Mohlo by sa vám tiež páčiť

Viac informácií o knihe Privacy-Preserving Machine Learning for Speech Processing

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 249 bodov

Anotácia knihy

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 scalability of the presented solutions. Experiments with prototype implementations of the solutions for execution time and accuracy on standardized speech datasets are also included in the text. Using the framework proposed may now make it possible for a surveillance agency to listen for a known terrorist without being able to hear conversation from non-targeted, innocent civilians.

Parametre knihy

Zaradenie knihy Knihy po anglicky Technology, engineering, agriculture Energy technology & engineering Electrical engineering

• Celý názov: Privacy-Preserving Machine Learning for Speech Processing
• Autor: Manas A. Pathak
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 142
• EAN: 9781489991201
• ISBN: 1489991204
• ID: 09089172
• Nakladateľ: Springer-Verlag New York Inc.
• Hmotnosť: 2526 g
• Rozmery: 8 × 155 × 9 mm
• Dátum vydania: 26. August 2012

Obľúbené z iného súdka

---

---

---