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A New Audio Watermarking Method Based on Discrete Cosine Transform with a Gray Image


Affiliations
1 Department of Computer Science and Engineering, Chittagong University of Engineering and Technology,Chittagong-4349, Bangladesh
2 Department of Computer Engineering and Information Technology, EUCS Lab, University of Ulsan, Korea, Republic of
 

Many effective watermarking algorithms have been proposed and implemented for digital images and digital video. However, a few algorithms have been proposed for audio watermarking. This is due to the fact that, human auditory system (HAS) is far more complex and sensitive than human visual system (HVS). In this research work, a new method of embedding image data into the audio signal and additive audio watermarking algorithm based on Discrete Cosine Transformation (DCT) domain is proposed. First, the original audio is transformed into DCT domain. The DCT coefficients are divided into a fixed number of subsections and the energy of each subsection is calculated. Next, watermark is generated from image by image processing algorithm. Watermarks are then embedded into selected peaks of highest energy subsection. Experimental results demonstrate that the watermark is inaudible and this algorithm is robust to common operations of digital audio signal processing, such as noise addition, re-sampling, requantization and so on. To evaluate the performance of the proposed audio watermarking method, subjective and objective quality tests including Bit Error Rate (BER) and Signal to Noise ratio (SNR) are conducted.

Keywords

Audio Watermarking, Discrete Cosine Transformation, Arnold Transformation, BER, SNR.
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  • A New Audio Watermarking Method Based on Discrete Cosine Transform with a Gray Image

Abstract Views: 343  |  PDF Views: 144

Authors

Mohammad Ibrahim Khan
Department of Computer Science and Engineering, Chittagong University of Engineering and Technology,Chittagong-4349, Bangladesh
Md. Iqbal Hasan Sarker
Department of Computer Science and Engineering, Chittagong University of Engineering and Technology,Chittagong-4349, Bangladesh
Kaushik Deb
Department of Computer Science and Engineering, Chittagong University of Engineering and Technology,Chittagong-4349, Bangladesh
Md. Hasan Furhad
Department of Computer Engineering and Information Technology, EUCS Lab, University of Ulsan, Korea, Republic of

Abstract


Many effective watermarking algorithms have been proposed and implemented for digital images and digital video. However, a few algorithms have been proposed for audio watermarking. This is due to the fact that, human auditory system (HAS) is far more complex and sensitive than human visual system (HVS). In this research work, a new method of embedding image data into the audio signal and additive audio watermarking algorithm based on Discrete Cosine Transformation (DCT) domain is proposed. First, the original audio is transformed into DCT domain. The DCT coefficients are divided into a fixed number of subsections and the energy of each subsection is calculated. Next, watermark is generated from image by image processing algorithm. Watermarks are then embedded into selected peaks of highest energy subsection. Experimental results demonstrate that the watermark is inaudible and this algorithm is robust to common operations of digital audio signal processing, such as noise addition, re-sampling, requantization and so on. To evaluate the performance of the proposed audio watermarking method, subjective and objective quality tests including Bit Error Rate (BER) and Signal to Noise ratio (SNR) are conducted.

Keywords


Audio Watermarking, Discrete Cosine Transformation, Arnold Transformation, BER, SNR.