Spoken Language Processing

Spoken Language Processing PDF Author: Xuedong Huang
Publisher: Prentice Hall
ISBN:
Category : Computers
Languages : en
Pages : 1018

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Book Description
Remarkable progress is being made in spoken language processing, but many powerful techniques have remained hidden in conference proceedings and academic papers, inaccessible to most practitioners. In this book, the leaders of the Speech Technology Group at Microsoft Research share these advances -- presenting not just the latest theory, but practical techniques for building commercially viable products.KEY TOPICS: Spoken Language Processing draws upon the latest advances and techniques from multiple fields: acoustics, phonology, phonetics, linguistics, semantics, pragmatics, computer science, electrical engineering, mathematics, syntax, psychology, and beyond. The book begins by presenting essential background on speech production and perception, probability and information theory, and pattern recognition. The authors demonstrate how to extract useful information from the speech signal; then present a variety of contemporary speech recognition techniques, including hidden Markov models, acoustic and language modeling, and techniques for improving resistance to environmental noise. Coverage includes decoders, search algorithms, large vocabulary speech recognition techniques, text-to-speech, spoken language dialog management, user interfaces, and interaction with non-speech interface modalities. The authors also present detailed case studies based on Microsoft's advanced prototypes, including the Whisper speech recognizer, Whistler text-to-speech system, and MiPad handheld computer.MARKET: For anyone involved with planning, designing, building, or purchasing spoken language technology.

Spoken Language Understanding

Spoken Language Understanding PDF Author: Gokhan Tur
Publisher: John Wiley & Sons
ISBN: 1119993946
Category : Language Arts & Disciplines
Languages : en
Pages : 443

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Book Description
Spoken language understanding (SLU) is an emerging field in between speech and language processing, investigating human/ machine and human/ human communication by leveraging technologies from signal processing, pattern recognition, machine learning and artificial intelligence. SLU systems are designed to extract the meaning from speech utterances and its applications are vast, from voice search in mobile devices to meeting summarization, attracting interest from both commercial and academic sectors. Both human/machine and human/human communications can benefit from the application of SLU, using differing tasks and approaches to better understand and utilize such communications. This book covers the state-of-the-art approaches for the most popular SLU tasks with chapters written by well-known researchers in the respective fields. Key features include: Presents a fully integrated view of the two distinct disciplines of speech processing and language processing for SLU tasks. Defines what is possible today for SLU as an enabling technology for enterprise (e.g., customer care centers or company meetings), and consumer (e.g., entertainment, mobile, car, robot, or smart environments) applications and outlines the key research areas. Provides a unique source of distilled information on methods for computer modeling of semantic information in human/machine and human/human conversations. This book can be successfully used for graduate courses in electronics engineering, computer science or computational linguistics. Moreover, technologists interested in processing spoken communications will find it a useful source of collated information of the topic drawn from the two distinct disciplines of speech processing and language processing under the new area of SLU.

Speech & Language Processing

Speech & Language Processing PDF Author: Dan Jurafsky
Publisher: Pearson Education India
ISBN: 9788131716724
Category :
Languages : en
Pages : 912

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Book Description


Understanding and Using Spoken Language

Understanding and Using Spoken Language PDF Author: Catherine Delamain
Publisher: Routledge
ISBN: 9780863885150
Category : Communicative competence in children
Languages : en
Pages : 287

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Book Description
Aimed at teachers and speech and language therapists, this title presents a collection of games and activities for seven- to nine-year-olds or older children with impaired communication skills. The material is compatible with new National Curriculum guidelines on using and understanding language.

Native Listening

Native Listening PDF Author: Anne Cutler
Publisher: MIT Press
ISBN: 0262527510
Category : Language Arts & Disciplines
Languages : en
Pages : 575

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Book Description
An argument that the way we listen to speech is shaped by our experience with our native language. Understanding speech in our native tongue seems natural and effortless; listening to speech in a nonnative language is a different experience. In this book, Anne Cutler argues that listening to speech is a process of native listening because so much of it is exquisitely tailored to the requirements of the native language. Her cross-linguistic study (drawing on experimental work in languages that range from English and Dutch to Chinese and Japanese) documents what is universal and what is language specific in the way we listen to spoken language. Cutler describes the formidable range of mental tasks we carry out, all at once, with astonishing speed and accuracy, when we listen. These include evaluating probabilities arising from the structure of the native vocabulary, tracking information to locate the boundaries between words, paying attention to the way the words are pronounced, and assessing not only the sounds of speech but prosodic information that spans sequences of sounds. She describes infant speech perception, the consequences of language-specific specialization for listening to other languages, the flexibility and adaptability of listening (to our native languages), and how language-specificity and universality fit together in our language processing system. Drawing on her four decades of work as a psycholinguist, Cutler documents the recent growth in our knowledge about how spoken-word recognition works and the role of language structure in this process. Her book is a significant contribution to a vibrant and rapidly developing field.

Natural Language Processing and Chinese Computing

Natural Language Processing and Chinese Computing PDF Author: Min Zhang
Publisher: Springer
ISBN: 3319994956
Category : Computers
Languages : en
Pages : 501

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Book Description
This two volume set of LNAI 11108 and LNAI 11109 constitutes the refereed proceedings of the 7th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2018, held in Hohhot, China, in August 2018. The 55 full papers and 31 short papers presented were carefully reviewed and selected from 308 submissions. The papers of the first volume are organized in the following topics: conversational Bot/QA/IR; knowledge graph/IE; machine learning for NLP; machine translation; and NLP applications. The papers of the second volume are organized as follows: NLP for social network; NLP fundamentals; text mining; and short papers.

Recent Research Towards Advanced Man-Machine Interface Through Spoken Language

Recent Research Towards Advanced Man-Machine Interface Through Spoken Language PDF Author: H. Fujisaki
Publisher: Elsevier
ISBN: 9780080540351
Category : Technology & Engineering
Languages : en
Pages : 525

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Book Description
The spoken language is the most important means of human information transmission. Thus, as we enter the age of the Information Society, the use of the man-machine interface through the spoken language becomes increasingly important. Due to the extent of the problems involved, however, full realization of such an interface calls for coordination of research efforts beyond the scope of a single group or institution. Thus a nationwide research project was conceived and started in 1987 as one of the first Priority Research Areas supported by the Ministry of Education, Science and Culture of Japan. The project was carried out in collaboration with over 190 researchers in Japan. The present volume begins with an overview of the project, followed by 41 papers presented at the symposia. This work is expected to serve as an important source of information on each of the nine topics adopted for intensive study under the project. This book will serve as a guideline for further work in the important scientific and technological field of spoken language processing.

Natural Interaction with Robots, Knowbots and Smartphones

Natural Interaction with Robots, Knowbots and Smartphones PDF Author: Joseph Mariani
Publisher: Springer Science & Business Media
ISBN: 1461482801
Category : Technology & Engineering
Languages : en
Pages : 385

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Book Description
These proceedings presents the state-of-the-art in spoken dialog systems with applications in robotics, knowledge access and communication. It addresses specifically: 1. Dialog for interacting with smartphones; 2. Dialog for Open Domain knowledge access; 3. Dialog for robot interaction; 4. Mediated dialog (including crosslingual dialog involving Speech Translation); and,5. Dialog quality evaluation. These articles were presented at the IWSDS 2012 workshop.

Uncommon Understanding (Classic Edition)

Uncommon Understanding (Classic Edition) PDF Author: Dorothy V. M. Bishop
Publisher: Psychology Press
ISBN: 1134607180
Category : Psychology
Languages : en
Pages : 368

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Book Description
This is a Classic Edition of Dorothy Bishop's award-winning textbook on the development of language comprehension, which has been in print since 1997, and now includes a new introduction from the author. The book won the British Psychological Society book award in 1999, and is now widely seen as a classic in the field of developmental language disorders. Uncommon Understanding provides a comprehensive account of the process of comprehension, from the reception of an acoustic signal, to the interpretation of communicative intentions, and integrates a vast field of research on language acquisition, psycholinguistics and neuropsychology. In the new introduction Dorothy Bishop reflects on the organization of the book, and developments in the field since the book was first published. A major theme in the book is that comprehension should not be viewed as a unitary skill – to understand spoken language one needs the ability to classify incoming speech sounds, to relate them to a "mental lexicon," to interpret the propositions encoded by word order and grammatical inflections, and to use information from the environmental and social context to grasp an intended meaning. Another important theme is that although neuropsychological and experimental research on adult comprehension provides useful concepts and methods for assessing comprehension, it should be applied with caution, because a sequential, bottom-up information processing model of comprehension is ill-suited to the developmental context. Although the main focus of the book is on research and theory, rather than practical matters of assessment and intervention, the theoretical framework presented in the book will continue to help clinicians develop a clearer understanding of what comprehension involves, and how different types of difficulty may be pin-pointed.

Speech and Computer

Speech and Computer PDF Author: Alexey Karpov
Publisher: Springer Nature
ISBN: 3030878023
Category : Computers
Languages : en
Pages : 856

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Book Description
This book constitutes the proceedings of the 23rd International Conference on Speech and Computer, SPECOM 2021, held in St. Petersburg, Russia, in September 2021.* The 74 papers presented were carefully reviewed and selected from 163 submissions. The papers present current research in the area of computer speech processing including audio signal processing, automatic speech recognition, speaker recognition, computational paralinguistics, speech synthesis, sign language and multimodal processing, and speech and language resources. *Due to the COVID-19 pandemic, SPECOM 2021 was held as a hybrid event.