Presentation attack detection in voice biometrics

Presentation attack detection in voice biometrics

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In this chapter, however, we focus on PAD in voice biometrics, i.e., automatic speaker verification (ASV) systems. We discuss vulnerabilities of these systems to presentation attacks (PAs), present different state-of-the-art PAD systems, give the insights into their performances, and discuss the integration of PAD andASV systems.

Chapter Contents:

  • 10.1 Introduction
  • 10.1.1 Databases
  • ASVspoof database
  • AVspoof database
  • 10.1.2 Evaluation
  • 10.2 Vulnerability of voice biometrics
  • 10.3 Presentation attack detection approaches
  • 10.3.1 Features
  • 10.3.2 Classifiers
  • 10.3.3 Fusion
  • 10.4 PADs failing to generalize
  • 10.5 Integration of PAD andASV
  • 10.6 Conclusions
  • Acknowledgments
  • References

Inspec keywords: speaker recognition; biometrics (access control)

Other keywords: automatic speaker verification; PAD; voice biometrics; presentation attack detection; ASV

Subjects: Speech recognition and synthesis; Data security; Speech processing techniques

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