Publication Details

Comparison of Keyword Spotting Approaches for Informal Continuous Speech

SZŐKE, I.; SCHWARZ, P.; BURGET, L.; FAPŠO, M.; KARAFIÁT, M.; ČERNOCKÝ, J.; MATĚJKA, P. Comparison of Keyword Spotting Approaches for Informal Continuous Speech. Interspeech'2005 - Eurospeech - 9th European Conference on Speech Communication and Technology. European Conference EUROSPEECH. Lisabon: 2005. p. 633-636. ISSN: 1018-4074.
Czech title
Porovnání metod pro detekci klíčových slov pro neformální plynulou řeč
Type
conference paper
Language
English
Authors
Szőke Igor, Ing., Ph.D. (DCGM)
Schwarz Petr, Ing., Ph.D. (DCGM)
Burget Lukáš, doc. Ing., Ph.D. (DCGM)
Fapšo Michal, Ing., Ph.D.
Karafiát Martin, Ing., Ph.D. (DCGM)
Černocký Jan, prof. Dr. Ing. (DCGM)
Matějka Pavel, Ing., Ph.D. (DCGM)
URL
Keywords

comparison, keyword spotting, hidden Markov model, long temporal trajectory, phoneme recognizer

Abstract

This paper describes several approaches to  keyword spotting(KWS)  for informal continuous speech. We compare  acoustickeyword spotting, spotting in word lattices generated by largevocabulary continuous speech recognition and a hybrid approach makinguse of phoneme lattices generated by a phoneme recognizer. The systems are compared on carefully defined test data extracted from ICSImeeting database. The  acoustic and phoneme-lattice based KWS arebased on a phoneme recognizer making use of temporal-pattern (TRAP)feature extraction and posterior estimation using neural nets. We showits superiority over traditional HMM/GMM systems. The advantages anddrawbacks of different approaches are discussed.

Published
2005
Pages
633–636
Journal
European Conference EUROSPEECH, ISSN 1018-4074
Proceedings
Interspeech'2005 - Eurospeech - 9th European Conference on Speech Communication and Technology
Conference
Interspeech 2005, Lisabon, PT
Place
Lisabon
BibTeX 
@inproceedings{BUT18062,
  author="Igor {Szőke} and Petr {Schwarz} and Lukáš {Burget} and Michal {Fapšo} and Martin {Karafiát} and Jan {Černocký} and Pavel {Matějka}",
  title="Comparison of Keyword Spotting Approaches for Informal Continuous Speech",
  booktitle="Interspeech'2005 - Eurospeech - 9th European Conference on Speech Communication and Technology",
  year="2005",
  journal="European Conference EUROSPEECH",
  pages="633--636",
  address="Lisabon",
  issn="1018-4074",
  url="https://www.fit.vut.cz/research/publication/7886/"
}
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