Privacy-Preserving Machine Learning for Speech Processing Image close
Privacy-Preserving Machine Learning for Speech Processing on Hardback by Manas A. Pathak
Privacy-Preserving Machine Learning for Speech Processing on Hardback by Manas A. Pathak
Show Hide Adult Content
Privacy-Preserving Machine Learning for Speech Processing close

Non-Fiction Books:

Home  
Books  
Non-Fiction  
Technology  
Electronics & communications engineering  
Communications engineering / telecommunications

Privacy-Preserving Machine Learning for Speech Processing

Click to share your rating 0 ratings (0.0/5.0 average) Thanks for your vote!

By:

Format:

Hardback
$268.99
RRP:
$290.95 save $21.96
Available from supplier

The item is brand new and in-stock with one of our preferred suppliers. The item will ship from a Mighty Ape warehouse within the timeframe shown.

Usually ships in 3-4 weeks
0 in Trolley

Buy Now, Pay Later with:

4 payments of $67.25 with Afterpay Learn more

Availability

Delivering to:

Estimated arrival:

  • Around 7-19 June using International Courier

Explore more Springer Theses

See all products in this series

Accelerating Network Functions Using Reconfigurable Hardware on Hardback by Ralf Kundel
$433.99
Accelerating Network Functions Using Reconfigurable Hardware
by Ralf Kundel ~ Hardback
Pre-order - out 23 May 2024
Control Strategies for Robotic Exoskeletons to Assist Post-Stroke Hemiparetic Gait on Hardback by Julio Salvador Lora Millán
$338.99
Control Strategies for Robotic Exoskeletons to Assist Post-Stroke...
by Julio Salvador Lora Millán ~ Hardback
Pre-order - out 28 May 2024
Effective Non-Hermiticity and Topology in Markovian Quadratic Bosonic Dynamics on Hardback by Vincent Paul Flynn
$528.99
Effective Non-Hermiticity and Topology in Markovian Quadratic Bosonic...
by Vincent Paul Flynn ~ Hardback
Pre-order - out 17 May 2024
Power Scaling of Enhancement Cavities for Nonlinear Optics on Hardback by Ioachim Pupeza Save $111
$138.99
$250.95
Power Scaling of Enhancement Cavities for Nonlinear Optics
by Ioachim Pupeza ~ Hardback
Available - Usually ships in 3-4 weeks
Classical Analogies in the Solution of Quantum Many-Body Problems on Hardback by Aydin Cem Keser
$270.99
Classical Analogies in the Solution of Quantum Many-Body Problems
by Aydin Cem Keser ~ Hardback
Available - Usually ships in 3-4 weeks
Blade-Pitch Control for Wind Turbine Load Reductions on Hardback by Wai Hou (Alan) Lio
$317.99
Blade-Pitch Control for Wind Turbine Load Reductions
by Wai Hou (Alan) Lio ~ Hardback
Available - Usually ships in 3-4 weeks
Universal Fuzzy Controllers for Non-affine Nonlinear Systems by Qing Gao
$268.99
Universal Fuzzy Controllers for Non-affine Nonlinear Systems
by Qing Gao ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Theory of Nonlinear Propagation of High Harmonics Generated in a Gaseous Medium on Hardback by Cheng Jin
$269.99
Theory of Nonlinear Propagation of High Harmonics Generated in a...
by Cheng Jin ~ Hardback
Available - Usually ships in 3-4 weeks
Nonlinear Photonics in Mid-infrared Quantum Cascade Lasers by Louise Jumpertz
$268.99
Nonlinear Photonics in Mid-infrared Quantum Cascade Lasers
by Louise Jumpertz ~ Paperback / softback
Available - Usually ships in 3-4 weeks
FluSHELL – A Tool for Thermal Modelling and Simulation of Windings for Large Shell-Type Power Transformers by Hugo Campelo
$270.99
FluSHELL – A Tool for Thermal Modelling and Simulation of Windings f...
by Hugo Campelo ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Microstructure-Property Optimization in Metallic Glasses by Baran Sarac
$268.99
Microstructure-Property Optimization in Metallic Glasses
by Baran Sarac ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Using Imperfect Semiconductor Systems for Unique Identification on Hardback by Jonathan Roberts
$270.99
Using Imperfect Semiconductor Systems for Unique Identification
by Jonathan Roberts ~ Hardback
Available - Usually ships in 3-4 weeks
Optimised Projections for the Ab Initio Simulation of Large and Strongly Correlated Systems on Hardback by David D. O'Regan
$270.99
Optimised Projections for the Ab Initio Simulation of Large and...
by David D. O'Regan ~ Hardback
Available - Usually ships in 3-4 weeks
Topological Interactions in Ring Polymers by Davide Michieletto
$268.99
Topological Interactions in Ring Polymers
by Davide Michieletto ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Electric-Field Control of Magnetization and Electronic Transport in Ferromagnetic/Ferroelectric Heterostructures on Hardback by Sen Zhang
$268.99
Electric-Field Control of Magnetization and Electronic Transport in...
by Sen Zhang ~ Hardback
Available - Usually ships in 3-4 weeks
Theory of Generation and Conversion of Phonon Angular Momentum on Hardback by Masato Hamada
$388.99
Theory of Generation and Conversion of Phonon Angular Momentum
by Masato Hamada ~ Hardback
Available - Usually ships in 3-4 weeks

Description

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.

Author Biography:

Dr. 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.
Release date Australia
October 25th, 2012
Audience
  • Professional & Vocational
Illustrations
XVIII, 142 p.
Pages
142
Dimensions
155x235x15
ISBN-13
9781461446385
Product ID
20306206

Customer reviews

Nobody has reviewed this product yet. You could be the first!

Write a Review

Marketplace listings

There are no Marketplace listings available for this product currently.
Already own it? Create a free listing and pay just 9% commission when it sells!

Sell Yours Here

Explore more by Manas A. Pathak

See all books by this author

Beginning Data Science with R by Manas A. Pathak
$268.99
Beginning Data Science with R
by Manas A. Pathak ~ Paperback / softback
Available - Usually ships in 3-4 weeks
Beginning Data Science with R on Hardback by Manas A. Pathak
$387.99
Beginning Data Science with R
by Manas A. Pathak ~ Hardback
Available - Usually ships in 3-4 weeks
Privacy-Preserving Machine Learning for Speech Processing by Manas A. Pathak
$268.99
Privacy-Preserving Machine Learning for Speech Processing
by Manas A. Pathak ~ Paperback / softback
Available - Usually ships in 3-4 weeks

Recommended for you

Recommended from your browsing history

Help & options

Filed under...

Books >
Non-Fiction >
Technology >
Electronics & communications engineering >
Communications engineering / telecommunications
Books >
Non-Fiction >
Technology >
Energy technology & engineering >
Electrical engineering
Books >
Non-Fiction >
Technology >
Electronics & communications engineering >
Electronics engineering
Books >
Computers & Internet >
Computer Applications >
Artificial intelligence >
Machine learning
Books >
Computers & Internet >
Computer Applications >
Audio processing >
Audio processing: speech recognition & synthesis
Books >
Non-Fiction >
Reference >
Research & information: general >
Information theory
Books >
Non-Fiction >
Technology >
Other technologies >
Acoustic & sound engineering
Books >
Computers & Internet >
Computer programming / software development >
Algorithms & data structures
Books >
Computers & Internet >
Computer science >
Artificial intelligence >
Machine learning
Books >
Computers & Internet >
Computer science >
Artificial intelligence >
Speech recognition
Books >
Computers & Internet >
Computer science >
Signal processing