Robust Text-Independent Speaker Verification Using Genetic Programming

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@Article{Day:2007:ASLP,

• title = "Robust Text-Independent Speaker Verification Using Genetic Programming",
• author = "Peter Day and Asoke K. Nandi",
• journal = "IEEE Transactions on Audio, Speech and Language Processing",
• year = "2007",
• volume = "15",
• number = "1",
• pages = "285--295",
• month = jan,
• keywords = "genetic algorithms, genetic programming, feature extraction, speaker recognition, telephone networks additive noise, convolutive noise, feature selection, remote security verification, robust text-independent speaker verification, telephone network",
• DOI = "doi:10.1109/TASL.2006.876765",
• ISSN = "1558-7916",
• 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",
• notes = "see also IEEE Transactions on Speech and Audio Processing",

}

Genetic Programming entries for Peter Day Asoke K Nandi

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