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Very Low Bit Speech Coding Using Fractal Systems.

Research Project

Project/Area Number 08650418
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報通信工学
Research InstitutionTohoku UNIVERSITY

Principal Investigator

KOHATA Minoru  Tohoku university, Garduate school of engineering, Associate Prof., 大学院・工学研究科, 助教授 (30186720)

Project Period (FY) 1996 – 1997
Project Status Completed (Fiscal Year 1997)
Budget Amount *help
¥1,700,000 (Direct Cost: ¥1,700,000)
Fiscal Year 1997: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1996: ¥1,200,000 (Direct Cost: ¥1,200,000)
Keywordsspeech coding / Very low bit coding / fractal systems / perceptual coding / auditory filter
Research Abstract

A very low bit rate speechcoder at 1.2kbpsis newly proposedln this coder which is similar to the LPC vocoder, speechsignal is synthesizedusing sinusoids whose frequenciesare multiple of the fundamental frequency, and whose amplitudes are adaptively modulated based on auditory perceptualcharacteristics, in order to improve the quality.
In this study, the basics of the new sinusoids synthesizerare introduced, thenhow to modulate the sinusoids based on perceptual characteristics is explained. The auditory perceptual characteristics are simulated by Gammatonefilters. And a new segment coder of spectral information (LSP coefficients) using DP matchingis also proposedtoreduce the total bit rate to 1.2kbps. According to MOS test (5 grades), the subjectivequality of the synthesized speech is improved by 1.0 compared with that of the simple LPC vocoder.

Report

(3 results)
  • 1997 Annual Research Report   Final Research Report Summary
  • 1996 Annual Research Report
  • Research Products

    (13 results)

All Other

All Publications (13 results)

  • [Publications] 木幡 稔.: "リカレントニューラルネットワークを用いた補間法とその音声符号化への応用" 電子情報通信学会論文誌. J79-D-II-5. 969-976 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] M.Kohata: "Interpolation of LSP Coefficients using recurrent neural networks" Electronics Letters. Vol.32・No.16. 1441-1442 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] M.Kohata: "A New Method of Interpolating LSP Cofficients using Recurrent Neural Networks" Procs.of ISSPA96. 1. 57-60 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] M.Kohata: "A New Method of Interpolating LSP Cofficients using Recurrent Neural Networks" Procs.of ISSPA96. 1. 314-317 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] Minoru KOHATA: "A new interpolation method using recurrent neural networks and its application to speech coding" Trans.of IEICE D-II,J79-D-II. No.5. 969-976 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] M.Kohata: ""Interpolation of LSP coefficients using recurrent neural networks, "" Electronics Letters. Vol.32, No.16. 1441-1442 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] M.kohata: ""A New Method of Interpolating LSP Coefficients Using Recurrent Neural Networks"" Procs.of ISSPA96. vol.1. 57-60 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] M,kohata: ""A New Method of Interpolating LSP Coefficients Using Recurrent Neural Networks"" Procs.of ICSLP96. vol.1. 314-317 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1997 Final Research Report Summary
  • [Publications] 木幡稔: "リカレントニューラルネットワークを用いた補間法とその音声符号化への応用" 電子情報通信学会論文誌. J79-D-II・5. 969-976 (1996)

    • Related Report
      1997 Annual Research Report
  • [Publications] M.Kohata: "Interpolation of LSP Coefficients using recurrent reural networks" Electronics Letters. 32・16. 1441-1442 (1996)

    • Related Report
      1997 Annual Research Report
  • [Publications] M.Kohata: "A New Method of Interpolating LSP Coefficients Using Recurrent Neural Networks" Procs.of ISSPA 96. 1. 57-60 (1996)

    • Related Report
      1997 Annual Research Report
  • [Publications] M.Kohata: "A New Method of Interpolating LSP Coefficients Using Recurrent Neural Networks" Procs.of ICSLP 96. 1. 314-317 (1996)

    • Related Report
      1997 Annual Research Report
  • [Publications] M.Kohata: "Interpolation of LSP coefficients using recurrent neural networks" Electronics Letters. 32, 6. 1441-1442 (1996)

    • Related Report
      1996 Annual Research Report

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Published: 1996-04-01   Modified: 2016-04-21  

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