Nonlinear Vectorial Prediction with Neural Nets
Sound
2022-04-05 v1 Audio and Speech Processing
Abstract
In this paper we propose a nonlinear vectorial prediction scheme based on a Multi Layer Perceptron. This system is applied to speech coding in an ADPCM backward scheme. In addition a procedure to obtain a vectorial quantizer is given, in order to achieve a fully vectorial speech encoder. We also present several results with the proposed system
Keywords
Cite
@article{arxiv.2204.01295,
title = {Nonlinear Vectorial Prediction with Neural Nets},
author = {Marcos Faundez-Zanuy},
journal= {arXiv preprint arXiv:2204.01295},
year = {2022}
}
Comments
9 pages, published in Proceedings of the 6th International Work Conference on Artificial and Natural Neural Networks: Bio inspired Applications of Connectionism Part II June 2001 Pages 754 761