Effectiveness in the Realisation of Speaker Authentication

Heinz Hertlein; Aladdin Ariyaeeinia; Zoe Jeffrey; Soodamani Ramalingam

doi:10.1109/CCST.2019.8888434

Effectiveness in the Realisation of Speaker Authentication

Heinz Hertlein, Aladdin Ariyaeeinia, Zoe Jeffrey, Soodamani Ramalingam

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

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Abstract

An important consideration for the deployment of speaker recognition in authentication applications is the approach to the formation of training and testing utterances . Whilst defining this for a specific scenario is influenced by the associated requirements and conditions, the process can be further guided through the establishment of the relative usefulness of alternative frameworks for composing the training and testing material. In this regard, the present paper provides an analysis of the effects, on the speaker recognition accuracy, of various bases for the formation of the training and testing data. The experimental investigations are conducted based on the use of digit utterances taken from the XM2VTS database. The paper presents a detailed description of the individual approaches considered and discusses the experimental results obtained in different cases.

Original language	English
Title of host publication	2019 International Carnahan Conference on Security Technology (ICCST), CHENNAI, India, 2019
Subtitle of host publication	IEEE ICCST 2019
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	1-5
Number of pages	5
ISBN (Electronic)	9781728115764
ISBN (Print)	978-1-7281-1575-7
DOIs	https://doi.org/10.1109/CCST.2019.8888434
Publication status	Published - 31 Oct 2019
Event	The IEEE (53rd) International Carnahan Conference on Security Technology - Anna University, Chennai, India Duration: 1 Oct 2019 → 3 Oct 2019 http://www.mitindia.edu/ICCST2019/

Publication series

Name	Proceedings - International Carnahan Conference on Security Technology
Volume	2019-October
ISSN (Print)	1071-6572

Conference

Conference	The IEEE (53rd) International Carnahan Conference on Security Technology
Country/Territory	India
City	Chennai
Period	1/10/19 → 3/10/19
Internet address	http://www.mitindia.edu/ICCST2019/

Keywords

Biometric Applications
Speaker Authentication
Speaker Recognition

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10.1109/CCST.2019.8888434

Effectiveness_in_the_Realisation_of_Speaker_Authentication - AAM
© 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Accepted author manuscript, 321 KBLicence: Other

Cite this

Hertlein, H., Ariyaeeinia, A., Jeffrey, Z., & Ramalingam, S. (2019). Effectiveness in the Realisation of Speaker Authentication. In 2019 International Carnahan Conference on Security Technology (ICCST), CHENNAI, India, 2019: IEEE ICCST 2019 (pp. 1-5). Article 8888434 (Proceedings - International Carnahan Conference on Security Technology; Vol. 2019-October). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/CCST.2019.8888434

Hertlein, Heinz ; Ariyaeeinia, Aladdin ; Jeffrey, Zoe et al. / Effectiveness in the Realisation of Speaker Authentication. 2019 International Carnahan Conference on Security Technology (ICCST), CHENNAI, India, 2019: IEEE ICCST 2019. Institute of Electrical and Electronics Engineers (IEEE), 2019. pp. 1-5 (Proceedings - International Carnahan Conference on Security Technology).

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abstract = "An important consideration for the deployment of speaker recognition in authentication applications is the approach to the formation of training and testing utterances . Whilst defining this for a specific scenario is influenced by the associated requirements and conditions, the process can be further guided through the establishment of the relative usefulness of alternative frameworks for composing the training and testing material. In this regard, the present paper provides an analysis of the effects, on the speaker recognition accuracy, of various bases for the formation of the training and testing data. The experimental investigations are conducted based on the use of digit utterances taken from the XM2VTS database. The paper presents a detailed description of the individual approaches considered and discusses the experimental results obtained in different cases.",

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Hertlein, H, Ariyaeeinia, A , Jeffrey, Z & Ramalingam, S 2019, Effectiveness in the Realisation of Speaker Authentication. in 2019 International Carnahan Conference on Security Technology (ICCST), CHENNAI, India, 2019: IEEE ICCST 2019., 8888434, Proceedings - International Carnahan Conference on Security Technology, vol. 2019-October, Institute of Electrical and Electronics Engineers (IEEE), pp. 1-5, The IEEE (53rd) International Carnahan Conference on Security Technology, Chennai, India, 1/10/19. https://doi.org/10.1109/CCST.2019.8888434

Effectiveness in the Realisation of Speaker Authentication. / Hertlein, Heinz; Ariyaeeinia, Aladdin ; Jeffrey, Zoe et al.
2019 International Carnahan Conference on Security Technology (ICCST), CHENNAI, India, 2019: IEEE ICCST 2019. Institute of Electrical and Electronics Engineers (IEEE), 2019. p. 1-5 8888434 (Proceedings - International Carnahan Conference on Security Technology; Vol. 2019-October).

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

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AU - Ariyaeeinia, Aladdin

AU - Jeffrey, Zoe

AU - Ramalingam, Soodamani

N1 - © 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

PY - 2019/10/31

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N2 - An important consideration for the deployment of speaker recognition in authentication applications is the approach to the formation of training and testing utterances . Whilst defining this for a specific scenario is influenced by the associated requirements and conditions, the process can be further guided through the establishment of the relative usefulness of alternative frameworks for composing the training and testing material. In this regard, the present paper provides an analysis of the effects, on the speaker recognition accuracy, of various bases for the formation of the training and testing data. The experimental investigations are conducted based on the use of digit utterances taken from the XM2VTS database. The paper presents a detailed description of the individual approaches considered and discusses the experimental results obtained in different cases.

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Hertlein H, Ariyaeeinia A , Jeffrey Z , Ramalingam S. Effectiveness in the Realisation of Speaker Authentication. In 2019 International Carnahan Conference on Security Technology (ICCST), CHENNAI, India, 2019: IEEE ICCST 2019. Institute of Electrical and Electronics Engineers (IEEE). 2019. p. 1-5. 8888434. (Proceedings - International Carnahan Conference on Security Technology). doi: 10.1109/CCST.2019.8888434

Effectiveness in the Realisation of Speaker Authentication

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