Open-ended design and performance evaluation of a biometric speaker identification system

Ravi P. Ramachandran; Robi Polikar; Kevin D. Dahm; Sachin S. Shetty

doi:10.1109/ISCAS.2012.6271864

Open-ended design and performance evaluation of a biometric speaker identification system

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

Abstract

It is very important that biometrics education, particularly at the undergraduate level, keeps pace with the rapidly growing global market. This paper describes a senior level project in speech biometrics that fits in a variety of courses in order to reach out to many students. The project has broad learning outcomes, namely, enhanced application of math skills, software implementation skills, interest in biometrics, ability to carry out open-ended design and communication skills. Assessment results based on the analysis of the success of the students (refereed publications and enrolling in graduate programs), student surveys related to the learning outcomes and a target versus control group survey show that the project was successful.

Original language	English (US)
Title of host publication	ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems
Publisher	IEEE Computer Society
Pages	2697-2700
Number of pages	4
ISBN (Electronic)	9781467302197
DOIs	https://doi.org/10.1109/ISCAS.2012.6271864
State	Published - 2012
Event	2012 IEEE International Symposium on Circuits and Systems, ISCAS 2012 - Seoul, Korea, Republic of Duration: May 20 2012 → May 23 2012

Publication series

Name	ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems

Other

Other	2012 IEEE International Symposium on Circuits and Systems, ISCAS 2012
Country/Territory	Korea, Republic of
City	Seoul
Period	5/20/12 → 5/23/12

ASJC Scopus subject areas

Hardware and Architecture
Electrical and Electronic Engineering

Access to Document

10.1109/ISCAS.2012.6271864

Cite this

Ramachandran, R. P., Polikar, R., Dahm, K. D., & Shetty, S. S. (2012). Open-ended design and performance evaluation of a biometric speaker identification system. In ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems (pp. 2697-2700). Article 6271864 (ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems). IEEE Computer Society. https://doi.org/10.1109/ISCAS.2012.6271864

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title = "Open-ended design and performance evaluation of a biometric speaker identification system",

abstract = "It is very important that biometrics education, particularly at the undergraduate level, keeps pace with the rapidly growing global market. This paper describes a senior level project in speech biometrics that fits in a variety of courses in order to reach out to many students. The project has broad learning outcomes, namely, enhanced application of math skills, software implementation skills, interest in biometrics, ability to carry out open-ended design and communication skills. Assessment results based on the analysis of the success of the students (refereed publications and enrolling in graduate programs), student surveys related to the learning outcomes and a target versus control group survey show that the project was successful.",

author = "Ramachandran, \{Ravi P.\} and Robi Polikar and Dahm, \{Kevin D.\} and Shetty, \{Sachin S.\}",

year = "2012",

doi = "10.1109/ISCAS.2012.6271864",

language = "English (US)",

series = "ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems",

publisher = "IEEE Computer Society",

pages = "2697--2700",

booktitle = "ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems",

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note = "2012 IEEE International Symposium on Circuits and Systems, ISCAS 2012 ; Conference date: 20-05-2012 Through 23-05-2012",

}

Ramachandran, RP , Polikar, R , Dahm, KD & Shetty, SS 2012, Open-ended design and performance evaluation of a biometric speaker identification system. in ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems., 6271864, ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems, IEEE Computer Society, pp. 2697-2700, 2012 IEEE International Symposium on Circuits and Systems, ISCAS 2012, Seoul, Korea, Republic of, 5/20/12. https://doi.org/10.1109/ISCAS.2012.6271864

Open-ended design and performance evaluation of a biometric speaker identification system. / Ramachandran, Ravi P.; Polikar, Robi ; Dahm, Kevin D. et al.
ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems. IEEE Computer Society, 2012. p. 2697-2700 6271864 (ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems).

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

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AB - It is very important that biometrics education, particularly at the undergraduate level, keeps pace with the rapidly growing global market. This paper describes a senior level project in speech biometrics that fits in a variety of courses in order to reach out to many students. The project has broad learning outcomes, namely, enhanced application of math skills, software implementation skills, interest in biometrics, ability to carry out open-ended design and communication skills. Assessment results based on the analysis of the success of the students (refereed publications and enrolling in graduate programs), student surveys related to the learning outcomes and a target versus control group survey show that the project was successful.

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Ramachandran RP , Polikar R , Dahm KD, Shetty SS. Open-ended design and performance evaluation of a biometric speaker identification system. In ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems. IEEE Computer Society. 2012. p. 2697-2700. 6271864. (ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems). doi: 10.1109/ISCAS.2012.6271864

Open-ended design and performance evaluation of a biometric speaker identification system

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ASJC Scopus subject areas

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