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A host of new techniques have recently been developed in the study
and modelling of the auditory pathway. These techniques, made
practical thanks to recent development in computer power and
memory, are often referred to as "broadband methods". These methods
have allowed us to better understand how complex sounds such as
music and running speech are encoded along the auditory pathway in
a noise-robust fashion, and the resulting cortical models have been
used in speech recognition, vehicle identification and speaker
identification with great success. These techniques were developed
and refined over the last 20 years, and as a result, the published
literature offers a scattered, and sometimes seemingly
contradictory, account. The different stimuli used might give an
impression of incompatibility between the different research
groups, with no clear reason to choose one approach over the other.
Recently, these methods were shown to be almost equivalent. This
leads to a very confusing situation for a researcher who wants to
apply these new techniques to his or her current research:
depending on how far back the researcher goes, the literature will
appear to change over, and even to be self-contradictory. This book
is the first to present, in a single volume, the different
broadband methods, their different philosophies, their relative
advantages and disadvantages, and a methodology that will help the
would-be-practitioner get started, navigate the literature, and
chose the method most appropriate to her needs.
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