Robust Text-Independent Speaker Verification Using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4216

  title =        "Robust Text-Independent Speaker Verification Using
                 Genetic Programming",
  author =       "Peter Day and Asoke K. Nandi",
  journal =      "IEEE Transactions on Audio, Speech and Language
  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

Genetic Programming entries for Peter Day Asoke K Nandi