Comparison of VQ and DTW classifiers for speaker verification

A. Ariyaeeinia; P. Sivakumaran

Comparison of VQ and DTW classifiers for speaker verification

A. Ariyaeeinia
, P. Sivakumaran

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

4 Citations (Scopus)

66 Downloads (Pure)

Abstract

An investigation into the relative speaker verification performance of various types of vector quantisation (VQ) and dynamic time warping (DTW) classifiers is presented. The study covers a number of algorithmic issues involved in the above classifiers, and examines the effects of these on the verification accuracy. The experiments are based on the use of a subset from the Brent (telephone quality) speech database. This subset consists of repetitions of isolated digit utterances 1 to 9 and zero. The paper describes the experimental work, and presents an analysis of the results.

Original language	English
Title of host publication	In: Procs of the European Conf on Security and Detection, 1997 ( ECOS'97)
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	142-146
ISBN (Print)	0-85296-683-0
Publication status	Published - 1997

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title = "Comparison of VQ and DTW classifiers for speaker verification",

abstract = "An investigation into the relative speaker verification performance of various types of vector quantisation (VQ) and dynamic time warping (DTW) classifiers is presented. The study covers a number of algorithmic issues involved in the above classifiers, and examines the effects of these on the verification accuracy. The experiments are based on the use of a subset from the Brent (telephone quality) speech database. This subset consists of repetitions of isolated digit utterances 1 to 9 and zero. The paper describes the experimental work, and presents an analysis of the results.",

author = "A. Ariyaeeinia and P. Sivakumaran",

note = "This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.---- Copyright IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.",

year = "1997",

language = "English",

isbn = "0-85296-683-0",

pages = "142--146",

booktitle = "In: Procs of the European Conf on Security and Detection, 1997 ( ECOS'97)",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

address = "United States",

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TY - GEN

T1 - Comparison of VQ and DTW classifiers for speaker verification

AU - Ariyaeeinia, A.

AU - Sivakumaran, P.

N1 - This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.---- Copyright IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.

PY - 1997

Y1 - 1997

N2 - An investigation into the relative speaker verification performance of various types of vector quantisation (VQ) and dynamic time warping (DTW) classifiers is presented. The study covers a number of algorithmic issues involved in the above classifiers, and examines the effects of these on the verification accuracy. The experiments are based on the use of a subset from the Brent (telephone quality) speech database. This subset consists of repetitions of isolated digit utterances 1 to 9 and zero. The paper describes the experimental work, and presents an analysis of the results.

AB - An investigation into the relative speaker verification performance of various types of vector quantisation (VQ) and dynamic time warping (DTW) classifiers is presented. The study covers a number of algorithmic issues involved in the above classifiers, and examines the effects of these on the verification accuracy. The experiments are based on the use of a subset from the Brent (telephone quality) speech database. This subset consists of repetitions of isolated digit utterances 1 to 9 and zero. The paper describes the experimental work, and presents an analysis of the results.

M3 - Conference contribution

SN - 0-85296-683-0

SP - 142

EP - 146

BT - In: Procs of the European Conf on Security and Detection, 1997 ( ECOS'97)

PB - Institute of Electrical and Electronics Engineers (IEEE)

ER -

Comparison of VQ and DTW classifiers for speaker verification

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