Privacy-Preserving Machine Learning for Speech Processing

1. Thesis Overview
Manas A. Pathak

2. Speech Processing Background
Manas A. Pathak

3. Privacy Background
Manas A. Pathak

4. Overview of Speaker Verification with Privacy
Manas A. Pathak

5. Privacy-Preserving Speaker Verification Using Gaussian Mixture Models
Manas A. Pathak

6. Privacy-Preserving Speaker Verification as String Comparison
Manas A. Pathak

7. Overview of Speaker Identification with Privacy
Manas A. Pathak

8. Privacy-Preserving Speaker Identification Using Gaussian Mixture Models
Manas A. Pathak

9. Privacy-Preserving Speaker Identification as String Comparison
Manas A. Pathak

10. Overview of Speech Recognition with Privacy
Manas A. Pathak

11. Privacy-Preserving Isolated-Word Recognition
Manas A. Pathak

12. Thesis Conclusion
Manas A. Pathak

13. Future Work
Manas A. Pathak

Keywords: Engineering, Signal, Image and Speech Processing, Communications Engineering, Networks, Data Structures, Cryptology and Information Theory, Power Electronics, Electrical Machines and Networks