Advanced Algorithms And Architectures For Speech Understanding

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Advanced Algorithms and Architectures for Speech Understanding

Author : Giancarlo Pirani
Publisher : Springer Science & Business Media
ISBN 13 : 3642843417
Total Pages : 287 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Advanced Algorithms and Architectures for Speech Understanding by : Giancarlo Pirani

Download or read book Advanced Algorithms and Architectures for Speech Understanding written by Giancarlo Pirani and published by Springer Science & Business Media. This book was released on 2013-11-09 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended to give an overview of the major results achieved in the field of natural speech understanding inside ESPRIT Project P. 26, "Advanced Algorithms and Architectures for Speech and Image Processing". The project began as a Pilot Project in the early stage of Phase 1 of the ESPRIT Program launched by the Commission of the European Communities. After one year, in the light of the preliminary results that were obtained, it was confirmed for its 5-year duration. Even though the activities were carried out for both speech and image understand ing we preferred to focus the treatment of the book on the first area which crystallized mainly around the CSELT team, with the valuable cooperation of AEG, Thomson-CSF, and Politecnico di Torino. Due to the work of the five years of the project, the Consortium was able to develop an actual and complete understanding system that goes from a continuously spoken natural language sentence to its meaning and the consequent access to a database. When we started in 1983 we had some expertise in small-vocabulary syntax-driven connected-word speech recognition using Hidden Markov Models, in written natural lan guage understanding, and in hardware design mainly based upon bit-slice microprocessors.

Advanced Algorithms and Architectures for Speech Understanding

Author : Giancarlo Pirani
Publisher :
ISBN 13 : 9783642843426
Total Pages : 292 pages
Book Rating : 4.8/5 (434 download)

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Book Synopsis Advanced Algorithms and Architectures for Speech Understanding by : Giancarlo Pirani

Download or read book Advanced Algorithms and Architectures for Speech Understanding written by Giancarlo Pirani and published by . This book was released on 2014-09-01 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Speech Recognition and Coding

Author : Antonio J. Rubio Ayuso
Publisher : Springer Science & Business Media
ISBN 13 : 3642577458
Total Pages : 517 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Speech Recognition and Coding by : Antonio J. Rubio Ayuso

Download or read book Speech Recognition and Coding written by Antonio J. Rubio Ayuso and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on a NATO Advanced Study Institute held in 1993, this book addresses recent advances in automatic speech recognition and speech coding. The book contains contributions by many of the most outstanding researchers from the best laboratories worldwide in the field. The contributions have been grouped into five parts: on acoustic modeling; language modeling; speech processing, analysis and synthesis; speech coding; and vector quantization and neural nets. For each of these topics, some of the best-known researchers were invited to give a lecture. In addition to these lectures, the topics were complemented with discussions and presentations of the work of those attending. Altogether, the reader is given a wide perspective on recent advances in the field and will be able to see the trends for future work.

Automatic Speech and Speaker Recognition

Author : Chin-Hui Lee
Publisher : Springer Science & Business Media
ISBN 13 : 1461313678
Total Pages : 524 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Automatic Speech and Speaker Recognition by : Chin-Hui Lee

Download or read book Automatic Speech and Speaker Recognition written by Chin-Hui Lee and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research in the field of automatic speech and speaker recognition has made a number of significant advances in the last two decades, influenced by advances in signal processing, algorithms, architectures, and hardware. These advances include: the adoption of a statistical pattern recognition paradigm; the use of the hidden Markov modeling framework to characterize both the spectral and the temporal variations in the speech signal; the use of a large set of speech utterance examples from a large population of speakers to train the hidden Markov models of some fundamental speech units; the organization of speech and language knowledge sources into a structural finite state network; and the use of dynamic, programming based heuristic search methods to find the best word sequence in the lexical network corresponding to the spoken utterance. Automatic Speech and Speaker Recognition: Advanced Topics groups together in a single volume a number of important topics on speech and speaker recognition, topics which are of fundamental importance, but not yet covered in detail in existing textbooks. Although no explicit partition is given, the book is divided into five parts: Chapters 1-2 are devoted to technology overviews; Chapters 3-12 discuss acoustic modeling of fundamental speech units and lexical modeling of words and pronunciations; Chapters 13-15 address the issues related to flexibility and robustness; Chapter 16-18 concern the theoretical and practical issues of search; Chapters 19-20 give two examples of algorithm and implementational aspects for recognition system realization. Audience: A reference book for speech researchers and graduate students interested in pursuing potential research on the topic. May also be used as a text for advanced courses on the subject.

New Systems and Architectures for Automatic Speech Recognition and Synthesis

Author : Renato DeMori
Publisher : Springer Science & Business Media
ISBN 13 : 3642824471
Total Pages : 630 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis New Systems and Architectures for Automatic Speech Recognition and Synthesis by : Renato DeMori

Download or read book New Systems and Architectures for Automatic Speech Recognition and Synthesis written by Renato DeMori and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the NATO Advanced Study Institute on New Systems and Architecture for Automatic Speech Recognition and Synthesis, held at Bonas, Gers, France, 2-14 July 1984

Towards a CSCW Framework for Scientific Cooperation in Europe

Author : Hannes P. Lubich
Publisher : Springer Science & Business Media
ISBN 13 : 9783540588443
Total Pages : 284 pages
Book Rating : 4.5/5 (884 download)

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Book Synopsis Towards a CSCW Framework for Scientific Cooperation in Europe by : Hannes P. Lubich

Download or read book Towards a CSCW Framework for Scientific Cooperation in Europe written by Hannes P. Lubich and published by Springer Science & Business Media. This book was released on 1995-01-26 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph presents the still young, but already large and very active interdisciplinary realm of computer supported cooperative work (CSCW) in a systematic and well-balanced way. Besides technical progress also the cultural, social, legal, psychological and economic aspects of CSCW are discussed. The book makes accessible a wealth of information and culminates in the development and detailed discussion of a "Collaboratory" suitable to fulfil the needs of scientific cooperation in Europe. The book addresses CSCW research and development professionals as well as the general scientist interested in CSCW-based scientific cooperation. The bibliography with its more than 600 entries and the subject index are particularly comprehensive and helpful.

Readings in Speech Recognition

Author : Alexander Waibel
Publisher : Elsevier
ISBN 13 : 0080515843
Total Pages : 640 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Readings in Speech Recognition by : Alexander Waibel

Download or read book Readings in Speech Recognition written by Alexander Waibel and published by Elsevier. This book was released on 1990-12-25 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: After more than two decades of research activity, speech recognition has begun to live up to its promise as a practical technology and interest in the field is growing dramatically. Readings in Speech Recognition provides a collection of seminal papers that have influenced or redirected the field and that illustrate the central insights that have emerged over the years. The editors provide an introduction to the field, its concerns and research problems. Subsequent chapters are devoted to the main schools of thought and design philosophies that have motivated different approaches to speech recognition system design. Each chapter includes an introduction to the papers that highlights the major insights or needs that have motivated an approach to a problem and describes the commonalities and differences of that approach to others in the book.

Industry 4.0, China 2025, IoT

Author : Wolfgang Babel
Publisher : Springer Nature
ISBN 13 : 3658378522
Total Pages : 437 pages
Book Rating : 4.6/5 (583 download)

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Book Synopsis Industry 4.0, China 2025, IoT by : Wolfgang Babel

Download or read book Industry 4.0, China 2025, IoT written by Wolfgang Babel and published by Springer Nature. This book was released on 2022-11-02 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book gives an overview about automation technology over the last 50 years, based on my own experiences. It is a good summery for automation since 1970 for all who want to know about the context of automation developments and their standards. It is a fundamental summery and enables the reader to get experience in the complex field of automation. In detail the question is arised, whether Industry 4.0, China 2025, IoT, AI are a revolution or more an evolution of timewise established availbale technologies in HW, SW and algorithms. Is the hype about Industry 4.0 justified or not? In that context a timelline since 1970 ist shown for AI, ANN, essential milestones in automation, e.g OSI-model, automation pyramid, standards for bus systems, main SW-languages, robots, AI, ANN, pattern recognittion, Ethernet, the 12 most important international field busses, their main features and characterisitcs, foundation of committees, harmonization and standardization efforts, OPC UA and cloud computing, field devices, PLCs, SCADA, MES, ERP and automation history. All that history is seen in the context of μ-controller, DSP (Digital signal processor), FPGAs (Field Programmable Gate Arrays), ASICs (Application-Specific Integrated Circuit) , Chip on Board. It is include the HW-history, from Intel 8080 to octuple multicore processors. In the same way it is shown the history of field device out from laboratory into the field with all difficulties and benefits of that transition. The issues are summerized in a pyramid of complexity. Requirements for robustness and safety are shown for field devices. In the same way it is shown the development of mainframes, workstations and PC’s. SAP a leading ERP System is explained in mor detail. Specially it is figured out how SAP works and what has to be considered in working with such kind of system. The differences between MES- and ERP-systems are discussed, specially also for future combined SAP/MES systems. Explained are the problems of middlesized companies (SMEs) in dealing with Industry 4.0 and automation. Further examples are given and discussed for automized quality control in automotvie, PCB-handling, CIGS (Solar cell)-production. Also shown is the upgrade for older products and make them ready for automation standards. In detail the history oft he modern robotics is shown for the automotive industry. In summery also is figured out the Industry 5.0 which is just coming up more and more.

Advanced Digital Auditing

Author : Egon Berghout
Publisher : Springer Nature
ISBN 13 : 3031110897
Total Pages : 265 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Advanced Digital Auditing by : Egon Berghout

Download or read book Advanced Digital Auditing written by Egon Berghout and published by Springer Nature. This book was released on 2022-10-29 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book discusses the most modern approach to auditing complex digital systems and technologies. It combines proven auditing approaches, advanced programming techniques and complex application areas, and covers the latest findings on theory and practice in this rapidly developing field. Especially for those who want to learn more about novel approaches to testing complex information systems and related technologies, such as blockchain and self-learning systems, the book will be a valuable resource. It is aimed at students and practitioners who are interested in contemporary technology and managerial implications.

Speech Recognition and Understanding

Author : Pietro Laface
Publisher : Springer Science & Business Media
ISBN 13 : 3642766269
Total Pages : 557 pages
Book Rating : 4.6/5 (427 download)

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Book Synopsis Speech Recognition and Understanding by : Pietro Laface

Download or read book Speech Recognition and Understanding written by Pietro Laface and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book collects the contributions to the NATO Advanced Study Institute on "Speech Recognition and Understanding: Recent Advances, Trends and Applications", held in Cetraro, Italy, during the first two weeks of July 1990. This Institute focused on three topics that are considered of particular interest and rich of i'p.novation by researchers in the fields of speech recognition and understanding: Advances in Hidden Markov modeling, connectionist approaches to speech and language modeling, and linguistic processing including language and dialogue modeling. The purpose of any ASI is that of encouraging scientific communications between researchers of NATO countries through advanced tutorials and presentations: excellent tutorials were offered by invited speakers that present in this book 15 papers which sum marize or detail the topics covered in their lectures. The lectures were complemented by discussions, panel sections and by the presentation of related works carried on by some of the attending researchers: these presentations have been collected in 42 short contributions to the Proceedings. This volume, that the reader can find useful for an overview, although incomplete, of the state of the art in speech understanding, is divided into 6 Parts.

Computer Models of Speech Using Fuzzy Algorithms

Author : Renato de Mori
Publisher : Springer Science & Business Media
ISBN 13 : 1461337429
Total Pages : 505 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Computer Models of Speech Using Fuzzy Algorithms by : Renato de Mori

Download or read book Computer Models of Speech Using Fuzzy Algorithms written by Renato de Mori and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is with great pleasure that I present this third volume of the series "Advanced Applications in Pattern Recognition." It represents the summary of many man- (and woman-) years of effort in the field of speech recognition by tne author's former team at the University of Turin. It combines the best results in fuzzy-set theory and artificial intelligence to point the way to definitive solutions to the speech-recognition problem. It is my hope that it will become a classic work in this field. I take this opportunity to extend my thanks and appreciation to Sy Marchand, Plenum's Senior Editor responsible for overseeing this series, and to Susan Lee and Jo Winton, who had the monumental task of preparing the camera-ready master sheets for publication. Morton Nadler General Editor vii PREFACE Si parva licet componere magnis Virgil, Georgics, 4,176 (37-30 B.C.) The work reported in this book results from years of research oriented toward the goal of making an experimental model capable of understanding spoken sentences of a natural language. This is, of course, a modest attempt compared to the complexity of the functions performed by the human brain. A method is introduced for conce1v1ng modules performing perceptual tasks and for combining them in a speech understanding system.

Neural Networks for Speech and Sequence Recognition

Author : Yoshua Bengio
Publisher : London ; Toronto : International Thomson Computer Press
ISBN 13 :
Total Pages : 184 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Neural Networks for Speech and Sequence Recognition by : Yoshua Bengio

Download or read book Neural Networks for Speech and Sequence Recognition written by Yoshua Bengio and published by London ; Toronto : International Thomson Computer Press. This book was released on 1996 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sequence recognition is a crucial element in many applications in the fields of speech analysis, control, and modeling. This book applies the techniques of neural networks and hidden Markov models to the problems of sequence recognition, and as such will prove valuable to researchers and graduate students alike.

Deep Learning for NLP and Speech Recognition

Author : Uday Kamath
Publisher : Springer
ISBN 13 : 3030145964
Total Pages : 621 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Deep Learning for NLP and Speech Recognition by : Uday Kamath

Download or read book Deep Learning for NLP and Speech Recognition written by Uday Kamath and published by Springer. This book was released on 2019-06-10 with total page 621 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook explains Deep Learning Architecture, with applications to various NLP Tasks, including Document Classification, Machine Translation, Language Modeling, and Speech Recognition. With the widespread adoption of deep learning, natural language processing (NLP),and speech applications in many areas (including Finance, Healthcare, and Government) there is a growing need for one comprehensive resource that maps deep learning techniques to NLP and speech and provides insights into using the tools and libraries for real-world applications. Deep Learning for NLP and Speech Recognition explains recent deep learning methods applicable to NLP and speech, provides state-of-the-art approaches, and offers real-world case studies with code to provide hands-on experience. Many books focus on deep learning theory or deep learning for NLP-specific tasks while others are cookbooks for tools and libraries, but the constant flux of new algorithms, tools, frameworks, and libraries in a rapidly evolving landscape means that there are few available texts that offer the material in this book. The book is organized into three parts, aligning to different groups of readers and their expertise. The three parts are: Machine Learning, NLP, and Speech Introduction The first part has three chapters that introduce readers to the fields of NLP, speech recognition, deep learning and machine learning with basic theory and hands-on case studies using Python-based tools and libraries. Deep Learning Basics The five chapters in the second part introduce deep learning and various topics that are crucial for speech and text processing, including word embeddings, convolutional neural networks, recurrent neural networks and speech recognition basics. Theory, practical tips, state-of-the-art methods, experimentations and analysis in using the methods discussed in theory on real-world tasks. Advanced Deep Learning Techniques for Text and Speech The third part has five chapters that discuss the latest and cutting-edge research in the areas of deep learning that intersect with NLP and speech. Topics including attention mechanisms, memory augmented networks, transfer learning, multi-task learning, domain adaptation, reinforcement learning, and end-to-end deep learning for speech recognition are covered using case studies.

Euro Abstracts

Author :
Publisher :
ISBN 13 :
Total Pages : 994 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Euro Abstracts by :

Download or read book Euro Abstracts written by and published by . This book was released on 1991 with total page 994 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Euroabstracts

Author :
Publisher :
ISBN 13 :
Total Pages : 54 pages
Book Rating : 4.X/5 (3 download)

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Book Synopsis Euroabstracts by :

Download or read book Euroabstracts written by and published by . This book was released on 1991 with total page 54 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Speech Recognition Algorithms based on Weighted Finite-State Transducers

Author : Takaaki Hori
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1608454746
Total Pages : 164 pages
Book Rating : 4.6/5 (84 download)

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Book Synopsis Speech Recognition Algorithms based on Weighted Finite-State Transducers by : Takaaki Hori

Download or read book Speech Recognition Algorithms based on Weighted Finite-State Transducers written by Takaaki Hori and published by Morgan & Claypool Publishers. This book was released on 2013-01-01 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the theory, algorithms, and implementation techniques for efficient decoding in speech recognition mainly focusing on the Weighted Finite-State Transducer (WFST) approach. The decoding process for speech recognition is viewed as a search problem whose goal is to find a sequence of words that best matches an input speech signal. Since this process becomes computationally more expensive as the system vocabulary size increases, research has long been devoted to reducing the computational cost. Recently, the WFST approach has become an important state-of-the-art speech recognition technology, because it offers improved decoding speed with fewer recognition errors compared with conventional methods. However, it is not easy to understand all the algorithms used in this framework, and they are still in a black box for many people. In this book, we review the WFST approach and aim to provide comprehensive interpretations of WFST operations and decoding algorithms to help anyone who wants to understand, develop, and study WFST-based speech recognizers. We also mention recent advances in this framework and its applications to spoken language processing. Table of Contents: Introduction / Brief Overview of Speech Recognition / Introduction to Weighted Finite-State Transducers / Speech Recognition by Weighted Finite-State Transducers / Dynamic Decoders with On-the-fly WFST Operations / Summary and Perspective

NASA Information Sciences and Human Factors Program Annual Report, 1987

Author : United States. National Aeronautics and Space Administration. Information Sciences and Human Factors Division
Publisher :
ISBN 13 :
Total Pages : 240 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis NASA Information Sciences and Human Factors Program Annual Report, 1987 by : United States. National Aeronautics and Space Administration. Information Sciences and Human Factors Division

Download or read book NASA Information Sciences and Human Factors Program Annual Report, 1987 written by United States. National Aeronautics and Space Administration. Information Sciences and Human Factors Division and published by . This book was released on 1988 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: