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Více informací o knize Privacy-Preserving Machine Learning for Speech Processing

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Anotace knihy

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 identification, and speech recognition. §The thesis introduces tools from cryptography and machine learning and current techniques for improving the efficiency and scalability of the presented solutions, as well as experiments with prototype implementations of the solutions for execution time and accuracy on standardized speech datasets. Using the framework proposed may make it possible for a surveillance agency to listen for a known terrorist, without being able to hear conversation from non-targeted, innocent civilians.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Privacy-Preserving Machine Learning for Speech Processing
• Autor: Manas A. Pathak
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 142
• EAN: 9781461446385
• ISBN: 1461446384
• ID: 01428073
• Nakladatelství: Springer-Verlag New York Inc.
• Hmotnost: 3672 g
• Rozměry: 235 × 155 × 12 mm
• Datum vydání: 25. October 2012

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