SPEECH RECOGNITION OF ISOLATED DIGITS USING SIMULTANEOUS GENERATIVE HISTOGRAM

Authors
HAYASHI Y OGIHARA A FUKUNAGA K
Citation
Y. Hayashi et al., SPEECH RECOGNITION OF ISOLATED DIGITS USING SIMULTANEOUS GENERATIVE HISTOGRAM, IEICE transactions on fundamentals of electronics, communications and computer science, E76A(12), 1993, pp. 2052-2054
Citations number
NO
Categorie Soggetti
Engineering, Eletrical & Electronic","Computer Science Hardware & Architecture","Computer Science Information Systems
Journal title
IEICE transactions on fundamentals of electronics, communications and computer science → ACNP
ISSN journal
09168508
Volume
E76A
Issue
12
Year of publication
1993
Pages
2052 - 2054
Database
ISI
SICI code
0916-8508(1993)E76A:12<2052:SROIDU>2.0.ZU;2-I
Abstract
We propose a recognition method for HMM using a simultaneous generativ e histogram. Proposed method uses the correlation between two features , which is expressed by a simultaneous generative histogram. Then outp ut probabilities of integrated HMM are conditioned by the codeword of another feature. The proposed method is applied to isolated digit word recognition to confirm its validity.