EUROSPEECH 2001 Scandinavia
7th European Conference on Speech Communication and Technology
2nd INTERSPEECH Event

Aalborg, Denmark
September 3-7, 2001

                 

Non-Linear Predictive Vector Quantization of Speech

Marcos Faundez-Zanuy

Escola Universitaria Politecnica de Mataro, Spain

In this paper we propose a Non-Linear Predictive Vector quantizer (PVQ) for speech coding, based on Multi-Layer Perceptrons. We also propose a method to evaluate if a quantizer is well designed, and if it exploits the correlation between consecutive outputs. Although the results of the Non-linear PVQ do not improve the results of the nonlinear scalar predictor, we check that there is some room for the PVQ improvement.

Full Paper

Bibliographic reference.  Faundez-Zanuy, Marcos (2001): "Non-linear predictive vector quantization of speech", In EUROSPEECH-2001, 1977-1980.