Fundamentals in Computer Understanding: Speech and Vision

Fundamentals in Computer Understanding: Speech and Vision PDF Author: Institut national de recherche en informatique et en automatique (France)
Publisher: CUP Archive
ISBN: 9780521309837
Category : Computers
Languages : en
Pages : 296

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Book Description
Man-machine communication is presently undergoing an important evolution which is influenced both by technological advances and by the progress made in various fields such as signal processing, pattern recognition and artificial intelligence. This book emphasizes relevant aspects of man-machine dialogue by voice (acoustic-phonetic decoding, multi-speaker aspects, dialogue architectures, etc.) and presents analogies with the related fields of computer vision and natural language processing. It also introduces the fundamentals of knowledge-based and expert systems which are widely used in this field. The book is the result of an interdisciplinary collaboration of international experts who worked together for an advanced course sponsored by the Commission of the European Communities and Institut National de Recherche en Informatique et en Automatique. The course was held in Paris in May 1985.

Fundamentals in Computer Understanding: Speech and Vision

Fundamentals in Computer Understanding: Speech and Vision PDF Author: Institut national de recherche en informatique et en automatique (France)
Publisher: CUP Archive
ISBN: 9780521309837
Category : Computers
Languages : en
Pages : 296

Get Book

Book Description
Man-machine communication is presently undergoing an important evolution which is influenced both by technological advances and by the progress made in various fields such as signal processing, pattern recognition and artificial intelligence. This book emphasizes relevant aspects of man-machine dialogue by voice (acoustic-phonetic decoding, multi-speaker aspects, dialogue architectures, etc.) and presents analogies with the related fields of computer vision and natural language processing. It also introduces the fundamentals of knowledge-based and expert systems which are widely used in this field. The book is the result of an interdisciplinary collaboration of international experts who worked together for an advanced course sponsored by the Commission of the European Communities and Institut National de Recherche en Informatique et en Automatique. The course was held in Paris in May 1985.

Ai '93 - Proceedings Of The 6th Australian Joint Conference On Artificial Intelligence

Ai '93 - Proceedings Of The 6th Australian Joint Conference On Artificial Intelligence PDF Author: C Rowles
Publisher: World Scientific
ISBN: 9814552534
Category :
Languages : en
Pages : 480

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Book Description
This volume reflects the state of the art in artificial intelligence in the Australasian region. It covers machine learning, knowledge acguisition, cognitive modelling, robots and vision, natural language, automated reasoning, knowledge-based systems, neural networks and genetic algorithms, distributed AI, etc.

Recent Advances in Speech Understanding and Dialog Systems

Recent Advances in Speech Understanding and Dialog Systems PDF Author: H. Niemann
Publisher: Springer Science & Business Media
ISBN: 3642834760
Category : Computers
Languages : en
Pages : 503

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Book Description
This volume contains invited and contributed papers presented at the NATO Advanced study Insti tute on "Recent Advances in Speech Understanding and Dialog systems" held in Bad Windsheim, Federal Republic of Germany, July 5 to July 18, 1987. It is divided into the three parts Speech coding and Segmentation, Word Recognition, and Linguistic Processing. Although this can only be a rough organization showing some overlap, the editors felt that it most naturally represents the bottom-up strategy of speech understanding and, therefore, should be useful for the reader. Part 1, SPEECH CODING AND SEGMENTATION, contains 4 invited and 14 contributed papers. The first invited paper summarizes basic properties of speech signals, reviews coding schemes, and describes a particular solution which guarantees high speech quality at low data rates. The second and third invited papers are concerned with acoustic-phonetic decoding. Techniques to integrate knowledge sources into speech recognition systems are presented and demonstrated by experimental systems. The fourth invited paper gives an overview of approaches for using prosodic knowledge in automatic speech recogni tion systems, and a method for assigning a stress score to every syllable in an utterance of German speech is reported in a contributed paper. A set of contributed papers treats the problem of automatic segmentation, and several authors successfully apply knowledge-based methods for interpreting speech signals and spectrograms. The last three papers investigate phonetic models, Markov models and fuzzy quantization techniques and provide a transi tion to Part 2 .

Recent Research Towards Advanced Man-Machine Interface Through Spoken Language

Recent Research Towards Advanced Man-Machine Interface Through Spoken Language PDF Author: H. Fujisaki
Publisher: Elsevier
ISBN: 9780080540351
Category : Technology & Engineering
Languages : en
Pages : 525

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Book Description
The spoken language is the most important means of human information transmission. Thus, as we enter the age of the Information Society, the use of the man-machine interface through the spoken language becomes increasingly important. Due to the extent of the problems involved, however, full realization of such an interface calls for coordination of research efforts beyond the scope of a single group or institution. Thus a nationwide research project was conceived and started in 1987 as one of the first Priority Research Areas supported by the Ministry of Education, Science and Culture of Japan. The project was carried out in collaboration with over 190 researchers in Japan. The present volume begins with an overview of the project, followed by 41 papers presented at the symposia. This work is expected to serve as an important source of information on each of the nine topics adopted for intensive study under the project. This book will serve as a guideline for further work in the important scientific and technological field of spoken language processing.

Syntactic And Structural Pattern Recognition - Theory And Applications

Syntactic And Structural Pattern Recognition - Theory And Applications PDF Author: Horst Bunke
Publisher: World Scientific
ISBN: 9814507636
Category : Computers
Languages : en
Pages : 572

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Book Description
This book is currently the only one on this subject containing both introductory material and advanced recent research results. It presents, at one end, fundamental concepts and notations developed in syntactic and structural pattern recognition and at the other, reports on the current state of the art with respect to both methodology and applications. In particular, it includes artificial intelligence related techniques, which are likely to become very important in future pattern recognition.The book consists of individual chapters written by different authors. The chapters are grouped into broader subject areas like “Syntactic Representation and Parsing”, “Structural Representation and Matching”, “Learning”, etc. Each chapter is a self-contained presentation of one particular topic. In order to keep the original flavor of each contribution, no efforts were undertaken to unify the different chapters with respect to notation. Naturally, the self-containedness of the individual chapters results in some redundancy. However, we believe that this handicap is compensated by the fact that each contribution can be read individually without prior study of the preceding chapters. A unification of the spectrum of material covered by the individual chapters is provided by the subject and author index included at the end of the book.

Neural Computers

Neural Computers PDF Author: Rolf Eckmiller
Publisher: Springer Science & Business Media
ISBN: 3642837409
Category : Computers
Languages : en
Pages : 562

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Book Description
the outcome of a NATO Advanced Research Workshop (ARW) This book is held in Neuss (near Dusseldorf), Federal Republic of Germany from 28 September to 2 October, 1987. The workshop assembled some 50 invited experts from Europe, Ameri ca, and Japan representing the fields of Neuroscience, Computational Neuroscience, Cellular Automata, Artificial Intelligence, and Compu ter Design; more than 20 additional scientists from various countries attended as observers. The 50 contributions in this book cover a wide range of topics, including: Neural Network Architecture, Learning and Memory, Fault Tolerance, Pattern Recognition, and Motor Control in Brains versus Neural Computers. Twelve of these contributions are review papers. The readability of this book was enhanced by a number of measures: * The contributions are arranged in seven chapters. * A separate List of General References helps newcomers to this ra pidly growing field to find introductory books. * The Collection of References from all Contributions provides an alphabetical list of all references quoted in the individual con tributions. * Separate Reference Author and Subject Indices facilitate access to various details. Group Reports (following the seven chapters) summarize the discus sions regarding four specific topics relevant for the 'state of the art' in Neural Computers.

Artificial Intelligence

Artificial Intelligence PDF Author: Andrew Kusiak
Publisher: Springer
ISBN:
Category : Computers
Languages : en
Pages : 556

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Book Description
The rapid development of manufacturing and computer technologies has generated new problems. To solve these problems modern tools and techniques are required. Artificial Intelligence (AI) is one of the most appropriate techniques for solving complex industrial problems. This series represents and effort to desseminate valuable information on applications of AI in industry which are becoming well-utilised throughout the world. AI has been recognised in many industrial countries as a means of solving complex problems arising in modern industry. All books in this series will highlight issues that arise in the development and application of AI systems. The series is intended for production and industrial engineers, managers, system designers and programmers.

The Carnegie-Mellon Curriculum for Undergraduate Computer Science

The Carnegie-Mellon Curriculum for Undergraduate Computer Science PDF Author: Mary Shaw
Publisher: Springer Science & Business Media
ISBN: 1461250803
Category : Computers
Languages : en
Pages : 203

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Book Description
This curriculum and its description were developed during the period 1981 - 1984

Pattern Directed Information Analysis

Pattern Directed Information Analysis PDF Author: Bhabatosh Chanda
Publisher: New Age International
ISBN: 8122423582
Category : Artificial intelligence
Languages : en
Pages : 61

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Book Description


Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision

Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision PDF Author: L. Ashok Kumar
Publisher: CRC Press
ISBN: 1000875601
Category : Business & Economics
Languages : en
Pages : 251

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Book Description
Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and its applications of natural language processing (NLP), speech, and computer vision tasks. It simplifies and presents the concepts of deep learning in a comprehensive manner, with suitable, full-fledged examples of deep learning models, with an aim to bridge the gap between the theoretical and the applications using case studies with code, experiments, and supporting analysis. Features: Covers latest developments in deep learning techniques as applied to audio analysis, computer vision, and natural language processing. Introduces contemporary applications of deep learning techniques as applied to audio, textual, and visual processing. Discovers deep learning frameworks and libraries for NLP, speech, and computer vision in Python. Gives insights into using the tools and libraries in Python for real-world applications. Provides easily accessible tutorials and real-world case studies with code to provide hands-on experience. This book is aimed at researchers and graduate students in computer engineering, image, speech, and text processing.