのJavaScriptライブラリMMI.jsにおける対話割り込み機能の実現2014

    • Author(s)
      田中 遼,桂田 浩一,入部 百合絵,新田 恒雄
    • Organizer
      情報処理学会第76回全国大会
    • Place of Presentation
      東京電機大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Suffix Arrayを用いた音声検索語検出エンジンを利用する講義映像・音声の全文検索モジュールの開発2014

    • Author(s)
      森本 容介,青木 久美子,桂田 浩一,石原 元気,三浦 成一,入部 百合絵,新田 恒雄
    • Organizer
      電子情報通信学会ET研究会
    • Place of Presentation
      高知工業高等専門学校
    • Related Report
      2013 Research-status Report
  • [Presentation] Suffix Arrayを用いた高速STDのための検索閾値の調整手法2014

    • Author(s)
      三浦 成一 ,桂田 浩一,入部 百合絵,新田 恒雄
    • Organizer
      第8回音声ドキュメント処理ワークショップ
    • Place of Presentation
      豊橋市民センター
    • Related Report
      2013 Research-status Report
  • [Presentation] Introducing Articulatory Ancho-point to ANN Training for Corrective Learning of Pronunciation2013

    • Author(s)
      Yurie Iribe, Silasak Manosavanh, Kouichi Katsurada, Ryoko Hayashi and Chunyue Zhu, Tsuneo Nitta
    • Organizer
      ICASSP2013
    • Place of Presentation
      Vancouver Convention & Exhibition Center, Canada
    • Related Report
      2013 Research-status Report
  • [Presentation] Acceleration of Spoken Term Detection Using a Suffix Array by Assigning Optimal Threshold Values to Sub-Keywords2013

    • Author(s)
      Kouichi Katsurada, Seiichi Miura, Kheang Seng, Yurie Iribe and Tsuneo Nitta
    • Organizer
      InterSpeech 2013
    • Place of Presentation
      LYON CONVENTION CENTER, France
    • Related Report
      2013 Research-status Report
  • [Presentation] Voice Conversion For Arbitrary Speakers Using Articulatory-Movement To Vocal-Tract Parameter Mapping2013

    • Author(s)
      Narpendyah W. Ariwardhani, Yurie Iribe, Kouichi Katsurada and Tsuneo Nitta
    • Organizer
      MLSP2013
    • Place of Presentation
      Chilworth Manor Hotel & Conference Centre, UK
    • Related Report
      2013 Research-status Report
  • [Presentation] Suffix Arrayを用いた高速音声検索語検出における検索閾値の調整法の改良2013

    • Author(s)
      三浦 成一,桂田 浩一,入部 百合絵,新田 恒雄
    • Organizer
      日本音響学会2013年秋季研究発表会
    • Place of Presentation
      豊橋技術科学大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Improvement of AF-based voice conversion for arbitrary speakers2013

    • Author(s)
      Narpendyah Wisjnu Ariwardhani, Yurie Iribe, Kouichi Katsurada, Tsuneo Nitta
    • Organizer
      電子情報通信学会SP研究会
    • Place of Presentation
      筑波大学文京キャンパス
    • Related Report
      2013 Research-status Report
  • [Presentation] Articulatory Movements from Speech for Pronunciation Training2012

    • Author(s)
      Silasak Manosavanh, Yurie Iribe, Kouichi Katsurada, Ryoko Hayashi, Chunyue Zhu and Tsuneo Nitta
    • Organizer
      ICCE2012
    • Place of Presentation
      Singapore
    • Related Report
      2012 Research-status Report
  • [Presentation] Real-time Visualization of English Pronunciation on an IPA Chart Based on Articulatory Feature Extraction2012

    • Author(s)
      Yurie Iribe, Takurou Mori, Kouichi Katsurada, Goh Kawai, Tsuneo Nitta
    • Organizer
      INTERSPEECH2012
    • Place of Presentation
      Portland, U.S.
    • Related Report
      2012 Research-status Report
  • [Presentation] Pronunciation Training by Extracting Articulatory-Movement from Speech2012

    • Author(s)
      Tsuneo Nitta, Silasak Manosavan, Yurie Iribe, Kouichi Katsurada, Ryoko Hayashi and Chunyue Zhu
    • Organizer
      IS ADEPT
    • Place of Presentation
      Stockholm, Sweden
    • Related Report
      2012 Research-status Report
  • [Presentation] Proposal of MMI-API and Library for JavaScript2012

    • Author(s)
      Kouichi Katsurada, Taiki Kikuchi, Yurie Iribe, and Tsuneo Nitta
    • Organizer
      KES IIMSS 2012
    • Place of Presentation
      Gifu, Japan
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Animated Pronunciation Generated from Speech for Pronunciation Training2012

    • Author(s)
      Yurie Iribe, Silasak Manosavan, Kouichi Katsurada, and Tsuneo Nitta
    • Organizer
      KES IIMSS 2012
    • Place of Presentation
      Gifu, Japan
    • Related Report
      2012 Research-status Report
    • Invited

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

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