Speech Quality Estimation of Voice over Internet Protocol: A Real-World Application of Evolutionary Algorithms

Created by W.Langdon from gp-bibliography.bib Revision:1.3963

@Book{Raja:book,
  author =       "Adil Raja and Colin Flanagan and 
                 R. Muhammad Atif Azad",
  title =        "Speech Quality Estimation of Voice over Internet
                 Protocol: A Real-World Application of Evolutionary
                 Algorithms",
  publisher =    "LAP Lambert Academic Publishing",
  year =         "2012",
  month =        apr,
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3659103025",
  URL =          "http://www.amazon.com/Speech-Quality-Estimation-Internet-Protocol/dp/3659103020",
  size =         "172 pages",
  abstract =     "Telecommunications technologies are evolving at a
                 rapid pace. The old Public Switched Telephone Network
                 (PSTN) is being replaced with wireless and voice over
                 IP (VoIP) systems. This requires the service providers
                 to offer their services on competitive prices, on one
                 hand, and to ensure the interoperability of their
                 services over heterogeneous networks on the other.
                 Added to this is the challenge of keeping up with the
                 expectations of the clientele as regards quality of
                 service (QoS). Thus to enable the successful deployment
                 and functioning of a telecommunications network, it is
                 equally important to estimate the speech quality as it
                 may be perceived by the humans. The goal of this
                 research was to derive superior non-intrusive speech
                 quality estimation models. Model superiority was sought
                 in a multi-objective sense: 1) enhancement of
                 prediction accuracy of the derived models as compared
                 to the previous ones. 2) model simplicity or parsimony
                 was desired as it may enhance the computational
                 efficiency. In this research this is achieved by
                 employing a novel approach based on Genetic Programming
                 (GP).",
  notes =        "Paperback. See also \cite{adil-raja-thesis-2008}",
}

Genetic Programming entries for Adil Raja Colin Flanagan R Muhammad Atif Azad

Citations