Novel Audio Mosaic Using LPC-Coefficient and Excitation-Codeword Permutations
In this letter, a novel light-weight audio mosaic scheme using permutations of linear predictive coding (LPC) coefficients as LPC has been widely adopted in many audio codecs (coder-encoders) nowadays. We establish the theoretical secrecy analysis with respect to the degree of the original LPC polyn...
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| Published in | IEEE signal processing letters Vol. 31; pp. 1 - 5 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
New York
IEEE
01.01.2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1070-9908 1558-2361 |
| DOI | 10.1109/LSP.2024.3417328 |
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| Abstract | In this letter, a novel light-weight audio mosaic scheme using permutations of linear predictive coding (LPC) coefficients as LPC has been widely adopted in many audio codecs (coder-encoders) nowadays. We establish the theoretical secrecy analysis with respect to the degree of the original LPC polynomial and the minimum-phase population of permuted LPC polynomials. The mosaic (destructuring) performance in terms of DCT-KLD (Kullback-Leibler divergence of discrete cosine transform) is also evaluated through simulations. In comparison with the existing audio-mosaic method using waveform permutations, our proposed new audio-mosaic scheme using LPC-coefficient permutations can achieve a much better mosaic performance (a much higher DCT-KLD) subject to the same key size. |
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| AbstractList | In this letter, a novel light-weight audio mosaic scheme using permutations of linear predictive coding (LPC) coefficients as LPC has been widely adopted in many audio codecs (coder-encoders) nowadays. We establish the theoretical secrecy analysis with respect to the degree of the original LPC polynomial and the minimum-phase population of permuted LPC polynomials. The mosaic (destructuring) performance in terms of DCT-KLD (Kullback-Leibler divergence of discrete cosine transform) is also evaluated through simulations. In comparison with the existing audio-mosaic method using waveform permutations, our proposed new audio-mosaic scheme using LPC-coefficient permutations can achieve a much better mosaic performance (a much higher DCT-KLD) subject to the same key size. |
| Author | Wu, Hsiao-Chun Tsai, Morris C.-H. Chang, Shih Yu Huang, Scott C.-H. |
| Author_xml | – sequence: 1 givenname: Morris C.-H. orcidid: 0009-0009-0611-8687 surname: Tsai fullname: Tsai, Morris C.-H. organization: Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan – sequence: 2 givenname: Hsiao-Chun orcidid: 0000-0002-0178-1246 surname: Wu fullname: Wu, Hsiao-Chun organization: School of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, LA, USA – sequence: 3 givenname: Scott C.-H. orcidid: 0000-0001-9896-1325 surname: Huang fullname: Huang, Scott C.-H. organization: Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan – sequence: 4 givenname: Shih Yu orcidid: 0000-0002-3576-0021 surname: Chang fullname: Chang, Shih Yu organization: Department of Applied Data Science, San Jose State University, San Jose, CA, USA |
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| SubjectTerms | Audio mosaic Codec Discrete cosine transform Discrete cosine transforms Encryption Kullback-Leibler divergence of discrete cosine transform (DCT-KLD) Linear predictive coding linear predictive coding (LPC) Permutations Polynomials Receivers Sociology Statistics Waveforms |
| Title | Novel Audio Mosaic Using LPC-Coefficient and Excitation-Codeword Permutations |
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