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 I., Zeki, Akram M., Chiroma, Haruna, Muaz, Sanah Abdullahi, Sari, Eka Novita, Herawan, Tutut
Format: Book Section
Language:English
Published: Springer 2015
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/9119/1/fskkp-2015-tutut-Spread%20Spectrum%20Audio.pdf
http://umpir.ump.edu.my/id/eprint/9119/
http://dx.doi.org/10.1007/978-3-319-11218-3_28
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Institution: Universiti Malaysia Pahang
Language: English
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spelling my.ump.umpir.91192015-05-14T02:24:37Z http://umpir.ump.edu.my/id/eprint/9119/ Spread Spectrum Audio Watermarking Using Vector Space Projections Abubakar, Adamu I. Zeki, Akram M. Chiroma, Haruna Muaz, Sanah Abdullahi Sari, Eka Novita Herawan, Tutut QA76 Computer software 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 2015 Book Section PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/9119/1/fskkp-2015-tutut-Spread%20Spectrum%20Audio.pdf Abubakar, Adamu I. and Zeki, Akram M. and Chiroma, Haruna and Muaz, Sanah Abdullahi and Sari, Eka Novita and Herawan, Tutut (2015) Spread Spectrum Audio Watermarking Using Vector Space Projections. In: Advances in Intelligent Informatics. Advances in Intelligent Systems and Computing, 320 . Springer, Switzerland, pp. 297-307. ISBN 978-3-319-11217-6 (print); 978-3-319-11218-3 (online) http://dx.doi.org/10.1007/978-3-319-11218-3_28 DOI: 10.1007/978-3-319-11218-3_28
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA76 Computer software
spellingShingle QA76 Computer software
Abubakar, Adamu I.
Zeki, Akram M.
Chiroma, Haruna
Muaz, Sanah Abdullahi
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 Section
author Abubakar, Adamu I.
Zeki, Akram M.
Chiroma, Haruna
Muaz, Sanah Abdullahi
Sari, Eka Novita
Herawan, Tutut
author_facet Abubakar, Adamu I.
Zeki, Akram M.
Chiroma, Haruna
Muaz, Sanah Abdullahi
Sari, Eka Novita
Herawan, Tutut
author_sort Abubakar, Adamu I.
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
publishDate 2015
url http://umpir.ump.edu.my/id/eprint/9119/1/fskkp-2015-tutut-Spread%20Spectrum%20Audio.pdf
http://umpir.ump.edu.my/id/eprint/9119/
http://dx.doi.org/10.1007/978-3-319-11218-3_28
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