Utterance verification under distributed detection and fusion framework

Taeyoon Kim; Hanseok Ko

Utterance verification under distributed detection and fusion framework

School of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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 language	English
Title of host publication	EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology
Publisher	International Speech Communication Association
Pages	889-892
Number of pages	4
Publication status	Published - 2003
Event	8th European Conference on Speech Communication and Technology, EUROSPEECH 2003 - Geneva, Switzerland Duration: 2003 Sept 1 → 2003 Sept 4

Other

Other	8th European Conference on Speech Communication and Technology, EUROSPEECH 2003
Country/Territory	Switzerland
City	Geneva
Period	03/9/1 → 03/9/4

ASJC Scopus subject areas

Computer Science Applications
Software
Linguistics and Language
Communication

Cite this

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title = "Utterance verification under distributed detection and fusion framework",

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.",

author = "Taeyoon Kim and Hanseok Ko",

year = "2003",

language = "English",

pages = "889--892",

booktitle = "EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology",

publisher = "International Speech Communication Association",

note = "8th European Conference on Speech Communication and Technology, EUROSPEECH 2003 ; Conference date: 01-09-2003 Through 04-09-2003",

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T1 - Utterance verification under distributed detection and fusion framework

AU - Kim, Taeyoon

AU - Ko, Hanseok

PY - 2003

Y1 - 2003

N2 - 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.

AB - 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.

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UR - http://www.scopus.com/inward/citedby.url?scp=85009210475&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85009210475

SP - 889

EP - 892

BT - EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology

PB - International Speech Communication Association

T2 - 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003

Y2 - 1 September 2003 through 4 September 2003

ER -

Utterance verification under distributed detection and fusion framework

Abstract

Other

ASJC Scopus subject areas

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