This paper describes a data organization system and genuine content-addressable memory
called the WEBSOM. It is a two-layer self-organizing map (SOM) architecture where …

The number of scientific papers that analyze, extend, or apply the SOM algorithms or
otherwise directly benefit from them is already on the order of 4000 at the moment of writing …

Kohonen self-organizing neural networks, also called self-organizing maps (SOMs), have
been used successfully to recognize human phonemes and in this way to aid in human …

Na področju govornih in jezikovnih tehnologij predstavlja avtomatsko razpoznavanje govora
enega izmed ključnih gradnikov. V prispevku bomo predstavili razvoj avtomatskega …

Sažetak The paper describes the semantic part of the linguistic analysis of a recognized
word hypothesis lattice, as implemented in an information dialogue system, capable of …

Sentence hypothesisation in a speech recognition and understanding dialogue system for
the Slovenian language is presented. A statistical approach using the 3g-gram model based …

Digitalisation in linguistics refers to corpus linguistics and language technologies. First, we
overview the beginnings of corpus linguistics and language technologies in Slovenia and …

In the paper, we present acoustic and language modelling procedures developed for
Slovenian speech recognition. The continuous speech recognition system is part of the …

Competitive-learning neural networks may be much less familiar to the ANN community than
the more straightforward multilayer feedforward networks, or the feedback or state-transfer …

ARSTRACT A vector quantisation codebook can be modelled as a set of probability density
functions. The problem of estimating the parameters determining mixture probability density …