N-dimensional nonlinear prediction with MLP
Machine Learning
2022-03-01 v1
Abstract
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.
Cite
@article{arxiv.2202.13866,
title = {N-dimensional nonlinear prediction with MLP},
author = {Marcos Faundez-Zanuy},
journal= {arXiv preprint arXiv:2202.13866},
year = {2022}
}
Comments
4 pages