Efficient cancelable speaker identification system based on a hybrid structure of DWT and SVD
Traditional biometric systems are subjected to several attacks. If the original database of human biometrics is compromised, the biometric data is lost forever. This paper presents a sophisticated implementation of one of the watermarking algorithms in the field of cancelable speaker identification....
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| Veröffentlicht in: | International journal of speech technology 2022-03, Vol.25 (1), p.279-288 |
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| container_title | International journal of speech technology |
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| creator | Abdelwahab, Khaled M. El-atty, Saied Abd Brisha, Ayman M. Abd El-Samie, Fathi E. |
| description | Traditional biometric systems are subjected to several attacks. If the original database of human biometrics is compromised, the biometric data is lost forever. This paper presents a sophisticated implementation of one of the watermarking algorithms in the field of cancelable speaker identification. A watermark strength factor is used to control the level of intended distortion created in the speech signal prior to the identification process. The practical simulation of the proposed system proves that it is possible through a watermarking algorithm to distort speech signals intentionally to generate cancelable speech templates. |
| doi_str_mv | 10.1007/s10772-020-09778-9 |
| format | Article |
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| ispartof | International journal of speech technology, 2022-03, Vol.25 (1), p.279-288 |
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| language | eng |
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| source | SpringerNature Journals |
| subjects | Algorithms Artificial Intelligence Biometrics Engineering Hybrid structures Hybrid systems Security Signal processing Signal,Image and Speech Processing Social Sciences Speaker identification Speech Watermarking |
| title | Efficient cancelable speaker identification system based on a hybrid structure of DWT and SVD |
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