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Privacy-Preserving Machine Learning for Speech Processing (Springer Theses)

Manas A. Pathak




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 | #8024227 in Books |  Springer |  2012-10-25 | Original language:English | PDF # 1 |  9.20 x.60 x6.20l,.80 | File type: PDF | 142 pages

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||From the Back Cover|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

This thesis discusses the privacy issues in speech-based applications such as biometric authentication, surveillance, and external speech processing services. Author Manas A. Pathak presents solutions for privacy-preserving speech processing applications such as speaker verification, speaker identification and speech recognition. The author also introduces some of the tools from cryptography and machine learning and current techniques for improving the efficiency and s...

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