Advances In Speech Recognition

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Advances in Speech Recognition

Amy Neustein
Advances in Speech Recognition Book PDF

Author : Amy Neustein
Publisher : Springer Science & Business Media
Page : 383 pages
File Size : 51,5 Mb
Release : 2010-09-21
Category : Technology & Engineering
ISBN : 9781441959515

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Advances in Speech Recognition by Amy Neustein Pdf

Two Top Industry Leaders Speak Out Judith Markowitz When Amy asked me to co-author the foreword to her new book on advances in speech recognition, I was honored. Amy’s work has always been infused with c- ative intensity, so I knew the book would be as interesting for established speech professionals as for readers new to the speech-processing industry. The fact that I would be writing the foreward with Bill Scholz made the job even more enjoyable. Bill and I have known each other since he was at UNISYS directing projects that had a profound impact on speech-recognition tools and applications. Bill Scholz The opportunity to prepare this foreword with Judith provides me with a rare oppor- nity to collaborate with a seasoned speech professional to identify numerous signi- cant contributions to the field offered by the contributors whom Amy has recruited. Judith and I have had our eyes opened by the ideas and analyses offered by this collection of authors. Speech recognition no longer needs be relegated to the ca- gory of an experimental future technology; it is here today with sufficient capability to address the most challenging of tasks. And the point-click-type approach to GUI control is no longer sufficient, especially in the context of limitations of mode- day hand held devices. Instead, VUI and GUI are being integrated into unified multimodal solutions that are maturing into the fundamental paradigm for comput- human interaction in the future.

Advances in Speech Recognition

Noam Shabtai
Advances in Speech Recognition Book PDF

Author : Noam Shabtai
Publisher : BoD – Books on Demand
Page : 177 pages
File Size : 44,5 Mb
Release : 2010-08-16
Category : Computers
ISBN : 9789533070971

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Advances in Speech Recognition by Noam Shabtai Pdf

In the last decade, further applications of speech processing were developed, such as speaker recognition, human-machine interaction, non-English speech recognition, and non-native English speech recognition. This book addresses a few of these applications. Furthermore, major challenges that were typically ignored in previous speech recognition research, such as noise and reverberation, appear repeatedly in recent papers. I would like to sincerely thank the contributing authors, for their effort to bring their insights and perspectives on current open questions in speech recognition research.

Advanced Speech Recognition

Marcus Hintz
Advanced Speech Recognition Book PDF

Author : Marcus Hintz
Publisher : Unknown
Page : 0 pages
File Size : 40,9 Mb
Release : 2015-03-31
Category : Automatik speach recognition
ISBN : 1632400278

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Advanced Speech Recognition by Marcus Hintz Pdf

This book majorly emphasizes on speech recognition and the associated tasks like speech optimization and modeling. Renowned veteran researchers from across the globe have contributed significant information in this profound book. The aim of this book is to serve as a comprehensive source of information and assist a broad spectrum of readers.

Speech Recognition and Coding

Antonio J. Rubio Ayuso,Juan M. Lopez Soler
Speech Recognition and Coding Book PDF

Author : Antonio J. Rubio Ayuso,Juan M. Lopez Soler
Publisher : Springer Science & Business Media
Page : 517 pages
File Size : 45,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9783642577451

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Speech Recognition and Coding by Antonio J. Rubio Ayuso,Juan M. Lopez Soler Pdf

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.

Advances in Speech Recognition

Amy Neustein
Advances in Speech Recognition Book PDF

Author : Amy Neustein
Publisher : Springer
Page : 369 pages
File Size : 49,5 Mb
Release : 2010-09-29
Category : Technology & Engineering
ISBN : 1441959505

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Advances in Speech Recognition by Amy Neustein Pdf

Two Top Industry Leaders Speak Out Judith Markowitz When Amy asked me to co-author the foreword to her new book on advances in speech recognition, I was honored. Amy’s work has always been infused with c- ative intensity, so I knew the book would be as interesting for established speech professionals as for readers new to the speech-processing industry. The fact that I would be writing the foreward with Bill Scholz made the job even more enjoyable. Bill and I have known each other since he was at UNISYS directing projects that had a profound impact on speech-recognition tools and applications. Bill Scholz The opportunity to prepare this foreword with Judith provides me with a rare oppor- nity to collaborate with a seasoned speech professional to identify numerous signi- cant contributions to the field offered by the contributors whom Amy has recruited. Judith and I have had our eyes opened by the ideas and analyses offered by this collection of authors. Speech recognition no longer needs be relegated to the ca- gory of an experimental future technology; it is here today with sufficient capability to address the most challenging of tasks. And the point-click-type approach to GUI control is no longer sufficient, especially in the context of limitations of mode- day hand held devices. Instead, VUI and GUI are being integrated into unified multimodal solutions that are maturing into the fundamental paradigm for comput- human interaction in the future.

Automatic Speech Recognition on Mobile Devices and over Communication Networks

Zheng-Hua Tan,Boerge Lindberg
Automatic Speech Recognition on Mobile Devices and over Communication Networks Book PDF

Author : Zheng-Hua Tan,Boerge Lindberg
Publisher : Springer Science & Business Media
Page : 402 pages
File Size : 52,5 Mb
Release : 2008-04-17
Category : Technology & Engineering
ISBN : 9781848001435

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Automatic Speech Recognition on Mobile Devices and over Communication Networks by Zheng-Hua Tan,Boerge Lindberg Pdf

The advances in computing and networking have sparked an enormous interest in deploying automatic speech recognition on mobile devices and over communication networks. This book brings together academic researchers and industrial practitioners to address the issues in this emerging realm and presents the reader with a comprehensive introduction to the subject of speech recognition in devices and networks. It covers network, distributed and embedded speech recognition systems.

Automatic Speech and Speaker Recognition

Chin-Hui Lee,Frank K. Soong,Kuldip K. Paliwal
Automatic Speech and Speaker Recognition Book PDF

Author : Chin-Hui Lee,Frank K. Soong,Kuldip K. Paliwal
Publisher : Springer Science & Business Media
Page : 524 pages
File Size : 52,9 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461313670

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Automatic Speech and Speaker Recognition by Chin-Hui Lee,Frank K. Soong,Kuldip K. Paliwal Pdf

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.

Automatic Speech Recognition

Dong Yu,Li Deng
Automatic Speech Recognition Book PDF

Author : Dong Yu,Li Deng
Publisher : Springer
Page : 321 pages
File Size : 45,9 Mb
Release : 2014-11-11
Category : Technology & Engineering
ISBN : 9781447157793

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Automatic Speech Recognition by Dong Yu,Li Deng Pdf

This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to the rigorous mathematical treatment of the subject, the book also presents insights and theoretical foundation of a series of highly successful deep learning models.

Advances in Digital Speech Transmission

Prof Rainer Martin,Prof Ulrich Heute,Prof Christiane Antweiler
Advances in Digital Speech Transmission Book PDF

Author : Prof Rainer Martin,Prof Ulrich Heute,Prof Christiane Antweiler
Publisher : John Wiley & Sons
Page : 572 pages
File Size : 54,7 Mb
Release : 2008-02-28
Category : Technology & Engineering
ISBN : 0470727179

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Advances in Digital Speech Transmission by Prof Rainer Martin,Prof Ulrich Heute,Prof Christiane Antweiler Pdf

Speech processing and speech transmission technology are expanding fields of active research. New challenges arise from the 'anywhere, anytime' paradigm of mobile communications, the ubiquitous use of voice communication systems in noisy environments and the convergence of communication networks toward Internet based transmission protocols, such as Voice over IP. As a consequence, new speech coding, new enhancement and error concealment, and new quality assessment methods are emerging. Advances in Digital Speech Transmission provides an up-to-date overview of the field, including topics such as speech coding in heterogeneous communication networks, wideband coding, and the quality assessment of wideband speech. Provides an insight into the latest developments in speech processing and speech transmission, making it an essential reference to those working in these fields Offers a balanced overview of technology and applications Discusses topics such as speech coding in heterogeneous communications networks, wideband coding, and the quality assessment of the wideband speech Explains speech signal processing in hearing instruments and man-machine interfaces from applications point of view Covers speech coding for Voice over IP, blind source separation, digital hearing aids and speech processing for automatic speech recognition Advances in Digital Speech Transmission serves as an essential link between the basics and the type of technology and applications (prospective) engineers work on in industry labs and academia. The book will also be of interest to advanced students, researchers, and other professionals who need to brush up their knowledge in this field.

Speech Recognition and Coding

Antonio J. Rubio Ayuso,Juan M. Lopez-Soler
Speech Recognition and Coding Book PDF

Author : Antonio J. Rubio Ayuso,Juan M. Lopez-Soler
Publisher : Springer
Page : 505 pages
File Size : 50,7 Mb
Release : 1995-10-20
Category : Technology & Engineering
ISBN : 3540600981

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Speech Recognition and Coding by Antonio J. Rubio Ayuso,Juan M. Lopez-Soler Pdf

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.

Recent Advances in Speech Understanding and Dialog Systems

H. Niemann,M. Lang,G. Sagerer
Recent Advances in Speech Understanding and Dialog Systems Book PDF

Author : H. Niemann,M. Lang,G. Sagerer
Publisher : Springer Science & Business Media
Page : 503 pages
File Size : 49,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642834769

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Recent Advances in Speech Understanding and Dialog Systems by H. Niemann,M. Lang,G. Sagerer Pdf

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 .

Speech Recognition and Coding

Antonio J. Rubio Ayuso,Juan M. Lopez Soler
Speech Recognition and Coding Book PDF

Author : Antonio J. Rubio Ayuso,Juan M. Lopez Soler
Publisher : Springer
Page : 505 pages
File Size : 40,8 Mb
Release : 2012-11-05
Category : Technology & Engineering
ISBN : 3642633447

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Speech Recognition and Coding by Antonio J. Rubio Ayuso,Juan M. Lopez Soler Pdf

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.

Speech Recognition and Understanding

Pietro Laface,Renato DeMori
Speech Recognition and Understanding Book PDF

Author : Pietro Laface,Renato DeMori
Publisher : Springer Science & Business Media
Page : 557 pages
File Size : 44,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642766268

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Speech Recognition and Understanding by Pietro Laface,Renato DeMori Pdf

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.

Advances in Nonlinear Speech Processing

Mohamed Chetouani,Amir Hussain,Bruno Gas,Maurice Milgram,Jean-Luc Zarader
Advances in Nonlinear Speech Processing Book PDF

Author : Mohamed Chetouani,Amir Hussain,Bruno Gas,Maurice Milgram,Jean-Luc Zarader
Publisher : Springer Science & Business Media
Page : 293 pages
File Size : 40,7 Mb
Release : 2008-01-11
Category : Computers
ISBN : 9783540773467

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Advances in Nonlinear Speech Processing by Mohamed Chetouani,Amir Hussain,Bruno Gas,Maurice Milgram,Jean-Luc Zarader Pdf

This intriguing book constitutes the thoroughly refereed postproceedings of the International Conference on Non-Linear Speech Processing, NOLISP 2007, held in Paris, France, in May 2007. The 24 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on nonlinear and non-conventional techniques, speech synthesis, speaker recognition, speech recognition, and many other subjects.

Deep Learning for NLP and Speech Recognition

Uday Kamath,John Liu,James Whitaker
Deep Learning for NLP and Speech Recognition Book PDF

Author : Uday Kamath,John Liu,James Whitaker
Publisher : Springer
Page : 621 pages
File Size : 41,8 Mb
Release : 2019-06-10
Category : Computers
ISBN : 9783030145965

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Deep Learning for NLP and Speech Recognition by Uday Kamath,John Liu,James Whitaker Pdf

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.