Privacy-Preserving Machine Learning for Speech Processing

• Main Author: Pathak, Manas A. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: Engineering.; Data structures (Computer science).; Electrical engineering.; Power electronics.; Signal, Image and Speech Processing.; Communications Engineering, Networks.; Data Structures, Cryptology and Information Theory.; Power Electronics, Electrical Machines and Networks.

This thesis discusses the privacy issues in speech-based applications, including biometric authentication, surveillance, and external speech processing services. Manas A. Pathak presents solutions for privacy-preserving speech processing applications such as speaker verification, speaker identificat...