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Applied Speech and Audio Processing

Applied Speech and Audio Processing
With Matlab Examples

by Ian McLoughlin

  • Publisher : Cambridge University Press
  • Release : 2009-02-19
  • Pages : 206
  • ISBN : 0521519543
  • Language : En, Es, Fr & De
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This hands-on, one-stop resource describes the key techniques of speech and audio processing illustrated with extensive MATLAB examples.

Applied Speech Processing

Applied Speech Processing
Algorithms and Case Studies

by Nilanjan Dey

  • Publisher : Academic Press
  • Release : 2021-02-01
  • Pages : 206
  • ISBN : 0128242132
  • Language : En, Es, Fr & De
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Applied Speech Processing: Algorithms and Case Studies is concerned with supporting and enhancing the utilization of speech analytics in several systems and real-world activities, including sharing data analytics related information, creating collaboration networks between several participants, and the use of video-conferencing in different application areas. The book provides a well-standing forum to discuss the characteristics of the intelligent speech signal processing systems in different domains. The book is proposed for professionals, scientists, and engineers who are involved in new techniques of intelligent speech signal processing methods and systems. It provides an outstanding foundation for undergraduate and post-graduate students as well. Includes basics of speech data analysis and management tools with several applications, highlighting recording systems Covers different techniques of big data and Internet-of-Things in speech signal processing, including machine learning and data mining Offers a multidisciplinary view of current and future challenges in this field, with extensive case studies on the design, implementation, development and management of intelligent systems, neural networks, and related machine learning techniques for speech signal processing

Advances in Nonlinear Speech Processing

Advances in Nonlinear Speech Processing
International Conference on Non-Linear Speech Processing, NOLISP 2007 Paris, France, May 22-25, 2007 Revised Selected Papers

by Mohamed Chetouani,Amir Hussain,Bruno Gas,Maurice Milgram,Jean-Luc Zarader

  • Publisher : Springer Science & Business Media
  • Release : 2008-01-11
  • Pages : 288
  • ISBN : 3540773460
  • Language : En, Es, Fr & De
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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.

Audio Processing and Speech Recognition

Audio Processing and Speech Recognition
Concepts, Techniques and Research Overviews

by Soumya Sen,Anjan Dutta,Nilanjan Dey

  • Publisher : Springer
  • Release : 2019-01-30
  • Pages : 96
  • ISBN : 9811360987
  • Language : En, Es, Fr & De
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This book offers an overview of audio processing, including the latest advances in the methodologies used in audio processing and speech recognition. First, it discusses the importance of audio indexing and classical information retrieval problem and presents two major indexing techniques, namely Large Vocabulary Continuous Speech Recognition (LVCSR) and Phonetic Search. It then offers brief insights into the human speech production system and its modeling, which are required to produce artificial speech. It also discusses various components of an automatic speech recognition (ASR) system. Describing the chronological developments in ASR systems, and briefly examining the statistical models used in ASR as well as the related mathematical deductions, the book summarizes a number of state-of-the-art classification techniques and their application in audio/speech classification. By providing insights into various aspects of audio/speech processing and speech recognition, this book appeals a wide audience, from researchers and postgraduate students to those new to the field.

Applied Speech and Audio Processing

Applied Speech and Audio Processing
A Book

by H. Puder

  • Publisher : Unknown Publisher
  • Release : 2006
  • Pages : 233
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Neural Networks and Speech Processing

Neural Networks and Speech Processing
A Book

by David P. Morgan,Christopher L. Scofield

  • Publisher : Springer Science & Business Media
  • Release : 2012-12-06
  • Pages : 391
  • ISBN : 1461539501
  • Language : En, Es, Fr & De
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We would like to take this opportunity to thank all of those individ uals who helped us assemble this text, including the people of Lockheed Sanders and Nestor, Inc., whose encouragement and support were greatly appreciated. In addition, we would like to thank the members of the Lab oratory for Engineering Man-Machine Systems (LEMS) and the Center for Neural Science at Brown University for their frequent and helpful discussions on a number of topics discussed in this text. Although we both attended Brown from 1983 to 1985, and had offices in the same building, it is surprising that we did not meet until 1988. We also wish to thank Kluwer Academic Publishers for their profes sionalism and patience, and the reviewers for their constructive criticism. Thanks to John McCarthy for performing the final proof, and to John Adcock, Chip Bachmann, Deborah Farrow, Nathan Intrator, Michael Perrone, Ed Real, Lance Riek and Paul Zemany for their comments and assistance. We would also like to thank Khrisna Nathan, our most unbi ased and critical reviewer, for his suggestions for improving the content and accuracy of this text. A special thanks goes to Steve Hoffman, who was instrumental in helping us perform the experiments described in Chapter 9.

Application of Wavelets in Speech Processing

Application of Wavelets in Speech Processing
A Book

by Mohamed Hesham Farouk

  • Publisher : Springer
  • Release : 2017-11-29
  • Pages : 86
  • ISBN : 3319690027
  • Language : En, Es, Fr & De
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This new edition provides an updated and enhanced survey on employing wavelets analysis in an array of applications of speech processing. The author presents updated developments in topics such as; speech enhancement, noise suppression, spectral analysis of speech signal, speech quality assessment, speech recognition, forensics by Speech, and emotion recognition from speech. The new edition also features a new chapter on scalogram analysis of speech. Moreover, in this edition, each chapter is restructured as such; that it becomes self contained, and can be read separately. Each chapter surveys the literature in a topic such that the use of wavelets in the work is explained and experimental results of proposed method are then discussed. Illustrative figures are also added to explain the methodology of each work.

Progress in Nonlinear Speech Processing

Progress in Nonlinear Speech Processing
A Book

by Yannis Stylianou,Marcos Faundez-Zanuy,Anna Eposito

  • Publisher : Springer
  • Release : 2007-05-24
  • Pages : 276
  • ISBN : 3540715053
  • Language : En, Es, Fr & De
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This book constitutes of the major results of the EU COST (European Cooperation in the field of Scientific and Technical Research) Action 277: NSP, Nonlinear Speech Processing, running from April 2001 to June 2005. Coverage includes such areas as speech analysis for speech synthesis, speech recognition, speech-non speech discrimination and voice quality assessment, speech enhancement, and emotional state detection.

Digital Speech Processing

Digital Speech Processing
Speech Coding, Synthesis and Recognition

by A. Nejat Ince

  • Publisher : Springer Science & Business Media
  • Release : 2013-03-09
  • Pages : 242
  • ISBN : 147572148X
  • Language : En, Es, Fr & De
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After alm ost three scores of years of basic and applied research, the field of speech processing is, at present, undergoing a rapid growth in terms of both performance and applications and this is fueHed by the advances being made in the areas of microelectronics, computation and algorithm design.Speech processing relates to three aspects of voice communications: -Speech Coding and transmission which is mainly concerned with man-to man voice communication. -Speech Synthesis which deals with machine-to-man communication. -Speech Recognition which is related to man-to-machine communication. Widespread application and use of low-bit rate voice codec.>, synthesizers and recognizers which are all speech processing products requires ideaHy internationally accepted quality assessment and evaluation methods as weH as speech processing standards so that they may be interconnected and used independently of their designers and manufacturers without costly interfaces. This book presents, in a tutorial manner, both fundamental and applied aspects of the above topics which have been prepared by weH-known specialists in their respective areas. The book is based on lectures which were sponsored by AGARD/NATO and delivered by the authors, in several NATO countries, to audiences consisting mainly of academic and industrial R&D engineers and physicists as weH as civil and military C3I systems planners and designers.

Corpus-Based Methods in Language and Speech Processing

Corpus-Based Methods in Language and Speech Processing
A Book

by Steve Young,Gerrit Bloothooft

  • Publisher : Springer Science & Business Media
  • Release : 2013-03-14
  • Pages : 235
  • ISBN : 9401711836
  • Language : En, Es, Fr & De
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Corpus-based methods will be found at the heart of many language and speech processing systems. This book provides an in-depth introduction to these technologies through chapters describing basic statistical modeling techniques for language and speech, the use of Hidden Markov Models in continuous speech recognition, the development of dialogue systems, part-of-speech tagging and partial parsing, data-oriented parsing and n-gram language modeling. The book attempts to give both a clear overview of the main technologies used in language and speech processing, along with sufficient mathematics to understand the underlying principles. There is also an extensive bibliography to enable topics of interest to be pursued further. Overall, we believe that the book will give newcomers a solid introduction to the field and it will give existing practitioners a concise review of the principal technologies used in state-of-the-art language and speech processing systems. Corpus-Based Methods in Language and Speech Processing is an initiative of ELSNET, the European Network in Language and Speech. In its activities, ELSNET attaches great importance to the integration of language and speech, both in research and in education. The need for and the potential of this integration are well demonstrated by this publication.

Statistical Language and Speech Processing

Statistical Language and Speech Processing
Third International Conference, SLSP 2015, Budapest, Hungary, November 24-26, 2015, Proceedings

by Adrian-Horia Dediu,Carlos Martín-Vide,Klára Vicsi

  • Publisher : Springer
  • Release : 2015-11-16
  • Pages : 302
  • ISBN : 3319257897
  • Language : En, Es, Fr & De
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This book constitutes the refereed proceedings of the Third International Conference on Statistical Language and Speech Processing, SLSP 2015, held in Budapest, Hungary, in November 2015. The 26 full papers presented together with two invited talks were carefully reviewed and selected from 71 submissions. The papers cover topics such as: anaphora and coreference resolution; authorship identification, plagiarism and spam filtering; computer-aided translation; corpora and language resources; data mining and semantic Web; information extraction; information retrieval; knowledge representation and ontologies; lexicons and dictionaries; machine translation; multimodal technologies; natural language understanding; neural representation of speech and language; opinion mining and sentiment analysis; parsing; part-of-speech tagging; question-answering systems; semantic role labelling; speaker identification and verification; speech and language generation; speech recognition; speech synthesis; speech transcription; spelling correction; spoken dialogue systems; term extraction; text categorisation; text summarisation; and user modeling.

Automatic Speech Recognition of Arabic Phonemes with Neural Networks

Automatic Speech Recognition of Arabic Phonemes with Neural Networks
A Contrastive Study of Arabic and English

by Mohammed Dib

  • Publisher : Springer
  • Release : 2018-12-27
  • Pages : 144
  • ISBN : 3319977105
  • Language : En, Es, Fr & De
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This book presents a contrastive linguistics study of Arabic and English for the dual purposes of improved language teaching and speech processing of Arabic via spectral analysis and neural networks. Contrastive linguistics is a field of linguistics which aims to compare the linguistic systems of two or more languages in order to ease the tasks of teaching, learning, and translation. The main focus of the present study is to treat the Arabic minimal syllable automatically to facilitate automatic speech processing in Arabic. It represents important reading for language learners and for linguists with an interest in Arabic and computational approaches.

Special Section Applied Speech and Audio-processing

Special Section Applied Speech and Audio-processing
A Book

by Henning Puder

  • Publisher : Unknown Publisher
  • Release : 2006
  • Pages : 4
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Readings in Speech Recognition

Readings in Speech Recognition
A Book

by Alexander Waibel,Kai-Fu Lee

  • Publisher : Morgan Kaufmann
  • Release : 1990-05-15
  • Pages : 629
  • ISBN : 9781558601246
  • Language : En, Es, Fr & De
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Speech recognition by machine : a review / D.R. Reddy -- The value of speech recognition systems / W.A. Lea -- Digital representations of speech signals / R.W. Schafer and L.R. Rabiner -- Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences / S.B. Davis and P. Mermelstein -- Vector quantization / R.M. Gray -- A joint synchrony-mean-rate model of auditory speech processing / S. Seneff -- Isolated and connected word recognition : theory and selected applications / L.R. Rabiner and S.E. Levinson -- Minimum prediction residual principle applied to speech recognition / F. Itakura -- Dynamic programming algorithm optimization for spoken word recognition / S. Hakoe and S. Chiba -- Speaker-independent recognition of isolated words using clustering techniques / L.R. Rabiner [and others]Two-level DP-matching : a dynamic programming-based pattern matching algorithm for connected word recognition / H. Sakoe -- The use of a one-stage dynamic pr ...

Springer Handbook of Speech Processing

Springer Handbook of Speech Processing
A Book

by Jacob Benesty,M. M. Sondhi,Yiteng Huang

  • Publisher : Springer
  • Release : 2007-11-22
  • Pages : 1176
  • ISBN : 3540491279
  • Language : En, Es, Fr & De
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This handbook plays a fundamental role in sustainable progress in speech research and development. With an accessible format and with accompanying DVD-Rom, it targets three categories of readers: graduate students, professors and active researchers in academia, and engineers in industry who need to understand or implement some specific algorithms for their speech-related products. It is a superb source of application-oriented, authoritative and comprehensive information about these technologies, this work combines the established knowledge derived from research in such fast evolving disciplines as Signal Processing and Communications, Acoustics, Computer Science and Linguistics.

Statistical Pronunciation Modeling for Non-Native Speech Processing

Statistical Pronunciation Modeling for Non-Native Speech Processing
A Book

by Rainer E. Gruhn,Wolfgang Minker,Satoshi Nakamura

  • Publisher : Springer Science & Business Media
  • Release : 2011-05-08
  • Pages : 114
  • ISBN : 9783642195860
  • Language : En, Es, Fr & De
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In this work, the authors present a fully statistical approach to model non--native speakers' pronunciation. Second-language speakers pronounce words in multiple different ways compared to the native speakers. Those deviations, may it be phoneme substitutions, deletions or insertions, can be modelled automatically with the new method presented here. The methods is based on a discrete hidden Markov model as a word pronunciation model, initialized on a standard pronunciation dictionary. The implementation and functionality of the methodology has been proven and verified with a test set of non-native English in the regarding accent. The book is written for researchers with a professional interest in phonetics and automatic speech and speaker recognition.

Statistical Language and Speech Processing

Statistical Language and Speech Processing
5th International Conference, SLSP 2017, Le Mans, France, October 23–25, 2017, Proceedings

by Nathalie Camelin,Yannick Estève,Carlos Martín-Vide

  • Publisher : Springer
  • Release : 2017-11-08
  • Pages : 276
  • ISBN : 3319684566
  • Language : En, Es, Fr & De
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This book constitutes the refereed proceedings of the 5th International Conference on Statistical Language and Speech Processing, SLSP 2017, held in Le Mans, France, in October 2017. The 21 full papers presented were carefully reviewed and selected from 39 submissions. The papers cover topics such as anaphora and conference resolution; authorship identification, plagiarism and spam filtering; computer-aided translation; corpora and language resources; data mining and semanticweb; information extraction; information retrieval; knowledge representation and ontologies; lexicons and dictionaries; machine translation; multimodal technologies; natural language understanding; neural representation of speech and language; opinion mining and sentiment analysis; parsing; part-of-speech tagging; question and answering systems; semantic role labeling; speaker identification and verification; speech and language generation; speech recognition; speech synthesis; speech transcription; speech correction; spoken dialogue systems; term extraction; text categorization; test summarization; user modeling. They are organized in the following sections: language and information extraction; post-processing and applications of automatic transcriptions; speech paralinguistics and synthesis; speech recognition: modeling and resources.

Applied Pattern Recognition

Applied Pattern Recognition
A Practical Introduction to Image and Speech Processing in C++

by Dietrich W.R. Paulus,Joachim Hornegger

  • Publisher : Springer
  • Release : 1998
  • Pages : 405
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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This book demonstrates the efficiency of the C++ programming language in the realm of pattern recognition and pattern analysis. It introduces the basics of software engineering, image and speech processing, als well as fundamental mathematical tools for pattern recognition. Step by step the C++ programming language is discribed. Each step is illustrated by examples based on challenging problems in image und speech processing. Particular emphasis is put on object-oriented programming and the implementation of efficient algorithms. The book proposes a general class hierarchy for image segmentation. The essential parts of an implementation are presented. An object-oriented system for speech classification based on stochastic models is described.

Speaker Perception and Recognition. An Integrative Framework for Computational Speech Processing

Speaker Perception and Recognition. An Integrative Framework for Computational Speech Processing
An Integrative Framework for Computational Speech Processing

by Oxana Lapteva

  • Publisher : kassel university press GmbH
  • Release : 2011
  • Pages : 192
  • ISBN : 3862191753
  • Language : En, Es, Fr & De
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Speech Processing

Speech Processing
A Dynamic and Optimization-Oriented Approach

by Li Deng,Douglas O'Shaughnessy

  • Publisher : CRC Press
  • Release : 2018-10-03
  • Pages : 752
  • ISBN : 1482276232
  • Language : En, Es, Fr & De
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Based on years of instruction and field expertise, this volume offers the necessary tools to understand all scientific, computational, and technological aspects of speech processing. The book emphasizes mathematical abstraction, the dynamics of the speech process, and the engineering optimization practices that promote effective problem solving in this area of research and covers many years of the authors' personal research on speech processing. Speech Processing helps build valuable analytical skills to help meet future challenges in scientific and technological advances in the field and considers the complex transition from human speech processing to computer speech processing.