Speech compression and encryption based on discrete wavelet transform and chaotic signals

被引:0
|
作者
Abbas Salman Hameed
机构
[1] University of Diyala,College of Engineering
来源
关键词
Speech compression; Speech encryption; Wavelet transform; Chaotic map;
D O I
暂无
中图分类号
学科分类号
摘要
To increase transfer and storage efficiencies of the information, data compression has emerged as a significant issue in the communication environments. This paper introduces compression and encryption of speech signals based on Discrete Wavelet Transform (DWT) and Chaotic signals. DWT sparsens and codes the speech signal to the wavelet coefficients. The less impactful coefficients are eliminated to reduce the amount of data. After that, a new coding process which utilizes the chaotic signals is proposed to encode, in encrypted form, the residual coefficients. A High strength to the encryption process is realized by using four linked Hènon Chaotic Maps (HCM) in the proposed scheme. Multi HCM guarantees larger than 10240 of key space to the encryption process. The proposed system obtains up to −41.449 dB of spectral segmental signal-to-noise ratio, which measures and proves the strength of encryption. Also, at 10% compression ratio, signal-to-noise ratio of 11.549 dB and perceptual evaluation speech quality of 3.02945 demonstrate that the proposed system has high quality and intelligibility of the reconstructed speech.
引用
收藏
页码:13663 / 13676
页数:13
相关论文
共 50 条
  • [21] The application of image compression based on discrete wavelet transform
    Liu, Dan
    Li, Jianping
    Gu, Xiaofeng
    Liao, Jianming
    Zhan, Siyu
    WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING, VOL 1 AND 2, 2006, : 291 - +
  • [22] IMAGE ENCRYPTION BASED ON CHAOTIC MAP AND REVERSIBLE INTEGER WAVELET TRANSFORM
    Wei, Xiaopeng
    Wang, Bin
    Zhang, Qiang
    Che, Chao
    JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS, 2014, 65 (02): : 90 - 96
  • [23] A novel scheme for simultaneous image compression and encryption based on wavelet packet transform and multi-chaotic systems
    Xiupin Lv
    Xiaofeng Liao
    Bo Yang
    Multimedia Tools and Applications, 2018, 77 : 28633 - 28663
  • [24] A novel scheme for simultaneous image compression and encryption based on wavelet packet transform and multi-chaotic systems
    Lv, Xiupin
    Liao, Xiaofeng
    Yang, Bo
    MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (21) : 28633 - 28663
  • [25] Discrete Wavelet Transform and Modified Chaotic Key-based Algorithm for Image Encryption and its VLSI Realization
    Rao, K. Deergha
    Gangadhar, Ch.
    IETE JOURNAL OF RESEARCH, 2012, 58 (02) : 114 - 120
  • [26] Speech compression using wavelet transform
    Zaki, FW
    Hashish, H
    Behiry, SH
    PROCEEDINGS OF THE EIGHTEENTH NATIONAL RADIO SCIENCE CONFERENCE, VOLS 1 AND 2, 2001, : 467 - 474
  • [27] Wavelet transform for speech compression and denoising
    Chelali, Fatma Zohra
    Cherabit, Noureddine
    Djeradi, Amar
    Falek, Leila
    PROCEEDINGS OF 2018 6TH INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS), 2018, : 361 - 367
  • [28] Digital Image Steganography Scheme for Speech Signals in the Discrete Wavelet Transform Domain
    Rodriguez Mendez, Ariel
    Cruz Ramos, Clara
    Reyes Reyes, Rogelio
    Ponomaryov, Volodymyr
    COMPUTACION Y SISTEMAS, 2020, 24 (03): : 1189 - 1197
  • [29] Speech Compression FPGA Design By Using Different Discrete Wavelet Transform Schemes
    Pang, Jing
    Chauhan, Shitalben
    Bhlodia, Jay Maheshkumar
    WCECS 2008: ADVANCES IN ELECTRICAL AND ELECTRONICS ENGINEERING - IAENG SPECIAL EDITION OF THE WORLD CONGRESS ON ENGINEERING AND COMPUTER SCIENCE, PROCEEDINGS, 2009, : 21 - +
  • [30] Combined coding of audio and speech signals using LPC and the discrete wavelet transform
    Mason, M
    Boland, S
    Sridharan, S
    Deriche, M
    IEEE TENCON'97 - IEEE REGIONAL 10 ANNUAL CONFERENCE, PROCEEDINGS, VOLS 1 AND 2: SPEECH AND IMAGE TECHNOLOGIES FOR COMPUTING AND TELECOMMUNICATIONS, 1997, : 747 - 750