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Speech Recognition Using Articulatory And Excitation Source Features
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Book Synopsis Speech Recognition Using Articulatory and Excitation Source Features by : K. Sreenivasa Rao
Download or read book Speech Recognition Using Articulatory and Excitation Source Features written by K. Sreenivasa Rao and published by Springer. This book was released on 2017-01-11 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the contribution of articulatory and excitation source information in discriminating sound units. The authors focus on excitation source component of speech -- and the dynamics of various articulators during speech production -- for enhancement of speech recognition (SR) performance. Speech recognition is analyzed for read, extempore, and conversation modes of speech. Five groups of articulatory features (AFs) are explored for speech recognition, in addition to conventional spectral features. Each chapter provides the motivation for exploring the specific feature for SR task, discusses the methods to extract those features, and finally suggests appropriate models to capture the sound unit specific knowledge from the proposed features. The authors close by discussing various combinations of spectral, articulatory and source features, and the desired models to enhance the performance of SR systems.
Book Synopsis Multilingual Phone Recognition in Indian Languages by : K.E Manjunath
Download or read book Multilingual Phone Recognition in Indian Languages written by K.E Manjunath and published by Springer Nature. This book was released on 2021-10-05 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents current research and developments in multilingual speech recognition. The author presents a Multilingual Phone Recognition System (Multi-PRS), developed using a common multilingual phone-set derived from the International Phonetic Alphabets (IPA) based transcription of six Indian languages - Kannada, Telugu, Bengali, Odia, Urdu, and Assamese. The author shows how the performance of Multi-PRS can be improved using tandem features. The book compares Monolingual Phone Recognition Systems (Mono-PRS) versus Multi-PRS and baseline versus tandem system. Methods are proposed to predict Articulatory Features (AFs) from spectral features using Deep Neural Networks (DNN). Multitask learning is explored to improve the prediction accuracy of AFs. Then, the AFs are explored to improve the performance of Multi-PRS using lattice rescoring method of combination and tandem method of combination. The author goes on to develop and evaluate the Language Identification followed by Monolingual phone recognition (LID-Mono) and common multilingual phone-set based multilingual phone recognition systems.
Book Synopsis Speech Synthesis and Recognition by : Wendy Holmes
Download or read book Speech Synthesis and Recognition written by Wendy Holmes and published by CRC Press. This book was released on 2002-09-11 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the growing impact of information technology on daily life, speech is becoming increasingly important for providing a natural means of communication between humans and machines. This extensively reworked and updated new edition of Speech Synthesis and Recognition is an easy-to-read introduction to current speech technology. Aimed at advanced undergraduates and graduates in electronic engineering, computer science and information technology, the book is also relevant to professional engineers who need to understand enough about speech technology to be able to apply it successfully and to work effectively with speech experts. No advanced mathematical ability is required and no specialist prior knowledge of phonetics or of the properties of speech signals is assumed.
Book Synopsis Smart Computing Paradigms: New Progresses and Challenges by : Atilla Elçi
Download or read book Smart Computing Paradigms: New Progresses and Challenges written by Atilla Elçi and published by Springer Nature. This book was released on 2019-11-30 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume book focuses on both theory and applications in the broad areas of communication technology, computer science and information security. It brings together contributions from scientists, professors, scholars and students, and presents essential information on computing, networking, and informatics. It also discusses the practical challenges encountered and the solutions used to overcome them, the goal being to promote the “translation” of basic research into applied research, and of applied research into practice. The works presented here will also demonstrate the importance of basic scientific research in a range of fields.
Book Synopsis The Stationary Bionic Wavelet Transform and its Applications for ECG and Speech Processing by : Talbi Mourad
Download or read book The Stationary Bionic Wavelet Transform and its Applications for ECG and Speech Processing written by Talbi Mourad and published by Springer Nature. This book was released on 2022-02-14 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book first details a proposed Stationary Bionic Wavelet Transform (SBWT) for use in speech processing. The author then details the proposed techniques based on SBWT. These techniques are relevant to speech enhancement, speech recognition, and ECG de-noising. The techniques are then evaluated by comparing them to a number of methods existing in literature. For evaluating the proposed techniques, results are applied to different speech and ECG signals and their performances are justified from the results obtained from using objective criterion such as SNR, SSNR, PSNR, PESQ , MAE, MSE and more.
Book Synopsis Intelligent Computing and Optimization by : Pandian Vasant
Download or read book Intelligent Computing and Optimization written by Pandian Vasant and published by Springer Nature. This book was released on 2023-12-14 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book of Springer Nature is another proof of Springer’s outstanding greatness on the lively interface of Holistic Computational Optimization, Green IoTs, Smart Modeling, and Deep Learning! It is a masterpiece of what our community of academics and experts can provide when an interconnected approach of joint, mutual, and meta-learning is supported by advanced operational research and experience of the World-Leader Springer Nature! The 6th edition of International Conference on Intelligent Computing and Optimization took place at G Hua Hin Resort & Mall on April 27–28, 2023, with tremendous support from the global research scholars across the planet. Objective is to celebrate “Research Novelty with Compassion and Wisdom” with researchers, scholars, experts, and investigators in Intelligent Computing and Optimization across the globe, to share knowledge, experience, and innovation—a marvelous opportunity for discourse and mutuality by novel research, invention, and creativity. This proceedings book of the 6th ICO’2023 is published by Springer Nature—Quality Label of Enlightenment.
Book Synopsis Speech Recognition, Articulatory Feature Detection, and Speech Synthesis in Multiple Languages by :
Download or read book Speech Recognition, Articulatory Feature Detection, and Speech Synthesis in Multiple Languages written by and published by . This book was released on 2009 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt: This document provides a summary of work completed by General Dynamics under the work unit 71840871, Speech Interfaces for Multinational Collaboration, for the period August 2004 to February 2009 under contract FA8650-04-C-6443. The speech technologies developed during this period include speech recognizers, Articulatory Feature (AF) detectors, and speech synthesizers. Speech recognition systems were developed for 15 different languages, and three methods were investigated for improving the performance of the systems: vocal tract length normalization, speaker adaptive training, and recognizer output voting error reduction. English AF detectors were developed using Gaussian mixture models, two-class Multi-Layer Perceptrons (MLPs), fusion MLPs, and multi-class MLPs. The outputs of the AF detectors were used to form the feature set for a speech recognizer. Speech synthesis systems were created for 13 different languages, and the following system modifications were investigated: expanding the label set to include additional contextual factors, changing the minimum description length control factor, and applying speaker clustering and adaption to create new voices. In addition, two graphical user interfaces were developed for training new voices and synthesizing speech in real-time.
Book Synopsis Workshops at 18th International Conference on Intelligent Environments (IE2022) by : H.H. Alvarez Valera
Download or read book Workshops at 18th International Conference on Intelligent Environments (IE2022) written by H.H. Alvarez Valera and published by IOS Press. This book was released on 2022-07-05 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term Intelligent Environments (IEs) refers to physical spaces in which information and communication technologies are interwoven with sensing technologies, innovative user interfaces, robotics and artificial intelligence to create interactive spaces which increase the awareness and enhance the experience of those occupying them. The growing IE community is rooted in academia, but increasingly involves practitioners. It explores the core ideas of IEs as well as the factors necessary to make them a reality, such as energy efficiency, the computational constraints of edge devices and privacy issues. This book presents papers from Workshops held during the 18th International Conference on Intelligent Environments, IE2022, held as a hybrid conference in Biarritz, France, from 20 to 23 June 2022. The conference is now recognized as a major annual venue in the field of IE. It offers a truly international forum for the exchange of information and ideas, and welcomes contributions from all technically active regions of the planet. Included here are 35 papers from the 1st International Workshop on Sentiment Analysis and Emotion Recognition for Social Robots (SENTIRobots’22); 1st International Workshop on Edge AI for Smart Agriculture (EAISA’22); 2nd International Workshop on Artificial Intelligence and Machine Learning for Emerging Topics (ALLEGET’22); 11th International Workshop on the Reliability of Intelligent Environments (WoRIE’22); 2nd International Workshop on Self-Learning in Intelligent Environments (SeLIE’22); 5th Workshop on Citizen Centric Smart Cities Solutions (CCSCS’22); 11th International Workshop on Intelligent Environments Supporting Healthcare and Well-being (WISHWell’22) Exploring some of the latest research and developments in the field, the book will be of interest to all those working with intelligent environments and its associated technologies.
Book Synopsis Marine Navigation by : Adam Weintrit
Download or read book Marine Navigation written by Adam Weintrit and published by CRC Press. This book was released on 2017-07-14 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 12th International Conference on Marine Navigation and Safety of Sea Transportation (TransNav 2017) will take place on June 21-23 in Gdynia, Poland. Main themes of this conference include: electronic navigation, route planning, mathematical models, methods and algorithms, ships manoeuvring, navigational risks, Global Navigation Satellite Systems (GNSS), Automatic Identification System (AIS), marine radar, anti-collision, dynamic positioning, visualization of data, hydrometereological aspects and weather routing, safety at sea, inland navigation, autonomous water transport, communications and global maritime distress and safety system (GMDSS), port ant routes optimum location and magnetic compasses.
Book Synopsis Speech Synthesis and Recognition by : Wendy Holmes
Download or read book Speech Synthesis and Recognition written by Wendy Holmes and published by CRC Press. This book was released on 2002-09-11 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the growing impact of information technology on daily life, speech is becoming increasingly important for providing a natural means of communication between humans and machines. This extensively reworked and updated new edition of Speech Synthesis and Recognition is an easy-to-read introduction to current speech technology. Aimed at advanced undergraduates and graduates in electronic engineering, computer science and information technology, the book is also relevant to professional engineers who need to understand enough about speech technology to be able to apply it successfully and to work effectively with speech experts. No advanced mathematical ability is required and no specialist prior knowledge of phonetics or of the properties of speech signals is assumed.
Book Synopsis Artificial Intelligence for Environmental Sustainability and Green Initiatives by : Aboul Ella Hassanien
Download or read book Artificial Intelligence for Environmental Sustainability and Green Initiatives written by Aboul Ella Hassanien and published by Springer Nature. This book was released on with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Introduction to Digital Speech Processing by : Lawrence R. Rabiner
Download or read book Introduction to Digital Speech Processing written by Lawrence R. Rabiner and published by Now Publishers Inc. This book was released on 2007 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides the reader with a practical introduction to the wide range of important concepts that comprise the field of digital speech processing. Students of speech research and researchers working in the field can use this as a reference guide.
Book Synopsis Articulatory Features for Conversational Speech Recognition by : Florian Metze
Download or read book Articulatory Features for Conversational Speech Recognition written by Florian Metze and published by . This book was released on 2005 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Speech Synthesis and Recognition by : J. N. Holmes
Download or read book Speech Synthesis and Recognition written by J. N. Holmes and published by Chapman & Hall. This book was released on 1988 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Neural Networks and Statistical Learning by : Ke-Lin Du
Download or read book Neural Networks and Statistical Learning written by Ke-Lin Du and published by Springer Nature. This book was released on 2019-09-12 with total page 988 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a broad yet detailed introduction to neural networks and machine learning in a statistical framework. A single, comprehensive resource for study and further research, it explores the major popular neural network models and statistical learning approaches with examples and exercises and allows readers to gain a practical working understanding of the content. This updated new edition presents recently published results and includes six new chapters that correspond to the recent advances in computational learning theory, sparse coding, deep learning, big data and cloud computing. Each chapter features state-of-the-art descriptions and significant research findings. The topics covered include: • multilayer perceptron; • the Hopfield network; • associative memory models;• clustering models and algorithms; • t he radial basis function network; • recurrent neural networks; • nonnegative matrix factorization; • independent component analysis; •probabilistic and Bayesian networks; and • fuzzy sets and logic. Focusing on the prominent accomplishments and their practical aspects, this book provides academic and technical staff, as well as graduate students and researchers with a solid foundation and comprehensive reference on the fields of neural networks, pattern recognition, signal processing, and machine learning.
Book Synopsis Language Identification Using Excitation Source Features by : K. Sreenivasa Rao
Download or read book Language Identification Using Excitation Source Features written by K. Sreenivasa Rao and published by Springer. This book was released on 2015-04-15 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the contribution of excitation source information in discriminating language. The authors focus on the excitation source component of speech for enhancement of language identification (LID) performance. Language specific features are extracted using two different modes: (i) Implicit processing of linear prediction (LP) residual and (ii) Explicit parameterization of linear prediction residual. The book discusses how in implicit processing approach, excitation source features are derived from LP residual, Hilbert envelope (magnitude) of LP residual and Phase of LP residual; and in explicit parameterization approach, LP residual signal is processed in spectral domain to extract the relevant language specific features. The authors further extract source features from these modes, which are combined for enhancing the performance of LID systems. The proposed excitation source features are also investigated for LID in background noisy environments. Each chapter of this book provides the motivation for exploring the specific feature for LID task, and subsequently discuss the methods to extract those features and finally suggest appropriate models to capture the language specific knowledge from the proposed features. Finally, the book discuss about various combinations of spectral and source features, and the desired models to enhance the performance of LID systems.
Book Synopsis Performance Analysis of an Automatic Speech Recognition System Augmented with Articulatory Features in Clean and Noisy Environments by : Praneeth Reddy Jannapu Reddy
Download or read book Performance Analysis of an Automatic Speech Recognition System Augmented with Articulatory Features in Clean and Noisy Environments written by Praneeth Reddy Jannapu Reddy and published by . This book was released on 2008 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt:
