Speech Recognition Theory And C Implementation With Cd

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Speech Recognition

Author : Claudio Becchetti,Lucio Prina Ricotti
Publisher : John Wiley & Sons
Page : 438 pages
File Size : 50,7 Mb
Release : 1999-05-04
Category : Computers
ISBN : UOM:39015048529591

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Speech Recognition by Claudio Becchetti,Lucio Prina Ricotti Pdf

Automatic Speech Recognition (ASR) is the enabling technology for hands-free dictation and voice-triggered computer menus. It is becoming increasingly prevalent in environments such as private telephone exchanges and real-time information services. Speech Recognition introduces the principles of ASR systems, including the theory and implementation issues behind multi-speaker continuous speech recognition. Focusing on the algorithms employed in commercial and laboratory systems, the treatment enables the reader to devise practical solutions for ASR system problems. It addresses in detail C++ programming techniques used to develop ASR applications, thus offering skills that will prove useful in any large C++ based software project. Possible extensions of the well-established ASR technology are highlighted, based on "Hidden Markov Models" applied to fields such as modelling and prediction of econometric series. Features include: * Accompanying website containing all C++ source code of a complete laboratory multi-speaker continuous-speech ASR system (e.g. Initialisation, Training, Recognition, Evaluation, etc.) www.wiley.com/go/becchetti_speech * Detailed theoretical, mathematical and technical explanations of ASR * A practical account of the functioning of ASR A crucial source of information for researchers, developers and project managers involved with ASR systems, Speech Recognition is also structured for use by students of digital signal processing, speech recognition and C++ programming techniques.

Discriminative Learning for Speech Recognition

Author : Xiadong He,Xiaodong He,Li Deng
Publisher : Morgan & Claypool Publishers
Page : 121 pages
File Size : 44,6 Mb
Release : 2008
Category : Automatic speech recognition
ISBN : 9781598293081

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Discriminative Learning for Speech Recognition by Xiadong He,Xiaodong He,Li Deng Pdf

In this book, we introduce the background and mainstream methods of probabilistic modeling and discriminative parameter optimization for speech recognition. The specific models treated in depth include the widely used exponential-family distributions and the hidden Markov model. A detailed study is presented on unifying the common objective functions for discriminative learning in speech recognition, namely maximum mutual information (MMI), minimum classification error, and minimum phone/word error. The unification is presented, with rigorous mathematical analysis, in a common rational-function form. This common form enables the use of the growth transformation (or extended Baum-Welch) optimization framework in discriminative learning of model parameters. In addition to all the necessary introduction of the background and tutorial material on the subject, we also included technical details on the derivation of the parameter optimization formulas for exponential-family distributions, discrete hidden Markov models (HMMs), and continuous-density HMMs in discriminative learning. Selected experimental results obtained by the authors in firsthand are presented to show that discriminative learning can lead to superior speech recognition performance over conventional parameter learning. Details on major algorithmic implementation issues with practical significance are provided to enable the practitioners to directly reproduce the theory in the earlier part of the book into engineering practice.

Audio-and Video-Based Biometric Person Authentication

Author : Josef Kittler,Mark S. Nixon
Publisher : Springer Science & Business Media
Page : 998 pages
File Size : 40,6 Mb
Release : 2003-06-02
Category : Computers
ISBN : 9783540403029

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Audio-and Video-Based Biometric Person Authentication by Josef Kittler,Mark S. Nixon Pdf

The refereed proceedings of the 4th International Conference on Audio-and Video-Based Biometric Person Authentication, AVBPA 2003, held in Guildford, UK, in June 2003. The 39 revised full plenary papers and 72 revised full poster papers were carefully reviewed and selected for presentation. There are topical sections on face; speech; fingerprint; image, video processing, and tracking; general issues; handwriting, signature, and palm; gait; and fusion.

Intelligent Systems

Author : Chiranji Lal Chowdhary
Publisher : CRC Press
Page : 288 pages
File Size : 42,7 Mb
Release : 2020-01-06
Category : Business & Economics
ISBN : 9780429560040

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Intelligent Systems by Chiranji Lal Chowdhary Pdf

This volume helps to fill the gap between data analytics, image processing, and soft computing practices. Soft computing methods are used to focus on data analytics and image processing to develop good intelligent systems. To this end, readers of this volume will find quality research that presents the current trends, advanced methods, and hybridized techniques relating to data analytics and intelligent systems. The book also features case studies related to medical diagnosis with the use of image processing and soft computing algorithms in particular models. Providing extensive coverage of biometric systems, soft computing, image processing, artificial intelligence, and data analytics, the chapter authors discuss the latest research issues, present solutions to research problems, and look at comparative analysis with earlier results. Topics include some of the most important challenges and discoveries in intelligent systems today, such as computer vision concepts and image identification, data analysis and computational paradigms, deep learning techniques, face and speaker recognition systems, and more.

Encyclopedia of Library and Information Science

Author : Allen Kent
Publisher : CRC Press
Page : 442 pages
File Size : 44,9 Mb
Release : 2001-11-02
Category : Language Arts & Disciplines
ISBN : 0824720709

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Encyclopedia of Library and Information Science by Allen Kent Pdf

This is the 70th encyclopaedia of library and information science. It covers topics such as: intelligent systems for problem analysis in organizations; interactive system design; international models of school library development; lexicalization in natural language generation; and more.

Chinese Spoken Language Processing

Author : Qiang Huo,Bin Ma,Eng-Siong Chng,Haizhou Li
Publisher : Springer Science & Business Media
Page : 825 pages
File Size : 42,5 Mb
Release : 2006-11-27
Category : Computers
ISBN : 9783540496656

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Chinese Spoken Language Processing by Qiang Huo,Bin Ma,Eng-Siong Chng,Haizhou Li Pdf

This book constitutes the thoroughly refereed proceedings of the 5th International Symposium on Chinese Spoken Language Processing, ISCSLP 2006, held in Singapore in December 2006, co-located with ICCPOL 2006, the 21st International Conference on Computer Processing of Oriental Languages. Coverage includes speech science, acoustic modeling for automatic speech recognition, speech data mining, and machine translation of speech.

Advances in Soft Computing

Author : Grigori Sidorov,Arturo Hernández Aguirre,Carlos Alberto Reyes Garcia
Publisher : Springer Science & Business Media
Page : 536 pages
File Size : 54,5 Mb
Release : 2010-10-21
Category : Computers
ISBN : 9783642167720

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Advances in Soft Computing by Grigori Sidorov,Arturo Hernández Aguirre,Carlos Alberto Reyes Garcia Pdf

This two-volume set LNAI 6437 and 6438 constitutes the refereed proceedings of the 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, held in Pachuca, Mexico, in November 2010. Based on rigorous peer reviews, the program committee carefully selected 82 revised papers from 301 submissions for presentation in two volumes. The second volume includes 44 papers focusing on soft computing. The papers are organized in topical sections on machine learning and pattern recognition; automatic learning for natural language processing; evolutionary algorithms and other naturally-inspired algorithms; hybrid intelligent systems and neural networks; and fuzzy logic.

Machine Learning for Human Motion Analysis: Theory and Practice

Author : Wang, Liang,Cheng, Li,Zhao, Guoying
Publisher : IGI Global
Page : 318 pages
File Size : 41,8 Mb
Release : 2009-12-31
Category : Computers
ISBN : 9781605669014

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Machine Learning for Human Motion Analysis: Theory and Practice by Wang, Liang,Cheng, Li,Zhao, Guoying Pdf

"This book highlights the development of robust and effective vision-based motion understanding systems, addressing specific vision applications such as surveillance, sport event analysis, healthcare, video conferencing, and motion video indexing and retrieval"--Provided by publisher.

MICAI 2004: Advances in Artificial Intelligence

Author : Raúl Monroy,Gustavo Arroyo-Figueroa,Luis Enrique Sucar,Humberto Sossa
Publisher : Springer Science & Business Media
Page : 941 pages
File Size : 54,6 Mb
Release : 2004-04-08
Category : Computers
ISBN : 9783540214595

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MICAI 2004: Advances in Artificial Intelligence by Raúl Monroy,Gustavo Arroyo-Figueroa,Luis Enrique Sucar,Humberto Sossa Pdf

This book constitutes the refereed proceedings of the Third Mexican International Conference on Artificial Intelligence, MICAI 2004, held in Mexico City, Mexico in April 2004. The 94 revised full papers presented were carefully reviewed and selected from 254 submissions. The papers are organized in topical sections on applications, intelligent interfaces and speech processing, knowledge representation, logic and constraint programming, machine learning and data mining, multiagent systems and distributed AI, natural language processing, uncertainty reasoning, vision, evolutionary computation, modeling and intelligent control, neural networks, and robotics.

Information Systems for Indian Languages

Author : Chandan Singh,Gurpreet Singh Lehal,Jyotsna Sengupta,Dharam Veer Sharma,Vishal Goyal
Publisher : Springer
Page : 318 pages
File Size : 42,9 Mb
Release : 2011-02-11
Category : Computers
ISBN : 9783642194030

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Information Systems for Indian Languages by Chandan Singh,Gurpreet Singh Lehal,Jyotsna Sengupta,Dharam Veer Sharma,Vishal Goyal Pdf

This book constitutes the refereed proceedings of the International Conference on Information Systems for Indian Languages, ICISIL 2011, held in Patiala, India, in March 2011. The 63 revised papers presented were carefully reviewed and selected from 126 paper submissions (full papers as well as poster papers) and 25 demo submissions. The papers address all current aspects on localization, e-governance, Web content accessibility, search engine and information retrieval systems, online and offline OCR, handwriting recognition, machine translation and transliteration, and text-to-speech and speech recognition - all with a particular focus on Indic scripts and languages.

Case-Based Reasoning

Author : Michael M. Richter,Rosina O. Weber
Publisher : Springer Science & Business Media
Page : 546 pages
File Size : 51,5 Mb
Release : 2013-10-31
Category : Computers
ISBN : 9783642401671

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Case-Based Reasoning by Michael M. Richter,Rosina O. Weber Pdf

This book presents case-based reasoning in a systematic approach with two goals: to present rigorous and formally valid structures for precise case-based reasoning, and to demonstrate the range of techniques, methods, and tools available for many applications.

Speech, Image, and Language Processing for Human Computer Interaction: Multi-Modal Advancements

Author : Tiwary, Uma Shanker
Publisher : IGI Global
Page : 387 pages
File Size : 55,5 Mb
Release : 2012-04-30
Category : Computers
ISBN : 9781466609556

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Speech, Image, and Language Processing for Human Computer Interaction: Multi-Modal Advancements by Tiwary, Uma Shanker Pdf

"This book identifies the emerging research areas in Human Computer Interaction and discusses the current state of the art in these areas"--Provided by publisher.

Computational Intelligence in Security for Information Systems 2010

Author : Álvaro Herrero,Emilio Corchado,Carlos Redondo Gil,Ángel Alonso Alvarez
Publisher : Springer Science & Business Media
Page : 240 pages
File Size : 52,8 Mb
Release : 2010-10-07
Category : Technology & Engineering
ISBN : 9783642166266

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Computational Intelligence in Security for Information Systems 2010 by Álvaro Herrero,Emilio Corchado,Carlos Redondo Gil,Ángel Alonso Alvarez Pdf

rd The 3 International Conference on Computational Intelligence in Security for Information Systems (CISIS 2010) provided a broad and interdisciplinary forum to present the most recent developments in several very active scientific areas such as Machine Learning, Infrastructure Protection, Intelligent Methods in Energy and Transportation, Network Security, Biometry, Cryptography, High-performance and Grid Computing, and Industrial Perspective among others. The global purpose of CISIS series of conferences has been to form a broad and interdisciplinary meeting ground offering the opportunity to interact with the leading research team and industries actively involved in the critical area of security, and have a picture of the current solutions adopted in practical domains. This volume of Advances in Intelligence and Soft Computing contains accepted papers presented at CISIS 2010, which was held in León, Spain, on November 11–12, 2010. CISIS 2010 received over 50 technical submissions. After a thorough peer-review process, the International Program Committee - lected 25 papers which are published in this conference proceedings. This allowed the Scientific Committee to verify the vital and crucial nature of the topics - volved in the event, and resulted in an acceptance rate close to 50% of the ori- nally submitted manuscripts.

Multimedia Image and Video Processing

Author : Ling Guan
Publisher : CRC Press
Page : 828 pages
File Size : 43,6 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781439830871

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Multimedia Image and Video Processing by Ling Guan Pdf

As multimedia applications have become part of contemporary daily life, numerous paradigm-shifting technologies in multimedia processing have emerged over the last decade. Substantially updated with 21 new chapters, Multimedia Image and Video Processing, Second Edition explores the most recent advances in multimedia research and applications. This edition presents a comprehensive treatment of multimedia information mining, security, systems, coding, search, hardware, and communications as well as multimodal information fusion and interaction. Clearly divided into seven parts, the book begins with a section on standards, fundamental methods, design issues, and typical architectures. It then focuses on the coding of video and multimedia content before covering multimedia search, retrieval, and management. After examining multimedia security, the book describes multimedia communications and networking and explains the architecture design and implementation for multimedia image and video processing. It concludes with a section on multimedia systems and applications. Written by some of the most prominent experts in the field, this updated edition provides readers with the latest research in multimedia processing and equips them with advanced techniques for the design of multimedia systems.

Compressed Sensing and its Applications

Author : Holger Boche,Giuseppe Caire,Robert Calderbank,Maximilian März,Gitta Kutyniok,Rudolf Mathar
Publisher : Birkhäuser
Page : 388 pages
File Size : 43,6 Mb
Release : 2018-01-17
Category : Mathematics
ISBN : 9783319698021

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Compressed Sensing and its Applications by Holger Boche,Giuseppe Caire,Robert Calderbank,Maximilian März,Gitta Kutyniok,Rudolf Mathar Pdf

This contributed volume contains articles written by the plenary and invited speakers from the second international MATHEON Workshop 2015 that focus on applications of compressed sensing. Article authors address their techniques for solving the problems of compressed sensing, as well as connections to related areas like detecting community-like structures in graphs, curbatures on Grassmanians, and randomized tensor train singular value decompositions. Some of the novel applications covered include dimensionality reduction, information theory, random matrices, sparse approximation, and sparse recovery. This book is aimed at both graduate students and researchers in the areas of applied mathematics, computer science, and engineering, as well as other applied scientists exploring the potential applications for the novel methodology of compressed sensing. An introduction to the subject of compressed sensing is also provided for researchers interested in the field who are not as familiar with it.