Security of Electronic Patient Record using Imperceptible DCT-SVD based Audio Watermarking Technique
A robust and highly imperceptible audio watermarking technique is presented to secure the electronic patient record of Parkinson’s Disease (PD) affected patient. The proposed DCT-SVD based watermarking technique introduces minimal changes in speech such that the accuracy in classification of PD affe...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Polish Academy of Sciences
2019-02-01
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| Series: | International Journal of Electronics and Telecommunications |
| Subjects: | |
| Online Access: | https://journals.pan.pl/Content/107775/PDF/3_1547.pdf |
| _version_ | 1798040735285510144 |
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| author | Aniruddha Kanhe Aghila Gnanasekaran |
| author_facet | Aniruddha Kanhe Aghila Gnanasekaran |
| author_sort | Aniruddha Kanhe |
| collection | DOAJ |
| description | A robust and highly imperceptible audio watermarking technique is presented to secure the electronic patient record of Parkinson’s Disease (PD) affected patient. The proposed DCT-SVD based watermarking technique introduces minimal changes in speech such that the accuracy in classification of PD affected person’s speech and healthy person’s speech is retained. To achieve high imperceptibility the voiced part of the speech is considered for embedding the watermark. It is shown that the proposed watermarking technique is robust to common signal processing attacks. The practicability of the proposed technique is tested: by creating an android application to record & watermark the speech signal. The classification of PD affected speech is done using Support Vector Machine (SVM) classifier in cloud server. |
| first_indexed | 2024-04-11T22:11:40Z |
| format | Article |
| id | doaj.art-553edfc7705c43e583c39a103bebda0b |
| institution | Directory Open Access Journal |
| issn | 2081-8491 2300-1933 |
| language | English |
| last_indexed | 2024-04-11T22:11:40Z |
| publishDate | 2019-02-01 |
| publisher | Polish Academy of Sciences |
| record_format | Article |
| series | International Journal of Electronics and Telecommunications |
| spelling | doaj.art-553edfc7705c43e583c39a103bebda0b2022-12-22T04:00:32ZengPolish Academy of SciencesInternational Journal of Electronics and Telecommunications2081-84912300-19332019-02-01vol. 65No 11924https://doi.org/10.24425/123560Security of Electronic Patient Record using Imperceptible DCT-SVD based Audio Watermarking TechniqueAniruddha KanheAghila GnanasekaranA robust and highly imperceptible audio watermarking technique is presented to secure the electronic patient record of Parkinson’s Disease (PD) affected patient. The proposed DCT-SVD based watermarking technique introduces minimal changes in speech such that the accuracy in classification of PD affected person’s speech and healthy person’s speech is retained. To achieve high imperceptibility the voiced part of the speech is considered for embedding the watermark. It is shown that the proposed watermarking technique is robust to common signal processing attacks. The practicability of the proposed technique is tested: by creating an android application to record & watermark the speech signal. The classification of PD affected speech is done using Support Vector Machine (SVM) classifier in cloud server.https://journals.pan.pl/Content/107775/PDF/3_1547.pdfwatermarkingdct-svdparkinson’s diseaseepr |
| spellingShingle | Aniruddha Kanhe Aghila Gnanasekaran Security of Electronic Patient Record using Imperceptible DCT-SVD based Audio Watermarking Technique International Journal of Electronics and Telecommunications watermarking dct-svd parkinson’s disease epr |
| title | Security of Electronic Patient Record using Imperceptible DCT-SVD based Audio Watermarking Technique |
| title_full | Security of Electronic Patient Record using Imperceptible DCT-SVD based Audio Watermarking Technique |
| title_fullStr | Security of Electronic Patient Record using Imperceptible DCT-SVD based Audio Watermarking Technique |
| title_full_unstemmed | Security of Electronic Patient Record using Imperceptible DCT-SVD based Audio Watermarking Technique |
| title_short | Security of Electronic Patient Record using Imperceptible DCT-SVD based Audio Watermarking Technique |
| title_sort | security of electronic patient record using imperceptible dct svd based audio watermarking technique |
| topic | watermarking dct-svd parkinson’s disease epr |
| url | https://journals.pan.pl/Content/107775/PDF/3_1547.pdf |
| work_keys_str_mv | AT aniruddhakanhe securityofelectronicpatientrecordusingimperceptibledctsvdbasedaudiowatermarkingtechnique AT aghilagnanasekaran securityofelectronicpatientrecordusingimperceptibledctsvdbasedaudiowatermarkingtechnique |