• DocumentCode
    2577808
  • Title

    An audio watermarking of wavelet domain based on BP neural network

  • Author

    Chen, Liang ; Hao, Huan ; Zheng, Guohong

  • Author_Institution
    Dept. of Electron. Inf. Eng. ICE, PLAUST, Nanjing, China
  • fYear
    2011
  • fDate
    9-11 Nov. 2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper proposes an audio watermarking algorithm of wavelet domain based on BP neural network We introduce BP neural network into audio watermarking systems, embed watermark in the low-frequency, important components of wavelet coefficients. In order to improve the efficiency and accuracy of BP network training, design a high-efficient, high- precision, fast training algorithm of BP neural network, which improve the performance of the watermarking system effectively. Experimental results show that the capacity of the proposed scheme is relatively high-transparent and high-robust the improved fast training BP algorithm converges fast, reaches high accuracy.
  • Keywords
    audio watermarking; backpropagation; learning (artificial intelligence); wavelet transforms; BP neural network; audio watermarking algorithm; fast training BP algorithm; wavelet domain; Algorithm design and analysis; Biological neural networks; Convergence; Training; Watermarking; Wavelet coefficients; audio watermarking; neural network; wavelet coefficients;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications and Signal Processing (WCSP), 2011 International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4577-1009-4
  • Electronic_ISBN
    978-1-4577-1008-7
  • Type

    conf

  • DOI
    10.1109/WCSP.2011.6096938
  • Filename
    6096938