Utterance verification under distributed detection and fusion framework

Taeyoon Kim, Hanseok Ko

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

In this paper, we consider an application of distributed detection and fusion framework to utterance verification (UV) and confidence measure (CM) objectives. We formulate the UV as a distributed detection and Bayesian fusion problem by combining various individual UV methods. We essentially design an optimal fusion rule that achieves minimum error rate. In the relevant isolated word OOV rejection experiments, the proposed method consistently outperforms over the individual UV methods.

Original languageEnglish
Title of host publicationEUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology
PublisherInternational Speech Communication Association
Pages889-892
Number of pages4
Publication statusPublished - 2003
Event8th European Conference on Speech Communication and Technology, EUROSPEECH 2003 - Geneva, Switzerland
Duration: 2003 Sep 12003 Sep 4

Other

Other8th European Conference on Speech Communication and Technology, EUROSPEECH 2003
CountrySwitzerland
CityGeneva
Period03/9/103/9/4

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Fusion reactions
confidence
experiment
Experiments

ASJC Scopus subject areas

  • Computer Science Applications
  • Software
  • Linguistics and Language
  • Communication

Cite this

Kim, T., & Ko, H. (2003). Utterance verification under distributed detection and fusion framework. In EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology (pp. 889-892). International Speech Communication Association.

Utterance verification under distributed detection and fusion framework. / Kim, Taeyoon; Ko, Hanseok.

EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology. International Speech Communication Association, 2003. p. 889-892.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kim, T & Ko, H 2003, Utterance verification under distributed detection and fusion framework. in EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology. International Speech Communication Association, pp. 889-892, 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, Geneva, Switzerland, 03/9/1.
Kim T, Ko H. Utterance verification under distributed detection and fusion framework. In EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology. International Speech Communication Association. 2003. p. 889-892
Kim, Taeyoon ; Ko, Hanseok. / Utterance verification under distributed detection and fusion framework. EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology. International Speech Communication Association, 2003. pp. 889-892
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