The Speech Processing Lexicon

The Speech Processing Lexicon PDF

Author: Aditi Lahiri

Publisher: Walter de Gruyter GmbH & Co KG

Published: 2017-04-10

Total Pages: 420

ISBN-13: 3110422778

DOWNLOAD EBOOK →

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

Lexicon Development for Speech and Language Processing PDF

Author: Frank Van Eynde

Publisher: Springer

Published: 2014-11-14

Total Pages: 302

ISBN-13: 9401094586

DOWNLOAD EBOOK →

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.

Lexical Representation and Process

Lexical Representation and Process PDF

Author: William Marslen-Wilson

Publisher: MIT Press

Published: 1989

Total Pages: 596

ISBN-13: 9780262631426

DOWNLOAD EBOOK →

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.

The Speech Processing Lexicon

The Speech Processing Lexicon PDF

Author: Aditi Lahiri

Publisher: Walter de Gruyter GmbH & Co KG

Published: 2017-04-10

Total Pages: 266

ISBN-13: 3110422654

DOWNLOAD EBOOK →

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.

Cognitive Models of Speech Processing

Cognitive Models of Speech Processing PDF

Author: Gerry T. M. Altmann

Publisher: Psychology Press

Published: 1997

Total Pages: 436

ISBN-13: 9780863779756

DOWNLOAD EBOOK →

This collection of papers and abstracts stems from the third meeting in the series of Sperlonga workshops on Cognitive Models of Speech Processing. It presents current research on the structure and organization of the mental lexicon, and on the processes that access that lexicon. The volume starts with discussion of issues in acquisition and consideration of questions such as, 'What is the relationship between vocabulary growth and the acquisition of syntax?', and, 'How does prosodic information, concerning the melodies and rhythms of the language, influence the processes of lexical and syntactic acquisition?'. From acquisition, the papers move on to consider the manner in which contemporary models of spoken word recognition and production can map onto neural models of the recognition and production processes. The issue of exactly what is recognised, and when, is dealt with next - the empirical findings suggest that the function of something to which a word refers is accessed with a different time-course to the form of that something. This has considerable implications for the nature, and content, of lexical representations. Equally important are the findings from the studies of disordered lexical processing, and two papers in this volume address the implications of these disorders for models of lexical representation and process (borrowing from both empirical data and computational modelling). The final paper explores whether neural networks can successfully model certain lexical phenomena that have elsewhere been assumed to require rule-based processes.

Speech Perception, Production and Acquisition

Speech Perception, Production and Acquisition PDF

Author: Huei‐Mei Liu

Publisher: Springer Nature

Published: 2020-09-14

Total Pages: 277

ISBN-13: 9811576068

DOWNLOAD EBOOK →

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.

Cognitive Models Of Speech Processing

Cognitive Models Of Speech Processing PDF

Author: Gerry Altmann

Publisher: Psychology Press

Published: 2013-05-24

Total Pages: 550

ISBN-13: 1134832931

DOWNLOAD EBOOK →

A comprehensive review for those interested in the range of theoretical concerns in speech and language processing.

The Generative Lexicon

The Generative Lexicon PDF

Author: James Pustejovsky

Publisher: MIT Press

Published: 1998-01-23

Total Pages: 318

ISBN-13: 9780262661409

DOWNLOAD EBOOK →

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