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
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