Privacy-Preserving Machine Learning for Speech Processing, Manas A. Pathak

Автор: Michael M. Richter; Sheuli Paul
Название: Signal Processing and Machine Learning with Applications
ISBN: 3319453718 ISBN-13(EAN): 9783319453712
Издательство: Springer
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Цена: 46570.00 T
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Описание: Signal processing captures, interprets, describes and manipulates physical phenomena. Mathematics, statistics, probability, and stochastic processes are among the signal processing languages we use to interpret real-world phenomena, model them, and extract useful information. This book presents different kinds of signals humans use and applies them for human machine interaction to communicate. Signal Processing and Machine Learning with Applications presents methods that are used to perform various Machine Learning and Artificial Intelligence tasks in conjunction with their applications. It is organized in three parts: Realms of Signal Processing; Machine Learning and Recognition; and Advanced Applications and Artificial Intelligence. The comprehensive coverage is accompanied by numerous examples, questions with solutions, with historical notes. The book is intended for advanced undergraduate and postgraduate students, researchers and practitioners who are engaged with signal processing, machine learning and the applications.

Автор: Soh
Название: Advances in Machine Learning and Signal Processing
ISBN: 3319322125 ISBN-13(EAN): 9783319322124
Издательство: Springer
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Цена: 191560.00 T
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Описание: Thisbook presents important research findings and recent innovations in the fieldof machine learning and signal processing. A wide range of topics relating to machinelearning and signal processing techniques and their applications are addressed inorder to provide both researchers and practitioners with a valuable resourcedocumenting the latest advances and trends. The book comprises a carefulselection of the papers submitted to the 2015 International Conference on MachineLearning and Signal Processing (MALSIP 2015), which was held on 15–17 December2015 in Ho Chi Minh City, Vietnam with the aim of offering researchers,academicians, and practitioners an ideal opportunity to disseminate theirfindings and achievements. All of the included contributions were chosen byexpert peer reviewers from across the world on the basis of their interest tothe community. In addition to presenting the latest in design, development, andresearch, the book provides access to numerous new algorithms for machinelearning and signal processing for engineering problems.

Автор: Aboul Ella Hassanien; Diego Alberto Oliva
Название: Advances in Soft Computing and Machine Learning in Image Processing
ISBN: 3319637533 ISBN-13(EAN): 9783319637532
Издательство: Springer
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Цена: 214280.00 T
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Описание: This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing. The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students. It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities.

Автор: S. S. Agrawal; Amita Devi; Ritika Wason; Poonam Ba
Название: Speech and Language Processing for Human-Machine Communications
ISBN: 9811066256 ISBN-13(EAN): 9789811066252
Издательство: Springer
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Цена: 102480.00 T
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Описание: This volume comprises the select proceedings of the annual convention of the Computer Society of India. The volumes cover diverse topics ranging from communications networks to big data analytics, and from system architecture to cyber security.

Автор: Andrzej Cichocki
Название: Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications
ISBN: 0471607916 ISBN-13(EAN): 9780471607915
Издательство: Wiley
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Цена: 152010.00 T
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Описание: Blind Signal Processing (BSP) is one of the emerging areas in Signal Processing. This volume extends the theories of adaptive blind signal and image processing and provides practical and efficient algorithms for blind source separation, Independent, Principal, Minor Component Analysis, and Multichannel Blind Deconvolution (MBD) and Equalization.

Автор: Robert J. Jannarone
Название: Concurrent Learning and Information Processing
ISBN: 1461380499 ISBN-13(EAN): 9781461380498
Издательство: Springer
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Цена: 97820.00 T
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Описание: Many monitoring, forecasting, and control operations occur in settings where relationships among key measurements must be learned quickly. The book describes benefits and features of the system, statistical foundations for the system, and several related models.

Автор: Batchelor, Bruce G. Waltz, Frederick
Название: Interactive image processing for machine vision
ISBN: 1447111303 ISBN-13(EAN): 9781447111306
Издательство: Springer
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Цена: 113190.00 T
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Описание: Machine vision systems offer great potential in a large number of areas of manufacturing industry and are used principally for Automated Visual Inspection and Robot Vision. A comprehensive set of image processing subroutines, which together form the basic vocabulary for the versatile image processing language IIPL, is presented.

Автор: Richa Singh; Mayank Vatsa; Angshul Majumdar; Ajay
Название: Machine Intelligence and Signal Processing
ISBN: 8132226240 ISBN-13(EAN): 9788132226246
Издательство: Springer
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Цена: 130610.00 T
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Описание: This book comprises chapters on key problems in machine learning and signal processing arenas. Nowadays signal processing research is gravitating towards operator learning - instead of designing operators based on heuristics (for example wavelets), the trend is to learn these operators (for example dictionary learning).

Автор: Liehuang Zhu; Zijian Zhang; Chang Xu
Название: Secure and Privacy-Preserving Data Communication in Internet of Things
ISBN: 9811032343 ISBN-13(EAN): 9789811032349
Издательство: Springer
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Цена: 51230.00 T
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Описание: This book mainly concentrates on protecting data security and privacy when participants communicate with each other in the Internet of Things (IoT).

Автор: A. Nejat Ince
Название: Digital Speech Processing
ISBN: 1441951288 ISBN-13(EAN): 9781441951281
Издательство: Springer
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Цена: 172320.00 T
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Описание: After alm ost three scores of years of basic and applied research, the field of speech processing is, at present, undergoing a rapid growth in terms of both performance and applications and this is fueHed by the advances being made in the areas of microelectronics, computation and algorithm design.Speech processing relates to three aspects of voice communications: -Speech Coding and transmission which is mainly concerned with man-to- man voice communication. -Speech Synthesis which deals with machine-to-man communication. -Speech Recognition which is related to man-to-machine communication. Widespread application and use of low-bit rate voice codec.>, synthesizers and recognizers which are all speech processing products requires ideaHy internationally accepted quality assessment and evaluation methods as weH as speech processing standards so that they may be interconnected and used independently of their designers and manufacturers without costly interfaces. This book presents, in a tutorial manner, both fundamental and applied aspects of the above topics which have been prepared by weH-known specialists in their respective areas. The book is based on lectures which were sponsored by AGARD/NATO and delivered by the authors, in several NATO countries, to audiences consisting mainly of academic and industrial R&D engineers and physicists as weH as civil and military C3I systems planners and designers.

Автор: Eberhard H?nsler; Gerhard Schmidt
Название: Speech and Audio Processing in Adverse Environments
ISBN: 3642089534 ISBN-13(EAN): 9783642089534
Издательство: Springer
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Цена: 174130.00 T
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Описание: Here is a text that looks in detail at the state of the art in important areas of speech and audio signal processing. It presents the most recent findings in the field. Leading international experts report on their fields of work and their new results.