• DocumentCode
    2714435
  • Title

    FPGA implementation of Real Time acoustic noise suppression by Spectral Subtraction using Dynamic Moving Average Method

  • Author

    Mahbub, Upal ; Rahman, Tauhidur ; Rashid, A.B.M.H.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Bangladesh Univ. of Eng. & Technol., Dhaka, Bangladesh
  • Volume
    1
  • fYear
    2009
  • fDate
    4-6 Oct. 2009
  • Firstpage
    365
  • Lastpage
    370
  • Abstract
    The Paper presents the outlines of the field programmable gate array (FPGA) implementation of real time speech enhancement by spectral subtraction of acoustic noise using dynamic moving average method. It describes an stand alone algorithm for speech enhancement and presents a architecture for the implementation. The traditional spectral subtraction method can only suppress stationary acoustic noise from speech by subtracting the spectral noise bias calculated during non-speech activity, while adding the unique option of dynamic moving averaging to it, it can now periodically upgrade the estimation and cope up with changes in noise level. Signal to noise ratio (SNR) has been tested at different noisy environment and the improvement in SNR certifies the effectiveness of the algorithm. The FPGA implementation presented in this paper, works on streaming speech signals and can be used in factories, bus terminals, cellular phones, or in outdoor conferences where a large number of people have gathered. The Table in the experimental result section consolidates our claim of optimum resource usage.
  • Keywords
    field programmable gate arrays; moving average processes; speech enhancement; FPGA implementation; dynamic moving average method; non-speech activity; real time acoustic noise suppression; real time speech enhancement; signal to noise ratio; spectral noise bias; spectral subtraction; Acoustic arrays; Acoustic noise; Acoustic testing; Cellular phones; Field programmable gate arrays; Noise level; Production facilities; Signal to noise ratio; Speech enhancement; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics & Applications, 2009. ISIEA 2009. IEEE Symposium on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-4681-0
  • Electronic_ISBN
    978-1-4244-4683-4
  • Type

    conf

  • DOI
    10.1109/ISIEA.2009.5356431
  • Filename
    5356431