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Employ the source filter model (e.g. figure 9).
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For ever frame, need to code:
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A representation of the LP filter
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Power
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Degree of voicing
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Pitch (if voiced)
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Most bits go into the LP parameters
Commonly used representations of the LP parameters:
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LP coefficients: when quantisation is not a problem
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Reflection coefficients: robust but not very efficient
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Line spectral pairs: most efficient
Quantisation:
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Independent: about 50 bits per frame
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Vector quantisation: about 25 bits per frame

Figure 46: Simple LPC vocoder
Speech Vision Robotics group/Tony Robinson