On effective speaker verification based on subword model

Sungjoo Ahn, Sunmee Kang, Hanseok Ko

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

2 Citations (Scopus)

Abstract

This paper concerns an effective text-dependent speaker verification method to increase the performance of speaker verification. While various speaker verification methods have already been developed, their effectiveness has not yet been formally proven in terms of achieving acceptable performance level. This paper proposes a weighted likelihood procedure along with a confidence measure based on subword-based textdependent speaker verification. Our aim is to remedy the low performance problem in speaker verification by exploring a means to strengthen the verification likelihood via subwordbased hypothesis criteria and weighted likelihood method. Experimental results show that the proposed speaker verification method outperforms that of the speaker verification scheme without using the proposed decision by a factor of up to 1.6 times. From these results, the proposed speaker verification method is shown to be very effective and to achieve a reliable performance.

Original languageEnglish
Title of host publication7th International Conference on Spoken Language Processing, ICSLP 2002
PublisherInternational Speech Communication Association
Pages1361-1364
Number of pages4
Publication statusPublished - 2002
Event7th International Conference on Spoken Language Processing, ICSLP 2002 - Denver, United States
Duration: 2002 Sep 162002 Sep 20

Other

Other7th International Conference on Spoken Language Processing, ICSLP 2002
CountryUnited States
CityDenver
Period02/9/1602/9/20

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performance
remedies
confidence
Subword

ASJC Scopus subject areas

  • Language and Linguistics
  • Linguistics and Language

Cite this

Ahn, S., Kang, S., & Ko, H. (2002). On effective speaker verification based on subword model. In 7th International Conference on Spoken Language Processing, ICSLP 2002 (pp. 1361-1364). International Speech Communication Association.

On effective speaker verification based on subword model. / Ahn, Sungjoo; Kang, Sunmee; Ko, Hanseok.

7th International Conference on Spoken Language Processing, ICSLP 2002. International Speech Communication Association, 2002. p. 1361-1364.

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

Ahn, S, Kang, S & Ko, H 2002, On effective speaker verification based on subword model. in 7th International Conference on Spoken Language Processing, ICSLP 2002. International Speech Communication Association, pp. 1361-1364, 7th International Conference on Spoken Language Processing, ICSLP 2002, Denver, United States, 02/9/16.
Ahn S, Kang S, Ko H. On effective speaker verification based on subword model. In 7th International Conference on Spoken Language Processing, ICSLP 2002. International Speech Communication Association. 2002. p. 1361-1364
Ahn, Sungjoo ; Kang, Sunmee ; Ko, Hanseok. / On effective speaker verification based on subword model. 7th International Conference on Spoken Language Processing, ICSLP 2002. International Speech Communication Association, 2002. pp. 1361-1364
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