Computational Auditory Scene Analysis: Principles, Algorithms, and Applications
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منابع مشابه
A blackboard architecture for computational auditory scene analysis
A challenging problem for research in computational auditory scene analysis is the integration of evidence derived from multiple grouping principles. We describe a computational model which addresses this issue through the use of a `blackboard' architecture. The model integrates evidence from multiple grouping principles at several levels of abstraction, and manages competition between principl...
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The term auditory scene analysis (ASA) refers to the ability of human listeners to form perceptual representations of the constituent sources in an acoustic mixture, as in the well-known ‘cocktail party’ effect. Accordingly, computational auditory scene analysis (CASA) is the field of study which attempts to replicate ASA in machines. Some CASA systems are closely modelled on the known stages o...
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Since Bregman published his unifying account of psychological results in auditory organization, Auditory Scene Analysis [1], there has been a series computational models of these principles. The dominant approach, as embodied in the dissertations of Cooke [2], Mellinger [3] and Brown [4], and elsewhere [5], may be characterized as follows: First the sound is processed by a conventional signalpr...
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What is the computational goal of auditory scene analysis? This is a key issue to address in the Marrian information-processing framework. It is also an important question for researchers in computational auditory scene analysis (CASA) because it bears directly on how a CASA system should be evaluated. In this chapter I discuss different objectives used in CASA. I suggest as a main CASA goal th...
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ورودعنوان ژورنال:
- IEEE Trans. Neural Networks
دوره 19 شماره
صفحات -
تاریخ انتشار 2008