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The second section is made up of function generators which control the various visual parameters.
As such, it will 'listen' to instruments such as bass drums or bass guitars, register the overall amplitude of the signal in that range and turn it into a form that can be used to modulate the visual parameters.
The Coens and their longtime cinematographer, Roger Deakins, work within visual parameters erected by John Ford, shooting a sprawling western with looming landscapes that etch the relative insignificance of the people riding across them.
Then, the utterance reduction is finished by finding the residual between the real visual parameters and the outputs of the utterance related visual parameters.
The utterance reduction in visual parameters is trying to find the relationship between the visual parameters and the content-related audio parameters.
We use the cross-correlation of the two visual parameters as the measure of similarity.
Thus, the visual parameters estimated from speech can be used to animate this face model.
The visual parameters are the size of open mouth and the texture parameter.
Similarly, mapping from the acoustic speech directly into visual parameters is an appealing research problem.
Instead, the pixel gray values of speaker's mouth region are used to extract the visual parameters.
This optimises the mapping from audio to visual parameters according to the selected units.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com