Spread spectrum audio watermarking using vector space projections

Efficient watermarking techniques guarantee inaudibility and robustness against signal degradation. Spread spectrum watermarking technique makes it harder for unauthorized adversary to detect the position of the embedded watermark in the carrier file, because the watermark bits are spread in the car...

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Main Authors: Abubakar, Adamu, Zeki, Akram M., Chiroma, Haruna, Abdullahi Muaz, Sanah, Sari, Eka Novita, Herawan, Tutut
Format: Book Chapter
Language:English
Published: Springer International Publishing 2015
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Online Access:http://irep.iium.edu.my/43721/3/Spread_-Spectrum-Audio_Fulltext.pdf
http://irep.iium.edu.my/43721/
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Institution: Universiti Islam Antarabangsa Malaysia
Language: English
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spelling my.iium.irep.437212016-07-26T23:45:49Z http://irep.iium.edu.my/43721/ Spread spectrum audio watermarking using vector space projections Abubakar, Adamu Zeki, Akram M. Chiroma, Haruna Abdullahi Muaz, Sanah Sari, Eka Novita Herawan, Tutut T Technology (General) Efficient watermarking techniques guarantee inaudibility and robustness against signal degradation. Spread spectrum watermarking technique makes it harder for unauthorized adversary to detect the position of the embedded watermark in the carrier file, because the watermark bits are spread in the carrier medium. Unfortunately, there is a high possibility that synchronization of the watermark bits and carrier bits will go out of phase. This will lead to watermark detection problem in the carrier bit sequence. In this paper, we propose a vector space projections approach on spread spectrum audio watermarking technique, in order to presents both the watermark bits and carrier bits as vectors. Similarities of watermark vector to a carrier vector are resolve by the normalized dot product of the cosine of angle between them for embedding. After embedding and extraction by the technique, signal processing methods in the form of attacks were applied. Our approach proved robust when compared with other audio watermarking techniques. This technique gives good results and was found to be robust on performance test. Springer International Publishing 2015 Book Chapter REM application/pdf en http://irep.iium.edu.my/43721/3/Spread_-Spectrum-Audio_Fulltext.pdf Abubakar, Adamu and Zeki, Akram M. and Chiroma, Haruna and Abdullahi Muaz, Sanah and Sari, Eka Novita and Herawan, Tutut (2015) Spread spectrum audio watermarking using vector space projections. In: Advances in Intelligent Informatics. Springer International Publishing, Switzerland, pp. 297-307. ISBN 978-3-319-11218-3 10.1007/978-3-319-11218-3_28
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Abubakar, Adamu
Zeki, Akram M.
Chiroma, Haruna
Abdullahi Muaz, Sanah
Sari, Eka Novita
Herawan, Tutut
Spread spectrum audio watermarking using vector space projections
description Efficient watermarking techniques guarantee inaudibility and robustness against signal degradation. Spread spectrum watermarking technique makes it harder for unauthorized adversary to detect the position of the embedded watermark in the carrier file, because the watermark bits are spread in the carrier medium. Unfortunately, there is a high possibility that synchronization of the watermark bits and carrier bits will go out of phase. This will lead to watermark detection problem in the carrier bit sequence. In this paper, we propose a vector space projections approach on spread spectrum audio watermarking technique, in order to presents both the watermark bits and carrier bits as vectors. Similarities of watermark vector to a carrier vector are resolve by the normalized dot product of the cosine of angle between them for embedding. After embedding and extraction by the technique, signal processing methods in the form of attacks were applied. Our approach proved robust when compared with other audio watermarking techniques. This technique gives good results and was found to be robust on performance test.
format Book Chapter
author Abubakar, Adamu
Zeki, Akram M.
Chiroma, Haruna
Abdullahi Muaz, Sanah
Sari, Eka Novita
Herawan, Tutut
author_facet Abubakar, Adamu
Zeki, Akram M.
Chiroma, Haruna
Abdullahi Muaz, Sanah
Sari, Eka Novita
Herawan, Tutut
author_sort Abubakar, Adamu
title Spread spectrum audio watermarking using vector space projections
title_short Spread spectrum audio watermarking using vector space projections
title_full Spread spectrum audio watermarking using vector space projections
title_fullStr Spread spectrum audio watermarking using vector space projections
title_full_unstemmed Spread spectrum audio watermarking using vector space projections
title_sort spread spectrum audio watermarking using vector space projections
publisher Springer International Publishing
publishDate 2015
url http://irep.iium.edu.my/43721/3/Spread_-Spectrum-Audio_Fulltext.pdf
http://irep.iium.edu.my/43721/
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