VoiceLive - A Phoneme Localization Based Liveness Detection for Voice Authentication on Smartphones

VoiceLive - A Phoneme Localization Based Liveness Detection for Voice Authentication on Smartphones

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Intro

1 of 21

1 of 21

Intro

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Classroom Contents

VoiceLive - A Phoneme Localization Based Liveness Detection for Voice Authentication on Smartphones

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  1. 1 Intro
  2. 2 Mobile Applications
  3. 3 Voice Authentication: Spoofing
  4. 4 Existing Solutions
  5. 5 VoiceLive: Basic Idea
  6. 6 System & Attack Models
  7. 7 Human Speech System
  8. 8 Phonemes: Vowels
  9. 9 Phoneme Localization with Mic Array
  10. 10 Approach Overview
  11. 11 System Overview
  12. 12 Phoneme Segmentation
  13. 13 TDOA Calculation
  14. 14 Similarity Comparison Normalize TDA dynamic to the same scale as the template
  15. 15 Properties Of TDOA dynamics
  16. 16 Experiment Methodology
  17. 17 Data Collection
  18. 18 Attack Design
  19. 19 Overall Performance
  20. 20 Robustness to Phone Displacement
  21. 21 Conclusion

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