Author: Aditi Lahiri
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110422654
Category : Language Arts & Disciplines
Languages : en
Pages : 266
Book Description
In this book, some of today’s leading neurolinguists and psycholinguists provide insight into the nature of phonological processing using behavioural measures, computational modeling, EEG and fMRI. The essays cover a range of topics including categorization, acoustic variability and invariance, underspecification, talker-specificity and machine learning, focusing on the acoustics, perception, acquisition and neural representation of speech.
The Speech Processing Lexicon
Author: Aditi Lahiri
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110422654
Category : Language Arts & Disciplines
Languages : en
Pages : 266
Book Description
In this book, some of today’s leading neurolinguists and psycholinguists provide insight into the nature of phonological processing using behavioural measures, computational modeling, EEG and fMRI. The essays cover a range of topics including categorization, acoustic variability and invariance, underspecification, talker-specificity and machine learning, focusing on the acoustics, perception, acquisition and neural representation of speech.
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110422654
Category : Language Arts & Disciplines
Languages : en
Pages : 266
Book Description
In this book, some of today’s leading neurolinguists and psycholinguists provide insight into the nature of phonological processing using behavioural measures, computational modeling, EEG and fMRI. The essays cover a range of topics including categorization, acoustic variability and invariance, underspecification, talker-specificity and machine learning, focusing on the acoustics, perception, acquisition and neural representation of speech.
Lexicon Development for Speech and Language Processing
Author: Frank Van Eynde
Publisher: Springer
ISBN: 9401094586
Category : Language Arts & Disciplines
Languages : en
Pages : 302
Book Description
This work offers a survey of methods and techniques for structuring, acquiring and maintaining lexical resources for speech and language processing. The first chapter provides a broad survey of the field of computational lexicography, introducing most of the issues, terms and topics which are addressed in more detail in the rest of the book. The next two chapters focus on the structure and the content of man-made lexicons, concentrating respectively on (morpho- )syntactic and (morpho- )phonological information. Both chapters adopt a declarative constraint-based methodology and pay ample attention to the various ways in which lexical generalizations can be formalized and exploited to enhance the consistency and to reduce the redundancy of lexicons. A complementary perspective is offered in the next two chapters, which present techniques for automatically deriving lexical resources from text corpora. These chapters adopt an inductive data-oriented methodology and focus also on methods for tokenization, lemmatization and shallow parsing. The next three chapters focus on speech synthesis and speech recognition.
Publisher: Springer
ISBN: 9401094586
Category : Language Arts & Disciplines
Languages : en
Pages : 302
Book Description
This work offers a survey of methods and techniques for structuring, acquiring and maintaining lexical resources for speech and language processing. The first chapter provides a broad survey of the field of computational lexicography, introducing most of the issues, terms and topics which are addressed in more detail in the rest of the book. The next two chapters focus on the structure and the content of man-made lexicons, concentrating respectively on (morpho- )syntactic and (morpho- )phonological information. Both chapters adopt a declarative constraint-based methodology and pay ample attention to the various ways in which lexical generalizations can be formalized and exploited to enhance the consistency and to reduce the redundancy of lexicons. A complementary perspective is offered in the next two chapters, which present techniques for automatically deriving lexical resources from text corpora. These chapters adopt an inductive data-oriented methodology and focus also on methods for tokenization, lemmatization and shallow parsing. The next three chapters focus on speech synthesis and speech recognition.
The Generative Lexicon
Author: James Pustejovsky
Publisher: MIT Press
ISBN: 9780262661409
Category : Language Arts & Disciplines
Languages : en
Pages : 318
Book Description
The first formally elaborated theory of a generative approach to word meaning, The Generative Lexicon lays the foundation for an implemented computational treatment of word meaning that connects explicitly to a compositional semantics. The Generative Lexicon presents a novel and exciting theory of lexical semantics that addresses the problem of the "multiplicity of word meaning"; that is, how we are able to give an infinite number of senses to words with finite means. The first formally elaborated theory of a generative approach to word meaning, it lays the foundation for an implemented computational treatment of word meaning that connects explicitly to a compositional semantics. In contrast to the static view of word meaning (where each word is characterized by a predetermined number of word senses) that imposes a tremendous bottleneck on the performance capability of any natural language processing system, Pustejovsky proposes that the lexicon becomes an active—and central—component in the linguistic description. The essence of his theory is that the lexicon functions generatively, first by providing a rich and expressive vocabulary for characterizing lexical information; then, by developing a framework for manipulating fine-grained distinctions in word descriptions; and finally, by formalizing a set of mechanisms for specialized composition of aspects of such descriptions of words, as they occur in context, extended and novel senses are generated. The subjects covered include semantics of nominals (figure/ground nominals, relational nominals, and other event nominals); the semantics of causation (in particular, how causation is lexicalized in language, including causative/unaccusatives, aspectual predicates, experiencer predicates, and modal causatives); how semantic types constrain syntactic expression (such as the behavior of type shifting and type coercion operations); a formal treatment of event semantics with subevents); and a general treatment of the problem of polysemy. Language, Speech, and Communication series
Publisher: MIT Press
ISBN: 9780262661409
Category : Language Arts & Disciplines
Languages : en
Pages : 318
Book Description
The first formally elaborated theory of a generative approach to word meaning, The Generative Lexicon lays the foundation for an implemented computational treatment of word meaning that connects explicitly to a compositional semantics. The Generative Lexicon presents a novel and exciting theory of lexical semantics that addresses the problem of the "multiplicity of word meaning"; that is, how we are able to give an infinite number of senses to words with finite means. The first formally elaborated theory of a generative approach to word meaning, it lays the foundation for an implemented computational treatment of word meaning that connects explicitly to a compositional semantics. In contrast to the static view of word meaning (where each word is characterized by a predetermined number of word senses) that imposes a tremendous bottleneck on the performance capability of any natural language processing system, Pustejovsky proposes that the lexicon becomes an active—and central—component in the linguistic description. The essence of his theory is that the lexicon functions generatively, first by providing a rich and expressive vocabulary for characterizing lexical information; then, by developing a framework for manipulating fine-grained distinctions in word descriptions; and finally, by formalizing a set of mechanisms for specialized composition of aspects of such descriptions of words, as they occur in context, extended and novel senses are generated. The subjects covered include semantics of nominals (figure/ground nominals, relational nominals, and other event nominals); the semantics of causation (in particular, how causation is lexicalized in language, including causative/unaccusatives, aspectual predicates, experiencer predicates, and modal causatives); how semantic types constrain syntactic expression (such as the behavior of type shifting and type coercion operations); a formal treatment of event semantics with subevents); and a general treatment of the problem of polysemy. Language, Speech, and Communication series
Speech Processing for IP Networks
Author: David Burke
Publisher: John Wiley & Sons
ISBN: 9780470060605
Category : Technology & Engineering
Languages : en
Pages : 368
Book Description
Media Resource Control Protocol (MRCP) is a new IETF protocol, providing a key enabling technology that eases the integration of speech technologies into network equipment and accelerates their adoption resulting in exciting and compelling interactive services to be delivered over the telephone. MRCP leverages IP telephony and Web technologies such as SIP, HTTP, and XML (Extensible Markup Language) to deliver an open standard, vendor-independent, and versatile interface to speech engines. Speech Processing for IP Networks brings these technologies together into a single volume, giving the reader a solid technical understanding of the principles of MRCP, how it leverages other protocols and specifications for its operation, and how it is applied in modern IP-based telecommunication networks. Focusing on the MRCPv2 standard developed by the IETF SpeechSC Working Group, this book will also provide an overview of its precursor, MRCPv1. Speech Processing for IP Networks: Gives a complete background on the technologies required by MRCP to function, including SIP (Session Initiation Protocol), RTP (Real-time Transport Protocol), and HTTP (Hypertext Transfer Protocol). Covers relevant W3C data representation formats including Speech Synthesis Markup Language (SSML), Speech Recognition Grammar Specification (SRGS), Semantic Interpretation for Speech Recognition (SISR), and Pronunciation Lexicon Specification (PLS). Describes VoiceXML - the leading approach for programming cutting-edge speech applications and a key driver to the development of many of MRCP’s features. Explains advanced topics such as VoiceXML and MRCP interworking. This text will be an invaluable resource for technical managers, product managers, software developers, and technical marketing professionals working for network equipment manufacturers, speech engine vendors, and network operators. Advanced students on computer science and engineering courses will also find this to be a useful guide.
Publisher: John Wiley & Sons
ISBN: 9780470060605
Category : Technology & Engineering
Languages : en
Pages : 368
Book Description
Media Resource Control Protocol (MRCP) is a new IETF protocol, providing a key enabling technology that eases the integration of speech technologies into network equipment and accelerates their adoption resulting in exciting and compelling interactive services to be delivered over the telephone. MRCP leverages IP telephony and Web technologies such as SIP, HTTP, and XML (Extensible Markup Language) to deliver an open standard, vendor-independent, and versatile interface to speech engines. Speech Processing for IP Networks brings these technologies together into a single volume, giving the reader a solid technical understanding of the principles of MRCP, how it leverages other protocols and specifications for its operation, and how it is applied in modern IP-based telecommunication networks. Focusing on the MRCPv2 standard developed by the IETF SpeechSC Working Group, this book will also provide an overview of its precursor, MRCPv1. Speech Processing for IP Networks: Gives a complete background on the technologies required by MRCP to function, including SIP (Session Initiation Protocol), RTP (Real-time Transport Protocol), and HTTP (Hypertext Transfer Protocol). Covers relevant W3C data representation formats including Speech Synthesis Markup Language (SSML), Speech Recognition Grammar Specification (SRGS), Semantic Interpretation for Speech Recognition (SISR), and Pronunciation Lexicon Specification (PLS). Describes VoiceXML - the leading approach for programming cutting-edge speech applications and a key driver to the development of many of MRCP’s features. Explains advanced topics such as VoiceXML and MRCP interworking. This text will be an invaluable resource for technical managers, product managers, software developers, and technical marketing professionals working for network equipment manufacturers, speech engine vendors, and network operators. Advanced students on computer science and engineering courses will also find this to be a useful guide.
Multilingual Speech Processing
Author: Tanja Schultz
Publisher: Elsevier
ISBN: 0080457622
Category : Computers
Languages : en
Pages : 540
Book Description
Tanja Schultz and Katrin Kirchhoff have compiled a comprehensive overview of speech processing from a multilingual perspective. By taking this all-inclusive approach to speech processing, the editors have included theories, algorithms, and techniques that are required to support spoken input and output in a large variety of languages. Multilingual Speech Processing presents a comprehensive introduction to research problems and solutions, both from a theoretical as well as a practical perspective, and highlights technology that incorporates the increasing necessity for multilingual applications in our global community. Current challenges of speech processing and the feasibility of sharing data and system components across different languages guide contributors in their discussions of trends, prognoses and open research issues. This includes automatic speech recognition and speech synthesis, but also speech-to-speech translation, dialog systems, automatic language identification, and handling non-native speech. The book is complemented by an overview of multilingual resources, important research trends, and actual speech processing systems that are being deployed in multilingual human-human and human-machine interfaces. Researchers and developers in industry and academia with different backgrounds but a common interest in multilingual speech processing will find an excellent overview of research problems and solutions detailed from theoretical and practical perspectives. - State-of-the-art research with a global perspective by authors from the USA, Asia, Europe, and South Africa - The only comprehensive introduction to multilingual speech processing currently available - Detailed presentation of technological advances integral to security, financial, cellular and commercial applications
Publisher: Elsevier
ISBN: 0080457622
Category : Computers
Languages : en
Pages : 540
Book Description
Tanja Schultz and Katrin Kirchhoff have compiled a comprehensive overview of speech processing from a multilingual perspective. By taking this all-inclusive approach to speech processing, the editors have included theories, algorithms, and techniques that are required to support spoken input and output in a large variety of languages. Multilingual Speech Processing presents a comprehensive introduction to research problems and solutions, both from a theoretical as well as a practical perspective, and highlights technology that incorporates the increasing necessity for multilingual applications in our global community. Current challenges of speech processing and the feasibility of sharing data and system components across different languages guide contributors in their discussions of trends, prognoses and open research issues. This includes automatic speech recognition and speech synthesis, but also speech-to-speech translation, dialog systems, automatic language identification, and handling non-native speech. The book is complemented by an overview of multilingual resources, important research trends, and actual speech processing systems that are being deployed in multilingual human-human and human-machine interfaces. Researchers and developers in industry and academia with different backgrounds but a common interest in multilingual speech processing will find an excellent overview of research problems and solutions detailed from theoretical and practical perspectives. - State-of-the-art research with a global perspective by authors from the USA, Asia, Europe, and South Africa - The only comprehensive introduction to multilingual speech processing currently available - Detailed presentation of technological advances integral to security, financial, cellular and commercial applications
Lexical Representation and Process
Author: William Marslen-Wilson
Publisher: MIT Press
ISBN: 9780262631426
Category : Computers
Languages : en
Pages : 596
Book Description
The 18 contributions in Lexical Representation and Process provide a coherent and well-documented frame of reference for a field of study that is becoming central to both linguistics and psycholinguistics.
Publisher: MIT Press
ISBN: 9780262631426
Category : Computers
Languages : en
Pages : 596
Book Description
The 18 contributions in Lexical Representation and Process provide a coherent and well-documented frame of reference for a field of study that is becoming central to both linguistics and psycholinguistics.
Speech Perception, Production and Acquisition
Author: Huei‐Mei Liu
Publisher: Springer Nature
ISBN: 9811576068
Category : Foreign Language Study
Languages : en
Pages : 277
Book Description
This book addresses important issues of speech processing and language learning in Chinese. It highlights perception and production of speech in healthy and clinical populations and in children and adults. This book provides diverse perspectives and reviews of cutting-edge research in past decades on how Chinese speech is processed and learned. Along with each chapter, future research directions have been discussed. With these unique features and the broad coverage of topics, this book appeals to not only scholars and students who study speech perception in preverbal infants and in children and adults learning Chinese, but also to teachers with interests in pedagogical applications in teaching Chinese as Second Language.
Publisher: Springer Nature
ISBN: 9811576068
Category : Foreign Language Study
Languages : en
Pages : 277
Book Description
This book addresses important issues of speech processing and language learning in Chinese. It highlights perception and production of speech in healthy and clinical populations and in children and adults. This book provides diverse perspectives and reviews of cutting-edge research in past decades on how Chinese speech is processed and learned. Along with each chapter, future research directions have been discussed. With these unique features and the broad coverage of topics, this book appeals to not only scholars and students who study speech perception in preverbal infants and in children and adults learning Chinese, but also to teachers with interests in pedagogical applications in teaching Chinese as Second Language.
The Bilingual Lexicon
Author: Robert Schreuder
Publisher: John Benjamins Publishing
ISBN: 9027282854
Category : Language Arts & Disciplines
Languages : en
Pages : 317
Book Description
In the study of bilingualism, the lexical level of language is of prime importance because, in practical terms, vocabulary acquisition is an essential prerequisite for the development of skill in language use; from a theoretical point of view, the mental lexicon, as a bridge between form and meaning, plays a crucial role in any model of language processing. A central issue in this volume is at which level of the bilingual speaker's lexicon languages share representations and how language-specific representations may be linked. The contributors favor a dynamic, developmental perspective on bilingualism, which takes account of the change of the mental lexicon over time and pays considerable attention to the acquisition phase. Several papers deal with the level of proficiency and its consequences for bilingual lexical processing, as well as the effects of practice. This discussion raises numerous questions about the notion of (lexical) proficiency and how this can be established by objective standards, an area of study that invites collaboration between researchers working from a theoretical and from a practical background.
Publisher: John Benjamins Publishing
ISBN: 9027282854
Category : Language Arts & Disciplines
Languages : en
Pages : 317
Book Description
In the study of bilingualism, the lexical level of language is of prime importance because, in practical terms, vocabulary acquisition is an essential prerequisite for the development of skill in language use; from a theoretical point of view, the mental lexicon, as a bridge between form and meaning, plays a crucial role in any model of language processing. A central issue in this volume is at which level of the bilingual speaker's lexicon languages share representations and how language-specific representations may be linked. The contributors favor a dynamic, developmental perspective on bilingualism, which takes account of the change of the mental lexicon over time and pays considerable attention to the acquisition phase. Several papers deal with the level of proficiency and its consequences for bilingual lexical processing, as well as the effects of practice. This discussion raises numerous questions about the notion of (lexical) proficiency and how this can be established by objective standards, an area of study that invites collaboration between researchers working from a theoretical and from a practical background.
The Japanese Mental Lexicon
Author: Joseph F. Kess
Publisher: John Benjamins Publishing
ISBN: 9027274185
Category : Language Arts & Disciplines
Languages : en
Pages : 278
Book Description
This book surveys the psycholinguistic dimensions of lexical access to the mental lexicon in Japanese, and attempts to synthesize the diversity of Japanese psycholinguistic research into the nature of written word processing in Japanese. Ten chapters focus on the nature of such psycholinguistic inquiry and its history, the structural origins of the Japanese script types and their relative frequencies, lexical access studies in kanji, the hiragana and katakana syllabaries, romaji, and mixed text processing, laterality preferences in kana/kanji processing and their implications for scientific discussions of language and cognition, evidence from eye-movement studies, the acquisition of orthographic skills by Japanese children, and a review of the implications and conclusions that arise from the contributions of such research. The text is directed at filling the need for an overview of this research because of its importance to theoretical modelling in linguistics and psychology, as well as aphasiology, mathematical and statistical linguistics, educational practices and governmental intervention in respect to language policies, and studies of linguistic and cultural history.
Publisher: John Benjamins Publishing
ISBN: 9027274185
Category : Language Arts & Disciplines
Languages : en
Pages : 278
Book Description
This book surveys the psycholinguistic dimensions of lexical access to the mental lexicon in Japanese, and attempts to synthesize the diversity of Japanese psycholinguistic research into the nature of written word processing in Japanese. Ten chapters focus on the nature of such psycholinguistic inquiry and its history, the structural origins of the Japanese script types and their relative frequencies, lexical access studies in kanji, the hiragana and katakana syllabaries, romaji, and mixed text processing, laterality preferences in kana/kanji processing and their implications for scientific discussions of language and cognition, evidence from eye-movement studies, the acquisition of orthographic skills by Japanese children, and a review of the implications and conclusions that arise from the contributions of such research. The text is directed at filling the need for an overview of this research because of its importance to theoretical modelling in linguistics and psychology, as well as aphasiology, mathematical and statistical linguistics, educational practices and governmental intervention in respect to language policies, and studies of linguistic and cultural history.
Advances in Generative Lexicon Theory
Author: James Pustejovsky
Publisher: Springer Science & Business Media
ISBN: 9400751893
Category : Computers
Languages : en
Pages : 492
Book Description
This collection of papers takes linguists to the leading edge of techniques in generative lexicon theory, the linguistic composition methodology that arose from the imperative to provide a compositional semantics for the contextual modifications in meaning that emerge in real linguistic usage. Today’s growing shift towards distributed compositional analyses evinces the applicability of GL theory, and the contributions to this volume, presented at three international workshops (GL-2003, GL-2005 and GL-2007) address the relationship between compositionality in language and the mechanisms of selection in grammar that are necessary to maintain this property. The core unresolved issues in compositionality, relating to the interpretation of context and the mechanisms of selection, are treated from varying perspectives within GL theory, including its basic theoretical mechanisms and its analytical viewpoint on linguistic phenomena.
Publisher: Springer Science & Business Media
ISBN: 9400751893
Category : Computers
Languages : en
Pages : 492
Book Description
This collection of papers takes linguists to the leading edge of techniques in generative lexicon theory, the linguistic composition methodology that arose from the imperative to provide a compositional semantics for the contextual modifications in meaning that emerge in real linguistic usage. Today’s growing shift towards distributed compositional analyses evinces the applicability of GL theory, and the contributions to this volume, presented at three international workshops (GL-2003, GL-2005 and GL-2007) address the relationship between compositionality in language and the mechanisms of selection in grammar that are necessary to maintain this property. The core unresolved issues in compositionality, relating to the interpretation of context and the mechanisms of selection, are treated from varying perspectives within GL theory, including its basic theoretical mechanisms and its analytical viewpoint on linguistic phenomena.