Detail publikace

Measurement of Complementarity of Recognition Systems

BURGET, L.

Originální název

Measurement of Complementarity of Recognition Systems

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Combination of different speech recognition systems can be powerful technique to improve recognition performance. The success of these techniques, however, depends on the complementarity of the combined systems. In this paper, a measure of complementarity of different recognition systems is proposed. This measure is based on analysis of similarity of errors made by individual systems. High correlation between the measure and actual performances of combined systems is shown in experiments, which indicates that the measure can be used to select systems suitable for combination. The measure can be computed very efficiently and it can be used even in situations where exhaustive search looking for the set of system optimal for combination would be infeasible.

Klíčová slova

speech recognition, system combination, system complementarity, complementarity measure

Autoři

BURGET, L.

Rok RIV

2004

Vydáno

7. 6. 2004

Nakladatel

Springer Verlag

Místo

Brno

ISBN

3-540-23049-1

Kniha

Proc. Seventh International conference on Text, Speech and Dialogue

Edice

Lecture Notes in Artificial Intelligence (LNAI) subseries of LNCS series as Volume 3206

Strany od

283

Strany do

290

Strany počet

8

URL

http://www.fit.vutbr.cz/~burget/publications/burget_tsd2004.pdf

BibTex

@inproceedings{BUT17134,
  author="Lukáš {Burget}",
  title="Measurement of Complementarity of Recognition Systems",
  booktitle="Proc. Seventh International conference on Text, Speech and Dialogue",
  year="2004",
  series="Lecture Notes in Artificial Intelligence (LNAI) subseries of LNCS  series as Volume 3206",
  pages="283--290",
  publisher="Springer Verlag",
  address="Brno",
  isbn="3-540-23049-1",
  url="http://www.fit.vutbr.cz/~burget/publications/burget_tsd2004.pdf"
}