A Survey paper on Lossy Audio Compression Methods
DOI:
https://doi.org/10.29304/jqcm.2021.13.3.853Keywords:
compression types, audio compression, speech compression, lossy typeAbstract
During the two last decades ago, audio compression becomes the topic of many types of research due to the importance of this field which reflecting on the storage capacity and the transmission requirement. The rapid development of the computer industry increases the demand for audio data with high quality and accordingly, there is great importance for the development of audio compression technologies, lossy and lossless are the two categories of compression. This paper aims to review the techniques of the lossy audio compression methods, summarize the importance and the uses of each method.
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[3] D. T. Yang, C.-C. Jay Kuo and C. Kyriakakis, “High Fidelity Multichannel Audio coding” Hindawi Publishing Corporation (2006).
[4] K. Sayood, “Introduction to Data Compression”, Elsevier Inc (2006).
[5] H. Baker, “speeding -up fractal audio compression using double moments descriptor”, thesis, 2013.
[6] B. Cavagnolo and J. Bier, "Introduction to Digital Audio Compression", Berkeley Design Technology, Berkeley, CA, June 2000.
[7] S.-En Qian, “Optical Satellite Data Compression and Implementation” , SPIE, 2013.
[8] M. A. F. Al-Husainy, “Sound Data Compression Method Using Genetic Algorithm”, Damascus Univ. Journal, Vol. 23, No. 2, pp. 39-55, 2007.
[9] H. B. Kekre and T. K. Sarode, “Speech Data Compression using Vector Quantization”, International Journal of Computer and Information Engineering, Vol. 2, No. 3, pp. 792-795, 2008.
[10] J. S. Chitode, “Digital Communications”, Technical Publications Pune, 2008.
[11] H. Austerlitz, “Data Acquisition Techniques Using PCs”, Elsevier, 2003.
[12] K. Pramila. R and G. Shital. S, “A Survey Paper on Different Speech Compression Techniques”, IJARIIE, Vol. 2, No.5, pp.736-741, 2016.
[13] P. Venkateswaran, A. Sanyal, S. Das, R. Nandi and S. K. Sanyal, “An Efficient Time-Domain Speech Compression Algorithm Based on LPC and Sub-Band Coding Techniques”, J. of communications, Vol. 4, NO. 6, pp.423- 428, JULY 2009.
[14] Nikhil Sharma, “Speech Compression Using Linear Predictive Coding (LPC)”, International Journal of Advanced Research in Engineering and Applied Sciences, Vol. 1, No. 5, pp.17-28, November 2012.
[15] Z. S. Abduljabbar and N. Khaled, “Speech Enhancement Based Compression Method”, Network and Complex Systems, Vol.8, pp. 10-16, 2018.
[16] D. Salmon. “Data Compression the Complete Reference”. London: Springer-Verlag, (2007).
[17] A. Katharotiya, S. Patel and M. Goyani, “Comparative Analysis between DCT & DWT Techniques of Image Compression”, J. of Information Engineering and Applications, Vol. 1, No.2, pp. 9-17, 2011.
[18] R.G. Moreno A., M.M. Garcia, "DCT-Compressive Sampling of Frequency-Sparse Audio Signals", In proceedings of the World Congress on Engineering, Vol. II , London, U.K, July 6 - 8, 2011.
[19] Z. S. Abduljabbar and D. A. Alzubaydi, “Audio Compression Based on Isolation of Equal Adjacent”, International Journal of Advanced Research in Computer Science and Software Engineering, Vol. 5, No. 9, September 2015.
[20] S. Shukla, M. Ahirwar, R. Gupta, S. Jain and D. S. Rajput, “Audio Compression Algorithm using Discrete Cosine Transform (DCT) and Lempel-Ziv-Welch (LZW) Encoding Method”, International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (Com-IT-Con), India, pp. 476-480, 14th -16th Feb 2019.
[21] H. M. Parmar, “Comparison of DCT and Wavelet-based Image Compression Techniques”, International Journal of Engineering Development and Research, Vol. 2, No. 1, pp. 664-669, 2014.
[22] M. V. Patil, A. Gupta, A. Varma and S. Salil, “Audio and Speech Compression Using DCT and DWT Techniques”, International Journal of Innovative Research in Science, Engineering and Technology, Vol. 2, No. 5, pp. 1712-1719, May 2013.
[23] S. T. Dumbre and N. B. Bankhele, “Audio Compression Using Wavelet Transform”, IOSR Journal of Engineering (IOSR JEN), pp. 32-36, 2019
[24] Z. T. DRWEESH and L. E. GEORGE, “Audio Compression Based on Discrete Cosine Transform, Run Length and High Order Shift Encoding”, International Journal of Engineering and Innovative Technology (IJEIT) ,Vol. 4, No. 1,pp. 45-51, July 2014.
[25] Z. J. Ahmed , L. E. George and R. A. Hadi, “Audio compression using transforms and high order entropy encoding”, International Journal of Electrical and Computer Engineering (IJECE), Vol. 11, No. 4, pp. 3459-3469, August 2021.
[26] A. Van de Walle, "Relating fractal image compression to transform methods" Citeseer , 2000.
[27] R. A. Wannamaker and E. R. Vrscay, "Fractal wavelet compression of audio signals," Journal of the Audio Engineering Society, vol. 45, pp. 540-553, 1997.
[28] Z. A. Hasan and L. E. George, “Hybrid audio compression using fractal coding and wavelet transform”, ARPN Journal of Engineering and Applied Sciences, Vol. 14, No. 11, pp. 2050-2057, JUNE 2019.
[29] A. Tsegaye and G. Tariku, "Audio Compression Using DWT and RLE Techniques," American Journal of Electrical and Electronic Engineering, vol.7, no. 1, pp. 14-17, 2019.
[30] W. M. Abd-Elhafiez, W. Gharibi and M. Heshmat ,"An efficient color image compression technique," TELKOMNIKA Telecommunication, Computing, Electronics and Control, vol. 18, no. 4, pp. 2371-2377, 2020.
[31] J. James and V. J. Thomas, "Audio Compression Using DCT and DWT Techniques" Journal of Information Engineering and Applications, vol. 4, no. 4, pp. 119-124, 2014.
[32] S. Hussein Toman, M. Ghazi Abdul Sahib, and Z. Hussein Toman, “Content-Based Audio Retrieval by using Elitism GA-KNN Approach”, JQCM, vol. 9, no. 1, pp. 153-168, Aug. 2017.
[33] Z. A. Alwan, “A New Audio Steganography Technique”, JQCM, vol. 5, no. 2, pp. 89-98, Aug. 2017.
[34] M. Mahdi, A. Mohammed, and M. Jafer, “Unusual Activity Detection in Surveillance Video Scene: Review”, JQCM, vol. 13, no. 3, pp. Comp Page 92 -, Sep. 2021.
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Published
2021-10-12
How to Cite
Abduljabbar, Z. S., Ahmed, Z. J., & Al-Saleh, A. H. H. (2021). A Survey paper on Lossy Audio Compression Methods. Journal of Al-Qadisiyah for Computer Science and Mathematics, 13(3), Comp Page 122– 129. https://doi.org/10.29304/jqcm.2021.13.3.853
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Section
Computer Articles
