论文标题

MLP的N维非线性预测

N-dimensional nonlinear prediction with MLP

论文作者

Faundez-Zanuy, Marcos

论文摘要

在本文中,我们提出了基于多层感知器的语音编码的非线性预测矢量量化(PVQ)。通过这种方案,我们通过非线性预测提高了先前的ADPCM编码器的结果,并且我们将比特率降低到每个样品的1位。

In this paper we propose a Non-Linear Predictive Vector quantizer (PVQ) for speech coding, based on Multi-Layer Perceptrons. With this scheme we have improved the results of our previous ADPCM coder with nonlinear prediction, and we have reduced the bit rate up to 1 bit per sample.

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