{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T10:48:27Z","timestamp":1770461307284,"version":"3.49.0"},"reference-count":53,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2022,4,25]],"date-time":"2022-04-25T00:00:00Z","timestamp":1650844800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,4,25]],"date-time":"2022-04-25T00:00:00Z","timestamp":1650844800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1007\/s11277-021-08384-5","type":"journal-article","created":{"date-parts":[[2022,4,25]],"date-time":"2022-04-25T20:03:01Z","timestamp":1650916981000},"page":"1899-1921","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A Cancelable Biometric Approach for Efficient Identification of Speakers from Encrypted Speech"],"prefix":"10.1007","volume":"124","author":[{"given":"Basant S.","family":"Abd El-Wahab","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Heba A.","family":"El-Khobby","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mustafa M. Abd","family":"Elnaby","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fathi E. Abd","family":"El-Samie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,4,25]]},"reference":[{"key":"8384_CR1","doi-asserted-by":"crossref","unstructured":"Reynolds, D. A. (2002). An overview of automatic speaker recognition technology. In 2002 IEEE international conference on in Acoustics, speech, and signal processing (ICASSP) (pp. IV-4072-IV-4075).","DOI":"10.1109\/ICASSP.2002.5745552"},{"key":"8384_CR2","doi-asserted-by":"crossref","unstructured":"de Lara, J. R. C. (2005). A method of automatic speaker recognition using cepstral features and vectorial quantization. In Iberoamerican congress on pattern recognition (pp. 146\u2013153).","DOI":"10.1007\/11578079_16"},{"key":"8384_CR3","doi-asserted-by":"crossref","unstructured":"Saksamudre, S.K., Shrishrimal, P.P., Deshmukh, R.R. A review on different approaches for speech recognition system. International Journal of Computer Applications, 115(22.)\u200f","DOI":"10.5120\/20284-2839"},{"key":"8384_CR4","doi-asserted-by":"crossref","unstructured":"Sotelo, E. E., Nakamura, T., Nagai, T., & Hernandez, E. E. (2012) Who said that? The crossmodal matching identity for inferring unfamiliar faces from voices. In 2012 Eighth international conference on signal image technology and internet based systems (SITIS) (pp. 97\u2013104).","DOI":"10.1109\/SITIS.2012.154"},{"key":"8384_CR5","doi-asserted-by":"crossref","unstructured":"Chauhan, N., Isshiki, T., & Li, D. (2019) Speaker recognition using LPC, MFCC, ZCR features with ANN and SVM classifier for large input database. In IEEE 4th international conference on computer and communication systems (ICCCS). IEEE (pp. 130\u2013133).","DOI":"10.1109\/CCOMS.2019.8821751"},{"key":"8384_CR6","unstructured":"Abd El-Wahab, B. S., El-khobby, H. A., Abd Elnaby, M. M., & Abd El-Samie, F. E. (2011) Simultaneous speaker identification and watermarking. International Journal of Speech Technology, pp. 1\u201314.\u200f"},{"key":"8384_CR7","doi-asserted-by":"crossref","unstructured":"Kekre, H., Athawale, A., Desai, M. (2011). Speaker identification using row mean vector of spectrogram. In Proceedings of the international conference & workshop on emerging trends in technology (pp. 171\u2013174).","DOI":"10.1145\/1980022.1980061"},{"key":"8384_CR8","doi-asserted-by":"crossref","unstructured":"Verma, G. K. (2011) Multi-feature fusion for closed set text independent speaker identification. In International conference on information intelligence, systems, technology and management (pp. 170\u2013179).","DOI":"10.1007\/978-3-642-19423-8_18"},{"key":"8384_CR9","doi-asserted-by":"crossref","unstructured":"Dutta, M., Patgiri, C., Sarma, M., & Sarma, K. K. (2015). Closed-set text-independent speaker identification system using multiple ANN classifiers. In Proceedings of the 3rd international conference on frontiers of intelligent computing: Theory and applications (FICTA) 2014 (pp. 377\u2013385).","DOI":"10.1007\/978-3-319-11933-5_41"},{"key":"8384_CR10","unstructured":"Kinnunen, T. (2003). Spectral features for automatic text-independent speaker recognition. Licentiate\u2019s Thesis."},{"key":"8384_CR11","doi-asserted-by":"publisher","first-page":"18006","DOI":"10.15680\/IJIRSET.2014.0312034","volume":"3","author":"PK Kurzekar","year":"2014","unstructured":"Kurzekar, P. K., Deshmukh, R. R., Waghmare, V. B., & Shrishrimal, P. P. (2014). A comparative study of feature extraction techniques for speech recognition system. International Journal of Innovative Research in Science, Engineering and Technology, 3, 18006\u201318016.","journal-title":"International Journal of Innovative Research in Science, Engineering and Technology"},{"key":"8384_CR12","doi-asserted-by":"publisher","first-page":"614","DOI":"10.1147\/sj.403.0614","volume":"40","author":"NK Ratha","year":"2001","unstructured":"Ratha, N. K., Connell, J. H., & Bolle, R. M. (2001). Enhancing security and privacy in biometrics-based authentication systems. IBM Systems Journal, 40, 614\u2013634.","journal-title":"IBM Systems Journal"},{"key":"8384_CR13","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1109\/TPAMI.2007.1004","volume":"29","author":"NK Ratha","year":"2007","unstructured":"Ratha, N. K., Chikkerur, S., Connell, J. H., & Bolle, R. M. (2007). Generating cancelable fingerprint templates. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29, 561\u2013572.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"8384_CR14","doi-asserted-by":"crossref","unstructured":"Ying, C. L., & Jin, A. T. B. (2007). Probabilistic random projections and speaker verification. In International conference on biometrics (pp. 445\u2013454).","DOI":"10.1007\/978-3-540-74549-5_47"},{"key":"8384_CR15","doi-asserted-by":"publisher","first-page":"1280","DOI":"10.1109\/TSMCB.2009.2037131","volume":"40","author":"Y Wang","year":"2010","unstructured":"Wang, Y., & Plataniotis, K. N. (2010). An analysis of random projection for changeable and privacy-preserving biometric verification. IEEE Transactions on Systems, Man, and Cybernetics Part B (Cybernetics), 40, 1280\u20131293.","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics Part B (Cybernetics)"},{"key":"8384_CR16","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1016\/j.specom.2009.09.003","volume":"52","author":"ABJ Teoh","year":"2010","unstructured":"Teoh, A. B. J., & Chong, L.-Y. (2010). Secure speech template protection in speaker verification system. Speech Communication, 52, 150\u2013163.","journal-title":"Speech Communication"},{"issue":"2004","key":"8384_CR17","doi-asserted-by":"publisher","first-page":"2245","DOI":"10.1016\/j.patcog.2004.04.011","volume":"37","author":"ATB Jin","year":"2004","unstructured":"Jin, A. T. B., Ling, D. N. C., & Goh, A. (2004). Biohashing: Two factor authentication featuring fingerprint data and tokenised random number. Pattern Recognition, 37(2004), 2245\u20132255.","journal-title":"Pattern Recognition"},{"key":"8384_CR18","doi-asserted-by":"publisher","first-page":"1892","DOI":"10.1109\/TPAMI.2006.250","volume":"28","author":"AB Teoh","year":"2006","unstructured":"Teoh, A. B., Goh, A., & Ngo, D. C. (2006). Random multispace quantization as an analytic mechanism for biohashing of biometric and random identity inputs. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28, 1892\u20131901.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"8384_CR19","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1186\/s13636-017-0106-4","volume":"1","author":"HT Hu","year":"2017","unstructured":"Hu, H. T., Lin, S. J., & Hsu, L. Y. (2017). Effective blind speech watermarking via adaptive mean modulation and package synchronization in DWT domain. EURASIP Journal on Audio, Speech, and Music Processing, 1, 10.","journal-title":"EURASIP Journal on Audio, Speech, and Music Processing"},{"key":"8384_CR20","doi-asserted-by":"publisher","first-page":"1857","DOI":"10.1007\/s11042-018-6300-2","volume":"78","author":"M Hammad","year":"2019","unstructured":"Hammad, M., Luo, G., & Wang, K. (2019). Cancelable biometric authentication system based on ECG. Multimedia Tools and Applications, 78, 1857\u20131887.","journal-title":"Multimedia Tools and Applications"},{"key":"8384_CR21","doi-asserted-by":"crossref","unstructured":"Tulyakov, S., Farooq, F., & Govindaraju, V. (2005) Symmetric hash functions for fingerprint minutiae. In International conference on pattern recognition and image analysis (pp. 30\u201338).","DOI":"10.1007\/11552499_4"},{"key":"8384_CR22","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1007\/s10623-005-6343-z","volume":"38","author":"A Juels","year":"2006","unstructured":"Juels, A., & Sudan, M. (2006). A fuzzy vault scheme. Designs, Codes and Cryptography, 38, 237\u2013257.","journal-title":"Designs, Codes and Cryptography"},{"key":"8384_CR23","doi-asserted-by":"crossref","unstructured":"Xu, W., & Cheng, M. (2008). Cancelable voiceprint template based on chaff-points-mixture method. In CIS'08. International conference on computational intelligence and security, 2008 (pp. 263\u2013266).","DOI":"10.1109\/CIS.2008.49"},{"issue":"3","key":"8384_CR24","doi-asserted-by":"publisher","first-page":"798","DOI":"10.1166\/jctn.2018.6579","volume":"15","author":"K Sandyarani","year":"2018","unstructured":"Sandyarani, K., & Kumar, P. N. (2018). Efficient substructure sharing methods for optimizing the composite s-box, mixcolumn and inverse mixcolumn in rijndael advanced encryption standard. Journal of Computational and Theoretical Nanoscience, 15(3), 798\u2013810.","journal-title":"Journal of Computational and Theoretical Nanoscience"},{"issue":"8","key":"8384_CR25","doi-asserted-by":"publisher","first-page":"36","DOI":"10.5120\/9952-4599","volume":"61","author":"A Ds","year":"2013","unstructured":"Ds, A., & Minu, K. (2013). Frequency speech scrambler based on hartley transform and OFDM algorithm. International Journal of Computer Applications, 61(8), 36\u201340.","journal-title":"International Journal of Computer Applications"},{"key":"8384_CR26","doi-asserted-by":"crossref","unstructured":"Brasser, F., et al. (2018). VoiceGuard: Secure and private speech processing. In Interspeech (pp. 1303\u20131307)","DOI":"10.21437\/Interspeech.2018-2032"},{"issue":"6","key":"8384_CR27","doi-asserted-by":"publisher","first-page":"1534","DOI":"10.35940\/ijeat.F8156.088619","volume":"8","author":"ZM Alroubaie","year":"2019","unstructured":"Alroubaie, Z. M., Hashem, M. A., & Hasan, F. S. (2019). FPGA design of encryption speech system using synchronized fixed-point chaotic maps based stream ciphers. International Journal of Engineering and Advanced Technology, 8(6), 1534\u20131541.","journal-title":"International Journal of Engineering and Advanced Technology"},{"key":"8384_CR28","doi-asserted-by":"crossref","unstructured":"Milton, R. (1989). A time and frequency-domain speech scrambler. In COMSIG 1989. Proceedings Communications and Signal Processing, 1989, Southern African Conference on, 1989 (pp. 125\u2013130).","DOI":"10.1109\/COMSIG.1989.129030"},{"key":"8384_CR29","doi-asserted-by":"crossref","unstructured":"Sadkhan, S., & Abbas, N. (2012). Speech scrambling based on wavelet transform. In Advances in wavelet theory and their applications in engineering physics and technology (pp. 41\u201358).\u200f","DOI":"10.5772\/37350"},{"key":"8384_CR30","doi-asserted-by":"crossref","unstructured":"Manjunath, G., & Anand, G. (2002). Speech encryption using circulant transformations. In ICME'02. Proceedings. 2002 IEEE international conference on multimedia and expo, 2002 (pp. 553\u2013556).","DOI":"10.1109\/ICME.2002.1035841"},{"key":"8384_CR31","unstructured":"Wu, Y., Ng, B. P. (2002). Speech scrambling with Hadamard transform in frequency domain. In 2002 6th International conference on signal processing (pp. 1560\u20131563)."},{"issue":"6","key":"8384_CR32","first-page":"1692","volume":"15","author":"Ge Jiao","year":"2019","unstructured":"Jiao, Ge., Li, L., & Zou, Yi. (2019). Improved security for android system based on multi-chaotic maps using a novel image encryption algorithm. International Journal of Performability Engineering, 15(6), 1692.","journal-title":"International Journal of Performability Engineering"},{"key":"8384_CR33","first-page":"19","volume":"93","author":"SN Al Saad","year":"2014","unstructured":"Al Saad, S. N., & Hato, E. (2014). A speech encryption based on chaotic maps. International Journal of Computer Applications, 93, 19\u201328.","journal-title":"International Journal of Computer Applications"},{"key":"8384_CR34","doi-asserted-by":"crossref","unstructured":"Zhai, Y., Lin, S., & Zhang, Q. (2008) Improving image encryption using multi-chaotic map. In Workshop on power electronics and intelligent transportation system, 2008. PEITS'08 (pp. 143\u2013148).","DOI":"10.1109\/PEITS.2008.10"},{"key":"8384_CR35","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/j.sigpro.2017.05.002","volume":"140","author":"K Ratnavelu","year":"2017","unstructured":"Ratnavelu, K., et al. (2017). Image encryption method based on chaotic fuzzy cellular neural networks. Signal Processing, 140, 87\u201396.","journal-title":"Signal Processing"},{"key":"8384_CR36","first-page":"6429","volume":"5","author":"X Wu","year":"2017","unstructured":"Wu, X., Zhu, B., Hu, Y., & Ran, Y. (2017). A novel color image encryption scheme using rectangular transform-enhanced chaotic tent maps. IEEE Access, 5, 6429\u20136436.","journal-title":"IEEE Access"},{"key":"8384_CR37","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1007\/s11277-010-0047-z","volume":"62","author":"ES Hassan","year":"2012","unstructured":"Hassan, E. S., Zhu, X., El-Khamy, S. E., Dessouky, M. I., El-Dolil, S. A., & El-Samie, F. E. A. (2012). A chaotic interleaving scheme for the continuous phase modulation based single-carrier frequency-domain equalization system. Wireless Personal Communications, 62, 183\u2013199.","journal-title":"Wireless Personal Communications"},{"issue":"21","key":"8384_CR38","doi-asserted-by":"publisher","first-page":"1329","DOI":"10.1049\/el.2012.0737","volume":"48","author":"K Khaldi","year":"2012","unstructured":"Khaldi, K., & Boudraa, A.-O. (2012). On signals compression by EMD. Electronics Letters, 48(21), 1329\u20131331.","journal-title":"Electronics Letters"},{"issue":"01","key":"8384_CR39","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1142\/S1793536910000409","volume":"2","author":"K Khaldi","year":"2010","unstructured":"Khaldi, K., Turki-Hadj Alouane, M. O. N. I. A., & Boudraa, A. O. (2010). Voiced speech enhancement based on adaptive filtering of selected intrinsic mode functions. Advances in Adaptive Data Analysis, 2(01), 65\u201380.","journal-title":"Advances in Adaptive Data Analysis"},{"key":"8384_CR40","doi-asserted-by":"publisher","first-page":"250","DOI":"10.1016\/j.eswa.2017.08.015","volume":"90","author":"SS Tirumala","year":"2017","unstructured":"Tirumala, S. S., Shahamiri, S. R., Garhwal, A. S., & Wang, R. (2017). Speaker identification features extraction methods: A systematic review. Expert Systems With Applications, 90, 250\u2013271.","journal-title":"Expert Systems With Applications"},{"key":"8384_CR41","unstructured":"Neville, K. L., & Hussain, Z. M. (2009). Effects of wavelet compression of speech on its Mel-Cepstral coefficients. In International conference on communication, computer and power (ICCCP\u201909), Muscat (pp. 387\u2013390)."},{"key":"8384_CR42","first-page":"101","volume":"4","author":"S Gupta","year":"2013","unstructured":"Gupta, S., Jaafar, J., Ahmad, W. F. W., & Bansal, A. (2013). Feature extraction using MFCC. Signal & Image Processing, 4, 101\u2013108.","journal-title":"Signal & Image Processing"},{"key":"8384_CR43","doi-asserted-by":"publisher","first-page":"1428","DOI":"10.1109\/PROC.1977.10747","volume":"65","author":"DG Childers","year":"1977","unstructured":"Childers, D. G., Skinner, D. P., & Kemerait, R. C. (1977). The cepstrum: A guide to processing. Proceedings of the IEEE, 65, 1428\u20131443.","journal-title":"Proceedings of the IEEE"},{"key":"8384_CR44","unstructured":"Muda, L., Begam, M., & Elamvazuthi, I. (2010). Voice recognition algorithms using mel frequency cepstral coefficient (MFCC) and dynamic time warping (DTW) techniques. arXiv preprint https:\/\/arxiv.org\/abs\/1003.4083."},{"issue":"10","key":"8384_CR45","doi-asserted-by":"publisher","first-page":"4633","DOI":"10.1109\/TNNLS.2017.2771947","volume":"29","author":"H Yu","year":"2017","unstructured":"Yu, H., Tan, Z. H., Ma, Z., Martin, R., & Guo, J. (2017). Spoofing detection in automatic speaker verification systems using DNN classifiers and dynamic acoustic features. IEEE Transactions on Neural Networks and Learning Systems, 29(10), 4633\u20134644.","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"key":"8384_CR46","volume-title":"Neural networks theory","author":"AI Galushkin","year":"2007","unstructured":"Galushkin, A. I. (2007). Neural networks theory. . Springer."},{"key":"8384_CR47","doi-asserted-by":"crossref","unstructured":"Suzuki, K. (Ed.). (2013). Artificial neural networks: Architectures and applications. BoD\u2013Books on Demand","DOI":"10.5772\/3409"},{"key":"8384_CR48","doi-asserted-by":"crossref","unstructured":"Evans, N. W., Mason, J. S., Liu, W. M., & Fauve, B. (2006). An assessment on the fundamental limitations of spectral subtraction. In 2006 IEEE international conference on acoustics speech and signal processing proceedings (Vol. 1, pp. 1\u20131). IEEE.","DOI":"10.1109\/ICASSP.2006.1659978"},{"key":"8384_CR49","doi-asserted-by":"crossref","unstructured":"Purushotham, U., & Suresh, K. (2018). Implementation of spectral subtraction using sub-band filtering in DSP C6748 processor for enhancing speech signal. In Advances in machine learning and data science (pp. 259\u2013267). Springer, Singapore.","DOI":"10.1007\/978-981-10-8569-7_27"},{"key":"8384_CR50","doi-asserted-by":"publisher","first-page":"167","DOI":"10.2528\/PIERM08061206","volume":"4","author":"M Abd El-Fattah","year":"2008","unstructured":"Abd El-Fattah, M., Dessouky, M. I., Diab, S. M., & AbdEl-Samie, F.E.-S. (2008). Speech enhancement using an adaptive wiener filtering approach. Progress in Electromagnetics Research, 4, 167\u2013184.","journal-title":"Progress in Electromagnetics Research"},{"key":"8384_CR51","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1109\/JPROC.2004.827361","volume":"92","author":"B Macq","year":"2004","unstructured":"Macq, B., Dittmann, J., & Delp, E. J. (2004). Benchmarking of image watermarking algorithms for digital rights management. Proceedings of the IEEE, 92, 971\u2013984.","journal-title":"Proceedings of the IEEE"},{"key":"8384_CR52","doi-asserted-by":"crossref","unstructured":"Et-Khamy, S. E., Hadhoud, M. M., Dessouky, M. L., Salam, B. M., & Abd El-Sarnie, F. E. (2003). Sectioned implementation of regularized image interpolation. In 2003 46th midwest symposium on circuits and systems (Vol. 2, pp. 656\u2013659). IEEE.","DOI":"10.1109\/MWSCAS.2003.1562372"},{"key":"8384_CR53","doi-asserted-by":"crossref","unstructured":"Rahimizadeh, N., Hasanzadeh, R. P., & Janabi-Sharifi, F. (2020). An optimized non-local LMMSE approach for speckle noise reduction of medical ultrasound images. Multimedia Tools and Applications, 1\u201323.","DOI":"10.1007\/s11042-020-10051-z"}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-021-08384-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11277-021-08384-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11277-021-08384-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,23]],"date-time":"2022-05-23T21:04:52Z","timestamp":1653339892000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11277-021-08384-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4,25]]},"references-count":53,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2022,6]]}},"alternative-id":["8384"],"URL":"https:\/\/doi.org\/10.1007\/s11277-021-08384-5","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"value":"0929-6212","type":"print"},{"value":"1572-834X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,4,25]]},"assertion":[{"value":"15 March 2021","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 April 2022","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}