Hybrid Transform Based Speech Band Width Enhancement Using Data Hiding

被引:0
|
作者
Koduri, Sunil Kumar [1 ]
Kumar, Kishore T. [1 ]
机构
[1] NIT Warangal, Dept ECE, Hanamkonda 506004, Telangana, India
关键词
speech quality; speech enhancement; discrete wavelet trans form-discrete cosine transform- based data hiding; ARTIFICIAL BANDWIDTH EXTENSION; TELEPHONY SPEECH; NEURAL-NETWORKS; SIGNALS;
D O I
10.18280/ts.390324
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The limited narrow band (LNB) speech signal spread in the range of 300 to 3400Hz used in public switched telephone networks results in poor-quality telephony speech. Bandwidth extension techniques are performed to expand the frequency range from LNB speech to a clear wideband (CWB) speech signal range of 50Hz-7000Hz over existing public telephone networks. In this paper, a novel robust speech bandwidth extension algorithm by Discrete Wavelet Transform-Discrete Cosine Transform-Based Data Hiding (DWT-DCT-DH) Hybrid transform model was used to spread the out-of-band (3400Hz to 7000Hz) speech frequencies over the LNB speech. In this proposed technique the out-of-band speech frequencies are embedded in LNB speech and imperceptibly spread over the network. These Embedded out-of-band speech frequencies are recovered steadily at the receiver end to generate a restored CWB telephony speech of considerably better quality. The proposed technique simulation results show more intelligible and better-quality telephony speech generated compared to the other bandwidth extension techniques.
引用
收藏
页码:969 / 975
页数:7
相关论文
共 50 条
  • [41] DISCRETE S-TRANSFORM BASED SPEECH ENHANCEMENT
    Hu, Guo-hua
    Li, Rui
    Tao, Liang
    INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS, 2015, 8 (04) : 2231 - 2246
  • [42] Forensic speech information hiding using fractional cosine-cepstrum transform
    Zhong, Wei
    Kong, Xiang-Wei
    You, Xin-Gang
    Wang, Bo
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2012, 40 (03): : 595 - 599
  • [43] Reversible Data Hiding in Videos Using Low Distortion Transform
    Jeni, M.
    Srinivasan, S.
    2013 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2013, : 126 - 129
  • [44] Audio data hiding technique using integer wavelet transform
    Hemalatha, S.
    Acharya, U. Dinesh
    Renuka, A.
    INTERNATIONAL JOURNAL OF ELECTRONIC SECURITY AND DIGITAL FORENSICS, 2016, 8 (02) : 131 - 147
  • [45] Speech Enhancement Using Hybrid Optimization Technique
    Anoop, V.
    Rao, P. V.
    1ST GLOBAL COLLOQUIUM ON RECENT ADVANCEMENTS AND EFFECTUAL RESEARCHES IN ENGINEERING, SCIENCE AND TECHNOLOGY - RAEREST 2016, 2016, 25 : 5 - 11
  • [46] Data hiding for audio based on Piecewise Linear Haar transform
    Yan, Diqun
    Wang, Rangding
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 5, PROCEEDINGS, 2008, : 688 - 691
  • [47] Reversible Data Hiding Based on Bidirectional Generalized Integer Transform
    Xie, Xiao-Zhu
    Lin, Chia-Chen
    Chang, Chin-Chen
    2021 INTERNATIONAL CONFERENCE ON SECURITY AND INFORMATION TECHNOLOGIES WITH AI, INTERNET COMPUTING AND BIG-DATA APPLICATIONS, 2023, 314 : 45 - 52
  • [48] Adaptive reversible data hiding scheme based on integer transform
    Peng, Fei
    Li, Xiaolong
    Yang, Bin
    SIGNAL PROCESSING, 2012, 92 (01) : 54 - 62
  • [49] A Discrete Wavelet Transform based technique for image data hiding
    Abdelwahab, Ahmed A.
    Hassaan, Lobna A.
    PROCEEDINGS OF THE 25TH NATIONAL RADIO SCIENCE CONFERENCE: NRSC 2008, 2008, : U199 - U207
  • [50] Speech bandwidth extension using magnitude spectrum data hiding
    Prasad, N.
    Kumar, T. Kishore
    2016 INTERNATIONAL CONFERENCE ON COMPUTING, ANALYTICS AND SECURITY TRENDS (CAST), 2016, : 62 - 67