Privacy-Preserving Machine Learning for Speech Processing - Pathak, Manas A.; SpringerLink (Online service) (New York, NY : Springer New York : Imprint: Springer, 2013)
Thesis Overview -- Speech Processing Background -- Privacy Background -- Overview of Speaker Verification with Privacy -- Privacy-Preserving Speaker Verification Using Gaussian Mixture Models -- Privacy-Preserving Speaker Verification as String Comparison -- Overview of Speaker Indentification with Privacy -- Privacy-Preserving Speaker Identification Using Gausian Mixture Models -- Privacy-Preserving Speaker Identification as String Comparison -- Overview of Speech Recognition with Privacy -- Privacy-Preserving Isolated-Word Recognition -- Thesis Conclusion -- Future Work -- Differentially Private Gaussian Mixture Models.
Keywords: Signal processing; Image processing; Speech processing systems; Electrical engineering; Data structures (Computer science).; Power electronics; Signal, Image and Speech Processing; Communications Engineering, Networks; Data Structures and Information Theory; Power Electronics, Electrical Machines and Networks