Pattern Recognition by Humans and Machines

Pattern Recognition by Humans and Machines
Author: Eileen C. Schwab
Publisher: Academic Press
Total Pages: 337
Release: 2013-09-11
Genre: Reference
ISBN: 1483220109

Pattern Recognition by Humans and Machines, Volume 1: Speech Perception covers perception from the perspectives of cognitive psychology, artificial intelligence, and brain theory. The book discusses on the research, theory, and the principal issues of speech perception; the auditory and phonetic coding of speech; and the role of the lexicon in speech perception. The text also describes the role of attention and active processing in speech perception; the suprasegmental in very large vocabulary word recognition; and the adaptive self-organization of serial order in behavior. The cognitive science and the study of cognition and language are also considered. Psychologists will find the book invaluable.

Neural Networks for Pattern Recognition

Neural Networks for Pattern Recognition
Author: Albert Nigrin
Publisher: MIT Press
Total Pages: 450
Release: 1993
Genre: Computers
ISBN: 9780262140546

In a simple and accessible way it extends embedding field theory into areas of machine intelligence that have not been clearly dealt with before. Neural Networks for Pattern Recognition takes the pioneering work in artificial neural networks by Stephen Grossberg and his colleagues to a new level. In a simple and accessible way it extends embedding field theory into areas of machine intelligence that have not been clearly dealt with before. Following a tutorial of existing neural networks for pattern classification, Nigrin expands on these networks to present fundamentally new architectures that perform realtime pattern classification of embedded and synonymous patterns and that will aid in tasks such as vision, speech recognition, sensor fusion, and constraint satisfaction. Nigrin presents the new architectures in two stages. First he presents a network called Sonnet 1 that already achieves important properties such as the ability to learn and segment continuously varied input patterns in real time, to process patterns in a context sensitive fashion, and to learn new patterns without degrading existing categories. He then removes simplifications inherent in Sonnet 1 and introduces radically new architectures. These architectures have the power to classify patterns that may have similar meanings but that have different external appearances (synonyms). They also have been designed to represent patterns in a distributed fashion, both in short-term and long-term memory.

Speechreading by Humans and Machines

Speechreading by Humans and Machines
Author: David G. Stork
Publisher: Springer Science & Business Media
Total Pages: 720
Release: 1996-09-01
Genre: Technology & Engineering
ISBN: 9783540612643

This book is one outcome of the NATO Advanced Studies Institute (ASI) Workshop, "Speechreading by Man and Machine," held at the Chateau de Bonas, Castera-Verduzan (near Auch, France) from August 28 to Septem ber 8, 1995 - the first interdisciplinary meeting devoted the subject of speechreading ("lipreading"). The forty-five attendees from twelve countries covered the gamut of speechreading research, from brain scans of humans processing bi-modal stimuli, to psychophysical experiments and illusions, to statistics of comprehension by the normal and deaf communities, to models of human perception, to computer vision and learning algorithms and hardware for automated speechreading machines. The first week focussed on speechreading by humans, the second week by machines, a general organization that is preserved in this volume. After the in evitable difficulties in clarifying language and terminology across disciplines as diverse as human neurophysiology, audiology, psychology, electrical en gineering, mathematics, and computer science, the participants engaged in lively discussion and debate. We think it is fair to say that there was an atmosphere of excitement and optimism for a field that is both fascinating and potentially lucrative. Of the many general results that can be taken from the workshop, two of the key ones are these: • The ways in which humans employ visual image for speech recogni tion are manifold and complex, and depend upon the talker-perceiver pair, severity and age of onset of any hearing loss, whether the topic of conversation is known or unknown, the level of noise, and so forth.

The Subject of Speech Perception

The Subject of Speech Perception
Author: Helen Fraser
Publisher: Springer
Total Pages: 263
Release: 2016-07-27
Genre: Philosophy
ISBN: 1349123684

This book analyses and challenges the metatheoretical framework which supports information-processing models of human speech perception. The first part consists of a review of speech perception research in the information-processing paradigm; an overview of the cognitivist philosophy from which this approach takes its justification; and an introduction to some relevant themes of phenomenological philosophy. The second half uses the phenomenological insights discussed to demonstrate some inadequacies of cognitivism; to show how these inadequacies underlie problems with the information-processing theory; and suggests an alternative framework with significant change of focus.

Computational and Clinical Approaches to Pattern Recognition and Concept Formation

Computational and Clinical Approaches to Pattern Recognition and Concept Formation
Author: Michael L. Commons
Publisher: Psychology Press
Total Pages: 177
Release: 2013-05-13
Genre: Psychology
ISBN: 1134747187

The ninth volume in this highly acclaimed series discusses the computational and clinical approaches to pattern recognition and concept formation regarding: visual and spatial processing models; computational models, templates and hierarchical models. An ideal reference for students and professionals in experimental psychology and behavioral analysis.

The Development of Speech Perception

The Development of Speech Perception
Author: Judith Claire Goodman
Publisher: MIT Press
Total Pages: 380
Release: 1994
Genre: Language Arts & Disciplines
ISBN: 9780262071543

This comprehensive collection of current research in the development of speech perception and perceptual learning documents the striking changes that take place both in early childhood and throughout life and speculates about the mechanisms responsible for those changes. The findings reported from this rich and active field address the role of growing linguistic knowledge and experience and demonstrate that speech perception develops in a bidirectional interplay with several levels of linguistic structure and cognitive processes. Examining transitions in the perceptual processing of speech from infancy to adulthood as well as what causes these transitions, the contributors take up a broad range of issues that are central to constructing a theory of speech perception and to understanding the development of this ability. These include the nature of infants' early sensory proficiencies, how these skills come to support the recognition of linguistic units, developmental differences in the representation and processing of linguistic units, the acquisition of early word patterns and a phonological system, and the mechanisms behind perceptual learning. The Development of Speech Perception is unique in attempting to integrate research involving infants, young children, and adults and in its thorough treatment of developmental issues in speech perception. It systematically explores how adult perceptual abilities begin to develop from early infant capabilities, and in doing so addresses several levels of linguistic processing.

Pattern Recognition by Humans and Machines

Pattern Recognition by Humans and Machines
Author: Eileen C. Schwab
Publisher: Elsevier
Total Pages: 261
Release: 2016-06-03
Genre: Psychology
ISBN: 1483214265

Pattern Recognitions by Humans and Machines, Volume 2: Visual Perceptions covers aspects of research on visual perception. The book discusses visual form perception, figure-ground organization, and the spatial and temporal responses of the visual system; eye movements; and visual pattern perception. The text also describes a computer vision model based on psychophysical experiments; perspectives from brain theory and artificial intelligence; and the capacity to extract shape properties and spatial relations among objects and objects' parts. Knowledge-mediated perception is also considered. Psychologists and people involved in the study of visual perceptions will find the book useful.

Human Factors and Voice Interactive Systems

Human Factors and Voice Interactive Systems
Author: Daryle Gardner-Bonneau
Publisher: Springer Science & Business Media
Total Pages: 316
Release: 2013-04-17
Genre: Technology & Engineering
ISBN: 1475729804

Human Factors and Voice Interactive Systems highlights the importance of human factors in speech technologies and presents and demonstrates the use of human factors, principles, methods, techniques, and tools in the design of speech-enabled applications. Included is coverage of automatic speech recognition, synthetic speech, and interactive voice response systems. Some chapters are devoted to specific applications of speech technology, and other chapters are either issue-oriented or provide a comprehensive view of human factors knowledge and `lessons learned' in a specific applications area. This book places special emphasis on interactive voice response (IVR), devoting seven of its fourteen chapters to both speech-enabled and `traditional' touch-tone-based IVR applications. Other chapters emphasize speech recognition application development, natural language processing, synthetic speech, and the use of speech technology in assistive devices for people with disabilities to further the goal of universal access to information technology for all.

Signal to Syntax

Signal to Syntax
Author: James L. Morgan
Publisher: Psychology Press
Total Pages: 500
Release: 2014-01-14
Genre: Language Arts & Disciplines
ISBN: 1317781708

In the beginning, before there are words, or syntax, or discourse, there is speech. Speech is an infant's gateway to language. Without exposure to speech, no language--or at most only a feeble facsimile of language--develops, regardless of how rich a child's biological endowment for language learning may be. But little is given directly in speech--not words, for example, as anyone who has ever listened to fluent conversation in an unfamiliar language can attest. Rather, words and phrases, or rudimentary categories--or whatever other information is required for syntactic and semantic analyses to begin operating--must be pulled from speech through an infant's developing perceptual capacities. By the end of the first year, an infant can segment at least some words from fluent speech. Beyond this, how impoverished or rich an infant's representations of input may be remains largely unknown. Clearly, in the debate over determinants of early language acquisition, the input speech stream has too often been offhandedly dismissed as a potential source of information. This volume brings together internationally-known scholars from a range of disciplines--linguistics, psychology, cognitive and computer science, and acoustics --who share common interests in how speech, in its phonological, prosodic, distributional, and statistical properties, may encode information useful for early language learning, and how such information may be deciphered by very young children. These scholars offer a spectrum of viewpoints on the possibility that aspects of speech may provide bootstraps for language learning; contribute important, state-of-the-art findings across a variety of relevant domains; and illuminate critical directions for future inquiry. The publication of this volume represents a significant step in renewing the bonds between two fields that have long been sundered--speech perception and language acquisition.

Hearing Gesture

Hearing Gesture
Author: Susan Goldin-Meadow
Publisher: Harvard University Press
Total Pages: 308
Release: 2005-10-31
Genre: Language Arts & Disciplines
ISBN: 9780674018372

This book explores how we move our hands when we talk, and what it means when we do so. Focusing on what we can discover about speakers—adults and children alike—by watching their hands, Goldin-Meadow discloses the active role that gesture plays in conversation and, more fundamentally, in thinking.