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Audiovisual Speech Processing

Audiovisual Speech Processing PDF Author: Gérard Bailly
Publisher: Cambridge University Press
ISBN: 1107006821
Category : Computers
Languages : en
Pages : 507

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

Audiovisual Speech Processing

Audiovisual Speech Processing PDF Author: Gérard Bailly
Publisher: Cambridge University Press
ISBN: 1107006821
Category : Computers
Languages : en
Pages : 507

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

Speech Recognition in Adverse Conditions

Speech Recognition in Adverse Conditions PDF Author: Sven Mattys
Publisher: Psychology Press
ISBN: 1317836812
Category : Psychology
Languages : en
Pages : 326

Book Description
Speech recognition in ‘adverse conditions’ has been a familiar area of research in computer science, engineering, and hearing sciences for several decades. In contrast, most psycholinguistic theories of speech recognition are built upon evidence gathered from tasks performed by healthy listeners on carefully recorded speech, in a quiet environment, and under conditions of undivided attention. Building upon the momentum initiated by the Psycholinguistic Approaches to Speech Recognition in Adverse Conditions workshop held in Bristol, UK, in 2010, the aim of this volume is to promote a multi-disciplinary, yet unified approach to the perceptual, cognitive, and neuro-physiological mechanisms underpinning the recognition of degraded speech, variable speech, speech experienced under cognitive load, and speech experienced by theoretically relevant populations. This collection opens with a review of the literature and a formal classification of adverse conditions. The research articles then highlight those adverse conditions with the greatest potential for constraining theory, showing that some speech phenomena often believed to be immutable can be affected by noise, surface variations, or attentional set in ways that will force researchers to rethink their theory. This volume is essential for those interested in speech recognition outside laboratory constraints.

Psychophysics Beyond Sensation

Psychophysics Beyond Sensation PDF Author: Christian Kaernbach
Publisher: Psychology Press
ISBN: 1135633665
Category : Psychology
Languages : en
Pages : 526

Book Description
This volume presents a series of studies that expand laws, invariants, and principles of psychophysics beyond its classical domain of sensation. This book's goal is to demonstrate the extent of the domain of psychophysics, ranging from sensory processes, through sensory memory and short-term memory issues, to the interaction between sensation and action. The dynamics and timing of human performance are a further important issue within this extended framework of psychophysics: Given the similarity of the various cortical areas in terms of their neuroanatomical structure, it is an important question whether this similarity is paralleled by a similarity of processes. These issues are addressed by the contributions in the present volume using state-of-the-art research methods in behavioral research, psychophysiology, and mathematical modeling. The book is divided into four sections. Part I presents contributions concerning the classical domain of psychophysical judgment. The next two parts are concerned with elementary and higher-order processes and the concluding section deals with psychophysical models. The sections are introduced by guest editorials contributed by independent authors. These editorials present the authors' personals view on the respective section, providing an integrated account of the various contributions or highlighting their focus of interest among them. While also voicing their own and sometimes different point of view, they contribute to the process of discussion that makes science so exciting. This volume should be of great interest to advanced students in neuroscience, cognitive science, psychology, neuropsychology, and related areas who seek to evaluate the range and power of psychological work today. Established scientists in those fields will also appreciate the variety of issues addressed within the same methodological framework and their multiple interconnections and stimulating "cross-talk."

Developmental Psychoacoustics

Developmental Psychoacoustics PDF Author: Lynne A. Werner
Publisher: Amer Psychological Assn
ISBN: 9781557981592
Category : Psychology
Languages : en
Pages : 363

Book Description
Fueled by a growing interest in the perceptual development and capacities of human infants, the field of developmental psychology acoustics has expanded significantly in the past 15 years. Developmental Psycho acoustics, with chapters contributed by experts in areas of hearing, perceptual development, and psycho-physics, emphasizes the importance of understanding the sensory capacities of infants and children. It presents current research in developmental acoustics, offers interpretations for the findings, and encourages increased communication among related fields.

Cognitive Hearing Mechanisms of Language Understanding: Short- and Long-Term Perspectives

Cognitive Hearing Mechanisms of Language Understanding: Short- and Long-Term Perspectives PDF Author: Rachel J. Ellis
Publisher: Frontiers Media SA
ISBN: 2889453030
Category :
Languages : en
Pages : 463

Book Description


Audiovisual Speech Recognition: Correspondence between Brain and Behavior

Audiovisual Speech Recognition: Correspondence between Brain and Behavior PDF Author: Nicholas Altieri
Publisher: Frontiers E-books
ISBN: 2889192512
Category : Brain
Languages : en
Pages : 102

Book Description
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.

Models of Short-term Memory

Models of Short-term Memory PDF Author: Susan E. Gathercole
Publisher: Psychology Press
ISBN: 9780863774164
Category : Psychology
Languages : en
Pages : 322

Book Description
This volume offers a collection of the theoretical perspectives that represent the cutting edge of theorising in the area of short-term memory. The contributors, all with long-standing international reputations in this area, have provided overviews of models of short-term memory that are driving current research and thinking in the area, with particular emphasis placed on the detailed description of the functioning of the models. This book will appeal to active researchers in the area of memory, to graduate students, and to academics who wish to update their knowledge of this highly active and fast-developing area of research and theory. Although the book is primarily designed for this advanced study market, the lucid style adopted by the contributors in providing overviews of their models of short-term memory will also appeal to final-year undergraduate students studying in this area.

Multisensory and sensorimotor interactions in speech perception

Multisensory and sensorimotor interactions in speech perception PDF Author: Kaisa Tiippana
Publisher: Frontiers Media SA
ISBN: 2889195481
Category : Psychology
Languages : en
Pages : 265

Book Description
Speech is multisensory since it is perceived through several senses. Audition is the most important one as speech is mostly heard. The role of vision has long been acknowledged since many articulatory gestures can be seen on the talker's face. Sometimes speech can even be felt by touching the face. The best-known multisensory illusion is the McGurk effect, where incongruent visual articulation changes the auditory percept. The interest in the McGurk effect arises from a major general question in multisensory research: How is information from different senses combined? Despite decades of research, a conclusive explanation for the illusion remains elusive. This is a good demonstration of the challenges in the study of multisensory integration. Speech is special in many ways. It is the main means of human communication, and a manifestation of a unique language system. It is a signal with which all humans have a lot of experience. We are exposed to it from birth, and learn it through development in face-to-face contact with others. It is a signal that we can both perceive and produce. The role of the motor system in speech perception has been debated for a long time. Despite very active current research, it is still unclear to which extent, and in which role, the motor system is involved in speech perception. Recent evidence shows that brain areas involved in speech production are activated during listening to speech and watching a talker's articulatory gestures. Speaking involves coordination of articulatory movements and monitoring their auditory and somatosensory consequences. How do auditory, visual, somatosensory, and motor brain areas interact during speech perception? How do these sensorimotor interactions contribute to speech perception? It is surprising that despite a vast amount of research, the secrets of speech perception have not yet been solved. The multisensory and sensorimotor approaches provide new opportunities in solving them. Contributions to the research topic are encouraged for a wide spectrum of research on speech perception in multisensory and sensorimotor contexts, including novel experimental findings ranging from psychophysics to brain imaging, theories and models, reviews and opinions.

The Role of Working Memory and Executive Function in Communication under Adverse Conditions

The Role of Working Memory and Executive Function in Communication under Adverse Conditions PDF Author: Mary Rudner
Publisher: Frontiers Media SA
ISBN: 2889198618
Category : Neurosciences. Biological psychiatry. Neuropsychiatry
Languages : en
Pages : 274

Book Description
Communication is vital for social participation. However, communication often takes place under suboptimal conditions. This makes communication harder and less reliable, leading at worst to social isolation. In order to promote participation, it is necessary to understand the mechanisms underlying communication in different situations. Human communication is often speech based, either oral or written, but may also involve gesture, either accompanying speech or in the form of sign language. For communication to be achieved, a signal generated by one person has to be perceived by another person, attended to, comprehended and responded to. This process may be hindered by adverse conditions including factors that may be internal to the sender (e.g. incomplete or idiosyncratic language production), occur during transmission (e.g. background noise or signal processing) or be internal to the receiver (e.g. poor grasp of the language or sensory impairment). The extent to which these factors interact to generate adverse conditions may differ across the lifespan. Recent work has shown that successful speech communication under adverse conditions is associated with good cognitive capacity including efficient working memory and executive abilities such as updating and inhibition. Further, frontoparietal networks associated with working memory and executive function have been shown to be activated to a greater degree when it is harder to achieve speech comprehension. To date, less work has focused on sign language communication under adverse conditions or the role of gestures accompanying speech communication under adverse conditions. It has been proposed that the role of working memory in communication under such conditions is to keep fragments of an incomplete signal in mind, updating them as appropriate and inhibiting irrelevant information, until an adequate match can be achieved with lexical and semantic representations held in long term memory. Recent models of working memory highlight an episodic buffer whose role is the multimodal integration of information from the senses and long term memory. It is likely that the episodic buffer plays a key role in communication under adverse conditions. The aim of this research topic is to draw together multiple perspectives on communication under adverse conditions including empirical and theoretical approaches. This will facilitate a scientific exchange among individual scientists and groups studying different aspects of communication under adverse conditions and/or the role of cognition in communication. As such, this topic belongs firmly within the field of Cognitive Hearing Science. Exchange of ideas among scientists with different perspectives on these issues will allow researchers to identify and highlight the way in which different internal and external factors interact to make communication in different modalities more or less successful across the lifespan. Such exchange is the forerunner of broader dissemination of results which ultimately, may make it possible to take measures to reduce adverse conditions, thus facilitating communication. Such measures might be implemented in relation to the built environment, the design of hearing aids and public awareness.

Perspectives on Auditory Research

Perspectives on Auditory Research PDF Author: Arthur N. Popper
Publisher: Springer Science & Business Media
ISBN: 1461491029
Category : Medical
Languages : en
Pages : 668

Book Description
Perspectives on Auditory Research celebrates the last two decades of the Springer Handbook in Auditory Research. Contributions from the leading experts in the field examine the progress made in auditory research over the past twenty years, as well as the major questions for the future.