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The problem is similar to keyword spotting in the audio domain.
In the audio domain, a portion consists in an audio subband.
In [99], the authors implement a version of the Gaussian Mixture Model (GMM) method in the audio domain.
In the following, we will consider the problems reported in Section 2, analyzing how they translate into the audio domain, and how they are solved by the nowadays approaches.
It is worth noting that in this case, the visual problems of Local light switch, Foreground aperture, Shadows and Reflections have not a clear correspondence in the audio domain, and thus they are omitted from the analysis.
In general, whereas the visual domain may be considered as formed by several independent entities, that is, the pixels signals, in the audio domain the spectral subband assume the meaning of the basic independent entities.
Similar(51)
There are a number of differences between the visual and audio domains, with respect to the data.
We intentionally choose to get a quantification of the effect of bad exposure in the 1D audio signal domain instead of 2D image domain.
Another method of generating a signal in the audio signal domain has been proposed in the field of spatial audio acquisition [11, 12].
While our proposed method generates a virtual signal in the audio signal domain, the signal generation in conventional methods is carried out in the power domain [6, 7, 10] or in a higher-order statistical domain [8, 9].
In the audio signal domain, signals are represented as time series made up of thousands of discrete samples.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com