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Privacy-Preserving Machine Learning for Speech Processing by Manas A. Pathak (Hardback, 2012)
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By Manas A. Pathak. Manas A. Pathak presents solutions for privacy-preserving speech processing applications such as speaker verification, speaker identification, and speech recognition. Author Manas A. Pathak.
- Buy It NowPrivacy-Preserving Machine Learning for Speech Processing by Manas A. Pathak (En
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About this product
Product Information
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 w make it possible for a surveillance agency to listen for a kwn terrorist without being able to hear conversation from n-targeted, incent civilians.Product Identifiers
PublisherSpringer-Verlag New York Inc.
ISBN-101461446384
ISBN-139781461446385
UPC9781461446385
eBay Product ID (ePID)138900653
Product Key Features
Publication Year2012
SubjectOther Specific Technologies
LanguageEnglish
TypeBiography
AuthorManas A. Pathak
SeriesSpringer Theses
FormatHardback
Dimensions
Depth15 mm
Weight409g
Height235mm
Width155mm
Additional Product Features
Date of Publication25/10/2012
Cookery TopicPreserving
Place of PublicationNew York, NY
Spine15mm
Series TitleSpringer Theses
Dimensions235x155x15mm
CityNew York
Series Part/Volume Number7
Regional CuisineInternational
Content Note7 Black & White Tables, Biography
Country of PublicationUnited States
GenreOther Specific Technologies
TopicPresents,Technology,Science,Language, Language, Technology, Science, Presents
Author BiographyDr. Manas A. Pathak received the BTech degree in computer science from Visvesvaraya National Institute of Technology, Nagpur, India, in 2006, and the MS and PhD degrees from the Language Technologies Institute at Carnegie Mellon University (CMU) in 2009 and 2012 respectively. He is currently working as a research scientist at Adchemy, Inc. His research interests include intersection of data privacy, machine learning, speech processing.
