Skip to content
DSML.KZ
Publications

Talk · Seminar on Neural Network Applications in Electrical Engineering · November 11, 2002

Comparison of linear predictive analysis methods for ANN-based speaker identification

Melih İnal, Erhan Bütün, Kadir Erkan, M. Yildirum, Celal Çeken

Celal Çeken
Open via DOI

Abstract

This paper studies the parametrization of speech using linear predictive (LP) analysis and its application to speaker identification. The task of speaker classification is realized using multilayer perceptron. The system is evaluated on speaker set for speaker identification. The system is also tested with cepstral and reflection coefficients, and the results obtained are compared.

Speech Recognition and SynthesisSpeech and Audio ProcessingPhonetics and Phonology Researchspeaker identificationlinear predictive analysismultilayer perceptron

More by Celal Çeken