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Generative Adversarial Networks Projects: Build next-generation generative models using TensorFlow and Keras
Generative Adversarial Networks Projects: Build next-generation generative models using TensorFlow and Keras

Explore various Generative Adversarial Network architectures using the Python ecosystem

Key Features

  • Use different datasets to build advanced projects in the Generative Adversarial Network domain
  • Implement projects ranging from generating 3D shapes to a face aging...
Spoken Language Processing
Spoken Language Processing

Speech processing addresses various scientific and technological areas. It includes speech analysis and variable rate coding, in order to store or transmit speech. It also covers speech synthesis, especially from text, speech recognition, including speaker and language identification, and spoken language understanding.

This book...

Computer Vision: A Modern Approach
Computer Vision: A Modern Approach

This extraordinary book gives a uniquely modern view of computer vision. Offering a general survey of the whole computer vision enterprise along with sufficient detail for readers to be able to build useful applications, this book is invaluable in providing a strategic overview of computer vision. With extensive use of probabalistic...

MPEG-4 Facial Animation: The Standard, Implementation and Applications
MPEG-4 Facial Animation: The Standard, Implementation and Applications
One of the more revolutionary parts of the MPEG-4 International Standard is the Face and Body Animation, or FBA: the specification for efficient coding of shape and animation of human faces and bodies. This specification is a result of collaboration of experts with different backgrounds ranging from image coding and compression to video analysis,...
Text-to-Speech Synthesis
Text-to-Speech Synthesis

Text-to-Speech Synthesis provides a complete, end-to-end account of the process of generating speech by computer. Giving an in-depth explanation of all aspects of current speech synthesis technology, it assumes no specialized prior knowledge. Introductory chapters on linguistics, phonetics, signal processing and speech signals lay the...

Linguistic Structure Prediction (Synthesis Lectures on Human Language Technologies)
Linguistic Structure Prediction (Synthesis Lectures on Human Language Technologies)

A major part of natural language processing now depends on the use of text data to build linguistic analyzers. We consider statistical, computational approaches to modeling linguistic structure. We seek to unify across many approaches and many kinds of linguistic structures. Assuming a basic understanding of natural language processing and/or...

Quantum Computer Science (Synthesis Lectures on Quantum Computing)
Quantum Computer Science (Synthesis Lectures on Quantum Computing)
In this text we present a technical overview of the emerging field of quantum computation along with new research results by the authors. What distinguishes our presentation from that of others is our focus on the relationship between quantum computation and computer science. Specifically, our emphasis is on the computational model of quantum...
Transactional Memory (Synthesis Lectures on Computer Architecture)
Transactional Memory (Synthesis Lectures on Computer Architecture)
The advent of multicore processors has renewed interest in the idea of incorporating transactions into the programming model used to write parallel programs. This approach, known as transactional memory, offers an alternative, and hopefully better, way to coordinate concurrent threads. The ACI (atomicity, consistency, isolation) properties of...
Analysis and Design of Integrated Circuit-Antenna Modules
Analysis and Design of Integrated Circuit-Antenna Modules
The latest breakthrough in the continuing miniaturization of electronic systems is made possible by the integration of circuit functions and radiating elements into single modules. In a typical system implementation, electronic circuits and antenna subsystems are often provided by different equipment vendors. Traditionally,...
Gadgets and Necessities: An Encyclopedia of Household Innovations
Gadgets and Necessities: An Encyclopedia of Household Innovations

The title of this book implies that it is about things—gadgets and necessities within the twentieth-century home. In a way it is, but we hope that it is a little more than that. It is about people and their ideas, about their relationships with things and the value they placed upon them. It is also about people as the...

Methods for Mining and Summarizing Text Conversations (Synthesis Lecture on Data Management)
Methods for Mining and Summarizing Text Conversations (Synthesis Lecture on Data Management)

Before the invention of the Internet and the creation of the Web, the vast majority of human conversations were in spoken form, with the only notable, but extremely limited, exception being epistolary exchanges. Some important spoken conversations, such as criminal trials and political debates (e.g., Hansard, the transcripts of...

Graphs, Networks and Algorithms (Algorithms and Computation in Mathematics)
Graphs, Networks and Algorithms (Algorithms and Computation in Mathematics)

From the reviews of the previous editions

".... The book is a first class textbook and seems to be indispensable for everybody who has to teach combinatorial optimization. It is very helpful for students, teachers, and researchers in this area. The author finds a striking synthesis of nice and interesting...

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