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
  • [21] Speech enhancement using 2-D Fourier transform
    Soon, IY
    Koh, SN
    IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2003, 11 (06): : 717 - 724
  • [22] A new speech enhancement algorithm using wavelet packet transform
    Guo, Jichang
    Wang, Wenliang
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE INFORMATION COMPUTING AND AUTOMATION, VOLS 1-3, 2008, : 504 - 506
  • [23] Method of Speech Enhancement Based on Hilbert-Huang Transform
    Li, Xueyao
    Zou, Xiaojie
    Zhang, Rubo
    Liu, Guanqun
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 8419 - 8424
  • [24] ADAPTIVE MULTIRESOLUTION SPEECH ENHANCEMENT ALGORITHM BASED ON WAVELET TRANSFORM
    Zheng Yuanjin Li Lemin Wen Maosheng (National Key Lab. of Optical Fiber Communication
    Journal of Electronics(China), 1999, (02) : 97 - 103
  • [25] Dual Tree Complex Wavelet Transform Based Speech Enhancement
    Tasmaz, Haci
    2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2015, : 823 - 826
  • [26] New Speech Enhancement based on Discrete Orthonormal Stockwell Transform
    Saoud, Safa
    Ben Naser, Mohamed
    Bousselmi, Souha
    Cherif, Adnane
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2016, 7 (10) : 193 - 199
  • [27] Bandwidth extension of telephone speech using magnitude spectrum data hiding
    Nizampatnam P.
    Tappeta K.K.
    International Journal of Speech Technology, 2017, 20 (1) : 151 - 162
  • [28] Speech enhancement using band-dependent spectral estimators
    Potamitis, Y
    Fakotakis, N
    Kokkinakis, G
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2003, E86D (05): : 937 - 946
  • [29] Enhancement of speech using deep neural network with discrete cosine transform
    Ram, Rashmirekha
    Mohanty, Mihir Narayan
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (01) : 141 - 148
  • [30] A hybrid speech enhancement system with DNN based speech reconstruction and Kalman filtering
    Hongjiang Yu
    Wei-Ping Zhu
    Zhiheng Ouyang
    Benoit Champagne
    Multimedia Tools and Applications, 2020, 79 : 32643 - 32663