%0 Journal Article %1 Day:2007:ASLP %A Day, Peter %A Nandi, Asoke K. %D 2007 %J IEEE Transactions on Audio, Speech and Language Processing %K additive algorithms, convolutive extraction, feature genetic network networks noise, programming, recognition, remote robust security selection, speaker telephone text-independent verification, %N 1 %P 285--295 %R 10.1109/TASL.2006.876765 %T Robust Text-Independent Speaker Verification Using Genetic Programming %V 15 %X Robust automatic speaker verification has become increasingly desirable in recent years with the growing trend toward remote security verification procedures for telephone banking, bio-metric security measures and similar applications. While many approaches have been applied to this problem, genetic programming offers inherent feature selection and solutions that can be meaningfully analysed, making it well suited to this task. This paper introduces a genetic programming system to evolve programs capable of speaker verification and evaluates its performance with the publicly available TIMIT corpora. We also show the effect of a simulated telephone network on classification results which highlights the principal advantage, namely robustness to both additive and convolutive noise

@article{Day:2007:ASLP, abstract = {Robust automatic speaker verification has become increasingly desirable in recent years with the growing trend toward remote security verification procedures for telephone banking, bio-metric security measures and similar applications. While many approaches have been applied to this problem, genetic programming offers inherent feature selection and solutions that can be meaningfully analysed, making it well suited to this task. This paper introduces a genetic programming system to evolve programs capable of speaker verification and evaluates its performance with the publicly available TIMIT corpora. We also show the effect of a simulated telephone network on classification results which highlights the principal advantage, namely robustness to both additive and convolutive noise}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Day, Peter and Nandi, Asoke K.}, biburl = {https://www.bibsonomy.org/bibtex/2e7b78aa449c0c68ce3ac3b0e0c3fa0e5/brazovayeye}, doi = {10.1109/TASL.2006.876765}, interhash = {d155a554e712672d193e2c7211592889}, intrahash = {e7b78aa449c0c68ce3ac3b0e0c3fa0e5}, issn = {1558-7916}, journal = {IEEE Transactions on Audio, Speech and Language Processing}, keywords = {additive algorithms, convolutive extraction, feature genetic network networks noise, programming, recognition, remote robust security selection, speaker telephone text-independent verification,}, month = {January}, notes = {see also IEEE Transactions on Speech and Audio Processing}, number = 1, pages = {285--295}, timestamp = {2008-06-19T17:38:27.000+0200}, title = {Robust Text-Independent Speaker Verification Using Genetic Programming}, volume = 15, year = 2007 }