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Typical vector quantizer (VQ) design algorithms, such as generalized Lloyd methods, are susceptible to local minima. In addition, for entropy-constrained VQ, it is not obvious what the "right" number of codevectors is for any given source and target rate. One method that has shown promising results for solving both problems is deterministic annealing, where randomness is added to the encoding...
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