Speech Quality Estimation of Voice over Internet Protocol: A Real-World Application of Evolutionary Algorithms
Created by W.Langdon from
gp-bibliography.bib Revision:1.8051
- @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",
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publisher = "LAP Lambert Academic Publishing",
-
year = "2012",
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month = apr,
-
keywords = "genetic algorithms, genetic programming",
-
isbn13 = "978-3659103025",
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URL = "http://www.amazon.com/Speech-Quality-Estimation-Internet-Protocol/dp/3659103020",
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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