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Re: auditory memory and sound classification
Hadi, I've just found this obvious reference:
S. McAdams and E. Bigand, Thinking Sound, Oxford University Press 1993.
It includes a chapter by Robert G. Crowder, Auditory memory, pp. 113-145,
but all the book should be useful to you.
Sorry, I should have thought of this reference earlier. The book was
originally published in French if I'm not wrong.
----- Original Message -----
From: "Hadi Harb" <Hadi.Harb@EC-LYON.FR>
Sent: Tuesday, April 20, 2004 7:32 PM
Subject: auditory memory and sound classification
> Dear list,
> During my PhD thesis I was working on developing a general audio
> for multimedia applications. I started from the supposition that if we
> some aspects of the way humans classify audio semantic classes (in our
> context semantic class means: speech, music, jazz, man, action.) while
> building an audio classifier will be advantageous. In two experiments I
> for the human discrimination capability between speech/music and
> man(speech)/woman(speech) the context and the duration of the stimuli
> affected seriously the discrimination judgments by the subjects. For
> example, a short speech stimulus (70ms) presented after a 900ms music
> stimulus was not noticed by the subjects in the majority of cases
> to the spectral contrast in speech recognition).
> From an engineering perspective I supposed that some kind of integration
> the spectral activity over time exists (we suppose for instance a simple
> model of the ear consisting of estimating and transferring the energy
> information into different frequency bands to be processed by the cortex).
> supposed then an auditory memory model consisting of some kind of a mean
> (accumulation) and a variance (surprise) of the past spectral energy in
> different frequency bands. This model, although very simplistic and based
> only on intuition, when used as the basis for audio signal feature
> extraction was shown to have interesting properties for general audio
> classification in multimedia indexing applications.
> I was wondering if we can suppose from a scientific point of view that
> subjects when classifying a stimulus into high level concepts (rain,
> explosion, speech) base their judgments on the auditory memory state (the
> integration and correlation of the past spectral activities for instance)
> which is updated continuously by new acoustic activities. Also I would
> to know if such auditory memory models exist.
> I am seeking clarification, directions, and references about the effect of
> the auditory memory models on the human perception of general sound if
> Thank you,
> Hadi Harb
> Dept. Mathematiques - Informatique,
> ECOLE CENTRALE DE LYON
> 36, av Guy de Collongue,
> 69134 Ecully France EUROPE
> tel: +33 (0)18.104.22.168.59
> fax: +33 (0)22.214.171.124.15
> e-mail: firstname.lastname@example.org
> web: http://perso.ec-lyon.fr/hadi.harb