Extraction And Representation Of Prosody For Speaker Speech And Language Recognition


Extraction And Representation Of Prosody For Speaker Speech And Language Recognition
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Extraction And Representation Of Prosody For Speaker Speech And Language Recognition


Extraction And Representation Of Prosody For Speaker Speech And Language Recognition
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Author : Leena Mary
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-10-17

Extraction And Representation Of Prosody For Speaker Speech And Language Recognition written by Leena Mary and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-10-17 with Technology & Engineering categories.


Extraction and Representation of Prosodic Features for Speech Processing Applications deals with prosody from speech processing point of view with topics including: The significance of prosody for speech processing applications Why prosody need to be incorporated in speech processing applications Different methods for extraction and representation of prosody for applications such as speech synthesis, speaker recognition, language recognition and speech recognition This book is for researchers and students at the graduate level.



Extraction Of Prosody For Automatic Speaker Language Emotion And Speech Recognition


Extraction Of Prosody For Automatic Speaker Language Emotion And Speech Recognition
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Author : Leena Mary
language : en
Publisher: Springer
Release Date : 2018-08-02

Extraction Of Prosody For Automatic Speaker Language Emotion And Speech Recognition written by Leena Mary and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-02 with Technology & Engineering categories.


This updated book expands upon prosody for recognition applications of speech processing. It includes importance of prosody for speech processing applications; builds on why prosody needs to be incorporated in speech processing applications; and presents methods for extraction and representation of prosody for applications such as speaker recognition, language recognition and speech recognition. The updated book also includes information on the significance of prosody for emotion recognition and various prosody-based approaches for automatic emotion recognition from speech.



Speech Recognition


Speech Recognition
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Author : France Mihelič
language : en
Publisher: BoD – Books on Demand
Release Date : 2008-11-01

Speech Recognition written by France Mihelič and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-11-01 with Computers categories.


Chapters in the first part of the book cover all the essential speech processing techniques for building robust, automatic speech recognition systems: the representation for speech signals and the methods for speech-features extraction, acoustic and language modeling, efficient algorithms for searching the hypothesis space, and multimodal approaches to speech recognition. The last part of the book is devoted to other speech processing applications that can use the information from automatic speech recognition for speaker identification and tracking, for prosody modeling in emotion-detection systems and in other speech processing applications that are able to operate in real-world environments, like mobile communication services and smart homes.



Cognitive Computing Theory And Applications


Cognitive Computing Theory And Applications
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Author : Vijay V Raghavan
language : en
Publisher: Elsevier
Release Date : 2016-09-10

Cognitive Computing Theory And Applications written by Vijay V Raghavan and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-10 with Mathematics categories.


Cognitive Computing: Theory and Applications, written by internationally renowned experts, focuses on cognitive computing and its theory and applications, including the use of cognitive computing to manage renewable energy, the environment, and other scarce resources, machine learning models and algorithms, biometrics, Kernel Based Models for transductive learning, neural networks, graph analytics in cyber security, neural networks, data driven speech recognition, and analytical platforms to study the brain-computer interface. Comprehensively presents the various aspects of statistical methodology Discusses a wide variety of diverse applications and recent developments Contributors are internationally renowned experts in their respective areas



Transactions On Engineering Technologies


Transactions On Engineering Technologies
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Author : Gi-Chul Yang
language : en
Publisher: Springer Science & Business
Release Date : 2014-04-26

Transactions On Engineering Technologies written by Gi-Chul Yang and has been published by Springer Science & Business this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-26 with Technology & Engineering categories.


This book contains revised and extended research articles written by prominent researchers participating in the international conference on Advances in Engineering Technologies and Physical Science (London, U.K., 3-5 July, 2013). Topics covered include mechanical engineering, bioengineering, internet engineering, image engineering, wireless networks, knowledge engineering, manufacturing engineering, and industrial applications. The book offers state of art of tremendous advances in engineering technologies and physical science and applications, and also serves as an excellent reference work for researchers and graduate students working with/on engineering technologies and physical science.



Second Language Prosody And Computer Modeling


Second Language Prosody And Computer Modeling
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Author : Okim Kang
language : en
Publisher: Routledge
Release Date : 2021-09-13

Second Language Prosody And Computer Modeling written by Okim Kang and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-13 with Language Arts & Disciplines categories.


This volume presents an interdisciplinary approach to the study of second language prosody and computer modeling. It addresses the importance of prosody’s role in communication, bridging the gap between applied linguistics and computer science. The book illustrates the growing importance of the relationship between automated speech recognition systems and language learning assessment in light of new technologies and showcases how the study of prosody in this context in particular can offer innovative insights into the computerized process of natural discourse. The book offers detailed accounts of different methods of analysis and computer models used and demonstrates how these models can be applied to L2 discourse analysis toward predicting real-world language use. Kang, Johnson, and Kermad also use these frameworks as a jumping-off point from which to propose new models of second language prosody and future directions for prosodic computer modeling more generally. Making the case for the use of naturalistic data for real-world applications in empirical research, this volume will foster interdisciplinary dialogues across students and researchers in applied linguistics, speech communication, speech science, and computer engineering.



Progress In Pattern Recognition Image Analysis Computer Vision And Applications


Progress In Pattern Recognition Image Analysis Computer Vision And Applications
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Author : Alvaro Pardo
language : en
Publisher: Springer
Release Date : 2015-10-24

Progress In Pattern Recognition Image Analysis Computer Vision And Applications written by Alvaro Pardo and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-24 with Computers categories.


This book constitutes the refereed proceedings of the 20th Iberoamerican Congress on Pattern Recognition, CIARP 2015, held in Montevideo, Uruguay, in November 2015. The 95 papers presented were carefully reviewed and selected from 185 submissions. The papers are organized in topical sections on applications on pattern recognition; biometrics; computer vision; gesture recognition; image classification and retrieval; image coding, processing and analysis; segmentation, analysis of shape and texture; signals analysis and processing; theory of pattern recognition; video analysis, segmentation and tracking.



Robust Speaker Recognition In Noisy Environments


Robust Speaker Recognition In Noisy Environments
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Author : K. Sreenivasa Rao
language : en
Publisher: Springer
Release Date : 2014-06-21

Robust Speaker Recognition In Noisy Environments written by K. Sreenivasa Rao and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-21 with Technology & Engineering categories.


This book discusses speaker recognition methods to deal with realistic variable noisy environments. The text covers authentication systems for; robust noisy background environments, functions in real time and incorporated in mobile devices. The book focuses on different approaches to enhance the accuracy of speaker recognition in presence of varying background environments. The authors examine: (a) Feature compensation using multiple background models, (b) Feature mapping using data-driven stochastic models, (c) Design of super vector- based GMM-SVM framework for robust speaker recognition, (d) Total variability modeling (i-vectors) in a discriminative framework and (e) Boosting method to fuse evidences from multiple SVM models.



Forensic Speaker Recognition


Forensic Speaker Recognition
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Author : Amy Neustein
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-10-05

Forensic Speaker Recognition written by Amy Neustein and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-10-05 with Technology & Engineering categories.


Forensic Speaker Recognition: Law Enforcement and Counter-Terrorism is an anthology of the research findings of 35 speaker recognition experts from around the world. The volume provides a multidimensional view of the complex science involved in determining whether a suspect’s voice truly matches forensic speech samples, collected by law enforcement and counter-terrorism agencies, that are associated with the commission of a terrorist act or other crimes. While addressing such topics as the challenges of forensic case work, handling speech signal degradation, analyzing features of speaker recognition to optimize voice verification system performance, and designing voice applications that meet the practical needs of law enforcement and counter-terrorism agencies, this material all sounds a common theme: how the rigors of forensic utility are demanding new levels of excellence in all aspects of speaker recognition. The contributors are among the most eminent scientists in speech engineering and signal processing; and their work represents such diverse countries as Switzerland, Sweden, Italy, France, Japan, India and the United States. Forensic Speaker Recognition is a useful book for forensic speech scientists, speech signal processing experts, speech system developers, criminal prosecutors and counter-terrorism intelligence officers and agents.



Language Identification Using Spectral And Prosodic Features


Language Identification Using Spectral And Prosodic Features
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Author : K. Sreenivasa Rao
language : en
Publisher: Springer
Release Date : 2015-03-31

Language Identification Using Spectral And Prosodic Features written by K. Sreenivasa Rao and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-31 with Technology & Engineering categories.


This book discusses the impact of spectral features extracted from frame level, glottal closure regions, and pitch-synchronous analysis on the performance of language identification systems. In addition to spectral features, the authors explore prosodic features such as intonation, rhythm, and stress features for discriminating the languages. They present how the proposed spectral and prosodic features capture the language specific information from two complementary aspects, showing how the development of language identification (LID) system using the combination of spectral and prosodic features will enhance the accuracy of identification as well as improve the robustness of the system. This book provides the methods to extract the spectral and prosodic features at various levels, and also suggests the appropriate models for developing robust LID systems according to specific spectral and prosodic features. Finally, the book discuss about various combinations of spectral and prosodic features, and the desired models to enhance the performance of LID systems.