Audiovisual Speech Processing

Audiovisual Speech Processing
Title Audiovisual Speech Processing PDF eBook
Author Gérard Bailly
Publisher Cambridge University Press
Pages 507
Release 2012-04-26
Genre Language Arts & Disciplines
ISBN 110737815X

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When we speak, we configure the vocal tract which shapes the visible motions of the face and the patterning of the audible speech acoustics. Similarly, we use these visible and audible behaviors to perceive speech. This book showcases a broad range of research investigating how these two types of signals are used in spoken communication, how they interact, and how they can be used to enhance the realistic synthesis and recognition of audible and visible speech. The volume begins by addressing two important questions about human audiovisual performance: how auditory and visual signals combine to access the mental lexicon and where in the brain this and related processes take place. It then turns to the production and perception of multimodal speech and how structures are coordinated within and across the two modalities. Finally, the book presents overviews and recent developments in machine-based speech recognition and synthesis of AV speech.

Audiovisual Speech Processing

Audiovisual Speech Processing
Title Audiovisual Speech Processing PDF eBook
Author Gérard Bailly
Publisher Cambridge University Press
Pages 507
Release 2012-04-26
Genre Computers
ISBN 1107006821

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This book presents a complete overview of all aspects of audiovisual speech including perception, production, brain processing and technology.

Speechreading by Humans and Machines

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

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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.

Word Recognition in Beginning Literacy

Word Recognition in Beginning Literacy
Title Word Recognition in Beginning Literacy PDF eBook
Author Jamie L. Metsala
Publisher Routledge
Pages 460
Release 2013-06-17
Genre Education
ISBN 113568006X

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This edited volume grew out of a conference that brought together beginning reading experts from the fields of education and the psychology of reading and reading disabilities so that they could present and discuss their research findings and theories about how children learn to read words, instructional contexts that facilitate this learning, background experiences prior to formal schooling that contribute, and sources of difficulty in disabled readers. The chapters bring a variety of perspectives to bear on a single cluster of problems involving the acquisition of word reading ability. It is the editors' keen hope that the insights and findings of the research reported here will influence and become incorporated into the development of practicable, classroom-based instructional programs that succeed in improving children's ability to become skilled readers. Furthermore, they hope that these insights and findings will become incorporated into the working knowledge that teachers apply when they teach their students to read, and into further research on reading acquisition.

Audiovisual Speech Recognition: Correspondence between Brain and Behavior

Audiovisual Speech Recognition: Correspondence between Brain and Behavior
Title Audiovisual Speech Recognition: Correspondence between Brain and Behavior PDF eBook
Author Nicholas Altieri
Publisher Frontiers E-books
Pages 102
Release 2014-07-09
Genre Brain
ISBN 2889192512

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Perceptual processes mediating recognition, including the recognition of objects and spoken words, is inherently multisensory. This is true in spite of the fact that sensory inputs are segregated in early stages of neuro-sensory encoding. In face-to-face communication, for example, auditory information is processed in the cochlea, encoded in auditory sensory nerve, and processed in lower cortical areas. Eventually, these “sounds” are processed in higher cortical pathways such as the auditory cortex where it is perceived as speech. Likewise, visual information obtained from observing a talker’s articulators is encoded in lower visual pathways. Subsequently, this information undergoes processing in the visual cortex prior to the extraction of articulatory gestures in higher cortical areas associated with speech and language. As language perception unfolds, information garnered from visual articulators interacts with language processing in multiple brain regions. This occurs via visual projections to auditory, language, and multisensory brain regions. The association of auditory and visual speech signals makes the speech signal a highly “configural” percept. An important direction for the field is thus to provide ways to measure the extent to which visual speech information influences auditory processing, and likewise, assess how the unisensory components of the signal combine to form a configural/integrated percept. Numerous behavioral measures such as accuracy (e.g., percent correct, susceptibility to the “McGurk Effect”) and reaction time (RT) have been employed to assess multisensory integration ability in speech perception. On the other hand, neural based measures such as fMRI, EEG and MEG have been employed to examine the locus and or time-course of integration. The purpose of this Research Topic is to find converging behavioral and neural based assessments of audiovisual integration in speech perception. A further aim is to investigate speech recognition ability in normal hearing, hearing-impaired, and aging populations. As such, the purpose is to obtain neural measures from EEG as well as fMRI that shed light on the neural bases of multisensory processes, while connecting them to model based measures of reaction time and accuracy in the behavioral domain. In doing so, we endeavor to gain a more thorough description of the neural bases and mechanisms underlying integration in higher order processes such as speech and language recognition.

Embedded Systems and Artificial Intelligence

Embedded Systems and Artificial Intelligence
Title Embedded Systems and Artificial Intelligence PDF eBook
Author Vikrant Bhateja
Publisher Springer Nature
Pages 880
Release 2020-04-07
Genre Technology & Engineering
ISBN 9811509476

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This book gathers selected research papers presented at the First International Conference on Embedded Systems and Artificial Intelligence (ESAI 2019), held at Sidi Mohamed Ben Abdellah University, Fez, Morocco, on 2–3 May 2019. Highlighting the latest innovations in Computer Science, Artificial Intelligence, Information Technologies, and Embedded Systems, the respective papers will encourage and inspire researchers, industry professionals, and policymakers to put these methods into practice.

The Oxford Handbook of Event-Related Potential Components

The Oxford Handbook of Event-Related Potential Components
Title The Oxford Handbook of Event-Related Potential Components PDF eBook
Author Steven J. Luck
Publisher OUP USA
Pages 665
Release 2012-01-12
Genre Psychology
ISBN 0195374142

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The Oxford Handbook of Event-Related Potential Components provides a detailed and comprehensive overview of the major ERP components. It covers components related to multiple research domains, including perception, cognition, emotion, neurological and psychiatric disorders, and lifespan development.