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Large scale audio fingerprint searching in the internet using FPGA

Research Project

Project/Area Number 17K00074
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Computer system
Research InstitutionJapan Advanced Institute of Science and Technology

Principal Investigator

Inoguchi Yasushi  北陸先端科学技術大学院大学, 情報社会基盤研究センター, 教授 (90293406)

Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Discontinued (Fiscal Year 2020)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2020: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
Fiscal Year 2019: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000)
Fiscal Year 2018: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2017: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
KeywordsFPGA / 音楽電子指紋 / MIDI / リコンフィギャラブルシステム / 電子指紋 / 音楽ファイル / インターネット / 人工音楽 / GPGPU / クラスタリング / DWT
Outline of Final Research Achievements

In this research we develop a method to calculate audio finger print from an audio file sending via the internet and detect the song and controlling it's copyright. As the first result of this research, we establish a method to identify the calculated fingerprint from the billions number of songs in the audio fingerprint database using multi-GPGPUs. The second major result is a new audio fingerprint calculation algorithm. Conventional method calculates the fingerprint using 128k samples form the top of the audio file, thus the algorithm uses only 2.97 second of the song and it decrease the detection accuracy. We proposed a new sampling method that takes fingerprint samples from the whole of the music file, and we improve the detection accuracy. The final major result is to find the possibility of the design using high-level synthesis.

Academic Significance and Societal Importance of the Research Achievements

近年,Winny や WinMXなど,インターネットでデジタル著作物を交換するソフトウェア(ファイル交換ソフト)が広く用いられ,デジタル著作物の著作権侵害が大きな社会問題となっている.ファイル交換ソフトを利用する理由は,必ずしも著作権を侵害することが目的ではなく,音楽等の便利な入手ツールとして利用している要素が少なくない.もし音楽の電子指紋が高速に検出・検索できれば,誰が誰にどの楽曲を送ったか把握でき,許諾の付与や課金が容易に可能になる.このような手軽で合理的な音楽共有のための手段を構築し,社会の豊かさに貢献することが,本研究の最終目的である.

Report

(4 results)
  • 2020 Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (15 results)

All 2020 2019 2018 2017 Other

All Int'l Joint Research (1 results) Journal Article (5 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 5 results,  Open Access: 3 results) Presentation (8 results) (of which Int'l Joint Research: 4 results,  Invited: 1 results) Book (1 results)

  • [Int'l Joint Research] IIUM/KICT/Department of Computer Science(マレーシア)

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Locality-Sensitive Hashing for Information Retrieval System on Multiple GPGPU Devices2020

    • Author(s)
      Nguyen Mau Toan、Inoguchi Yasushi
    • Journal Title

      Applied Sciences

      Volume: 10 Issue: 7 Pages: 2539-2539

    • DOI

      10.3390/app10072539

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] SCCN: A Time-Effective Hierarchical Interconnection Networkfor Network-On-Chip2019

    • Author(s)
      Mohammed N. M. Ali, M. M. Hafizur Rahman, Rizal Mohd Nor, Dhiren K. Behera, Tengku Mohd Tengku Sembok, Yasuyuki Miura and Yasushi Inoguchi
    • Journal Title

      Mobile Networks and Applications, Springer

      Volume: 24 Issue: 4 Pages: 1-10

    • DOI

      10.1007/s11036-019-01262-2

    • Related Report
      2019 Annual Research Report 2018 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] The Connectivity and the Static-Cost-Effective Analysis of a Shifted Completely Connected Network2019

    • Author(s)
      Mohammed N.M. Ali, M.M. Hafizur Rahman, Adamu Abubakar Ibrahim, Dhiren K. Behera and Yasushi Inoguchi
    • Journal Title

      International Journal of Computational Intelligence Studies

      Volume: 8 Issue: 1/2 Pages: 158-175

    • DOI

      10.1504/ijcistudies.2019.098021

    • Related Report
      2019 Annual Research Report 2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Real-Time Sound Field Rendering Processor2018

    • Author(s)
      Tan Yiyu, Yasushi Inoguchi, Makoto Otani, Yukio Iwaya and Takao Tsuchiya
    • Journal Title

      Applied Science

      Volume: 8,35 Issue: 1 Pages: 1-17

    • DOI

      10.3390/app8010035

    • NAID

      120006501336

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A new power efficient high performance interconnection network for many-core processors2017

    • Author(s)
      Faiz Al Faisal, M.M. Hafizur Rahmana and Yasushi Inoguchi
    • Journal Title

      Journal of Parallel and Distributed Computing

      Volume: 101 Pages: 92-102

    • DOI

      10.1016/j.jpdc.2016.11.007

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 高位合成を用いたFPGAによるCNN学習の電力効率の向上2019

    • Author(s)
      齋藤 卓磨, 井口 寧
    • Organizer
      2019年度 電気関係学会 北陸支部連合大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Scalable Dynamic Locality-Sensitive Hashing for Structured Datase on Main Memory and GPGPU memory2018

    • Author(s)
      Toan Nguyen Mau and Yasushi Inoguchi
    • Organizer
      10thInternational Conference on Grid Computing (GridCom-2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 1億曲スケールの人工楽曲データベースを用いた ネットワークにおける楽曲の高速検索システムの構築2018

    • Author(s)
      YANG GEJUN, 井口 寧
    • Organizer
      2018年度 電気関係学会 北陸支部連合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Static Cost-Effective Analysis of a Shifted Completely Connected Network2017

    • Author(s)
      Mohammed N. M. Ali, M. M. Hafizur Rahman, Dhiren K. Behera, and Yasushi Inoguchi,
    • Organizer
      International Conference on Computational Intelligence in Data Mining (ICCIDM 2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Probabilistic Strategies Based on Staged LSH for Speedup of Audio Fingerprint Searching with Ten Million Scale Database2017

    • Author(s)
      Masahiro Fukuda and Yasushi Inoguchi
    • Organizer
      International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies (HEART)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] A compression method for storage formats of sparse matrix in solving the large scale linear systems2017

    • Author(s)
      Tomoki Kawamura, Yoneda Kazunori, Takashi Yamazaki, Takashi Iwamura, Masahiro Watanabe and Yasushi Inoguchi
    • Organizer
      19th Workshop on Advances in Parallel and Distributed Computational Models (APDCM) held in conjunction with 31rd IEEE International Parallel and Distributed Processing Symposium (IPDPS)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] FPGAによる電子指紋検索の高速化事例2017

    • Author(s)
      井口 寧, 福田 真啓
    • Organizer
      DAシンポジウム, 特別セッション: リコンフィギャラブルシステム~デバイス・設計環境・応用事例の最前線~
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] SnortのPCREからVerilog HDLへの自動変換2017

    • Author(s)
      福田 真啓, 井口 寧
    • Organizer
      電子情報通信学会 リコンフィギャラブルシステム研究会
    • Related Report
      2017 Research-status Report
  • [Book] A New Static Cost-Effective Parameter for Interconnection Networks of Massively Parallel Computer Systems2018

    • Author(s)
      M.M. Hafizur Rahman, Mohammed N. M. Ali, Adamu Abubakar Ibrahim, D K Behera, Yasuyuki Miura and Yasushi Inoguchi
    • Publisher
      Springer
    • Related Report
      2018 Research-status Report

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Published: 2017-04-28   Modified: 2022-01-27  

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