Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
A Discrete Event System Based Approach for Obfuscated Malware Detection Read chapter Read first chapter

2015 | OriginalPaper | Chapter

16. Speaker Verification for Variable Duration Segments and the Effect of Session Variability

Authors : Rohan Kumar Das, S. R. M. Prasanna

Published in: Advances in Communication and Computing

Publisher: Springer India

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

With the current advancements achieved in the area of speaker verification, a significant performance is obtained under sufficient data conditions. Whereas when there comes a constraint in the amount of speech data, it reflects directly on the performance. This paper presents initial speaker verification studies under variable duration test segments over a standard canned database and, then, studies for variable duration test segments over a database collected from a practical speaker verification system. The latter case helps to explore session variability issues and its impact on speaker verification. This information is used for remodeling of the enrolled speaker models, which in turn improves the system performance significantly.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Online and Offline Handwriting Recognition of Assamese Language—A Preliminary Idea
next chapter Two-Dimensional Processing of Multichannel ECG Signals for Efficient Exploitation of Inter and Intra-Channel Correlation
Literature
1.
Kinnunen, T., Li, H.: An overview of Text-Independent speaker recognition: from features to supervector. Speech Commun. 52(1), 12–40 (2010)CrossRef
2.
Dehak, N., Kenny, P., Dehak, R., Dumouchel, P., Ouellet, P.: Front-end factor analysis for speaker verification. IEEE Trans. Audio Speech Lang. Process. 19(4), 788–798 (2011)CrossRef
3.
Kanagasundaram, A., Vogt, R., Dean, D., Sridharan, S., Mason, M.: i-vector based speaker recognition on short utterances. In: Interspeech (2011)
4.
Das, R.K., Abhiram, B., Prasanna, S.R.M., Ramakrishnan, A.G.: Combining source and system information for limited data speaker verification. In: Interspeech (2014)
5.
The NIST Year 2003 Speaker Recognition Evaluation Plan. NIST. February 2003
6.
Reynolds, D.A., Quatieri, T.F., Dunn, R.B.: Speaker verification using adapted Gaussian mixture models. Digit. Signal Process. 10(1–3), 1941 (2000)
7.
Hatch, A.O., Kajarekar, S., Stolcke, A.: Within-class covariance normalization for SVM-based speaker recognition. In: Proceeding of ICSLP 2006, pp. 1471–1474 (2006)
8.
Dey, S., Barman, S., Bhukya, R.K., Das, R.K., Haris B.C., Prasanna, S.R.M., Sinha, R.: Speech biometric based attendance system. In: National Conference on Communications (2014)
9.
Auckenthaler, R., Carey, M., Lloyd-Thomas, H.: Score normalization for text-independent speaker verification systems. Digit. Signal Process. 10(13), 4254 (2000)
Metadata
Title
Speaker Verification for Variable Duration Segments and the Effect of Session Variability
Authors
Rohan Kumar Das
S. R. M. Prasanna
Copyright Year
2015
Publisher
Springer India
Book
Advances in Communication and Computing

Print ISBN: 978-81-322-2463-1

Electronic ISBN: 978-81-322-2464-8

Copyright Year: 2015

DOI
https://doi.org/10.1007/978-81-322-2464-8_16