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Publikace
Detail publikace
Citace
: Comparison of keyword spotting methods for searching in speech . Interspeech 2006, p. 1894-1897, ISCA, Bonn, 2006.
Abstrakt
This paper presents and discusses keyword spotting methods for searching in speech. In contrast with searching in text, the searching in speech or generally in multimedia data still represents a challenge. The aim of the paper is to present a keyword spotting (KWS) method based on a large vocabulary continuous speech recognition (LVCSR) system, based on phonetics decoder, and keyword spotting using a filler model. All the methods are evaluated and compared from various points of view – speed, quality, requirements on training data and so on. All experiments are done using a telephone-quality speech corpus. Furthermore, this paper presents a new block decision in filler model-based keyword spotting which brings the speedup of decision together with better detection. Index Terms: keyword spotting, searching in speech, speech recognition, LVCSR, filler model, acoustic baseform.
Abstrakt v češtině
Článek prezentuje metody detekce klíčových slov: založené na LVCSR, výplňovém modelu a prohledávání výstupu fonémového dekoderu.
Detail publikace
| Název: | Comparison of keyword spotting methods for searching in speech |
|---|---|
| Autor: | Šmídl, L. ; Psutka, J. |
| Název - česky: | Srovnání metod detekce klíčových slov |
| Jazyk publikace: | anglicky |
| Datum vydání: | 17.9.2006 |
| Rok vydání: | 2006 |
| Typ publikace: | Článek z časopisu |
| Název časopisu / knihy: | Interspeech 2006 |
| Strana: | 1894 - 1897 |
| ISBN: | 1990-9772 |
| ISSN: | 1990-9772 |
| Nakladatel: | ISCA |
| Místo vydání: | Bonn |
| Datum: | 17.9.2006 - 21.9.2006 |
Klíčová slova
keyword spotting, LVCSR, filler model, ABS
Klíčová slova v češtině
detekce klíčových slov, LVCSR, výplňový model, ABS
BibTeX
@ARTICLE{SmidlL_2006_Comparisonofkeyword,
author = {\v{S}m\'{i}dl, L. and Psutka, J.},
title = {Comparison of keyword spotting methods for searching in speech},
year = {2006},
publisher = {ISCA},
journal = {Interspeech 2006},
address = {Bonn},
pages = {1894-1897},
ISBN = {1990-9772 },
ISSN = {1990-9772},
url = {http://www.kky.zcu.cz/en/publications/SmidlL_2006_Comparisonofkeyword},
}