نتایج جستجو برای: vector quantization

تعداد نتایج: 217162  

Journal: :Journal of Japan Society for Fuzzy Theory and Systems 1998

2002
JANI NURMINEN JUKKA SAARINEN

In parametric speech coding, the accuracy of parameter quantization has a significant effect on speech quality. In this paper, we present a flexible and high-fidelity multi-mode quantization approach that combines the beneficial features of predictive vector quantization and matrix quantization. As an example, the proposed technique is employed in quantization of the power component in a wavefo...

2010
Mohamed Attia Mohamed El-Mahallawy

In this paper, we introduce a soft vector quantization scheme with inverse power-function distribution, and analytically derive an upper bound of the resulting quantization noise energy in comparison to that of typical (hard-deciding) vector quantization. We also discuss the positive impact of this kind of soft vector quantization on the performance of machine-learning systems that include one ...

Journal: :Communications in Mathematical Physics 1999

Journal: :Communications in Statistics - Simulation and Computation 2013

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