Using written language to probe speech recognition models. Speech recognition models fall into two principal classes, with fundamentally different processing architectures. Feedback models (e.g. TRACE, McClelland & Elman, 1986) allow lexical knowledge to exert top-down control over phonemic analysis. Feedforward models (e.g. Merge, Norris, McQueen & Cutler, 2000) assume that information flow is entirely bottom-up. Our project adopts an innovative approach to testing between these model classe ....Using written language to probe speech recognition models. Speech recognition models fall into two principal classes, with fundamentally different processing architectures. Feedback models (e.g. TRACE, McClelland & Elman, 1986) allow lexical knowledge to exert top-down control over phonemic analysis. Feedforward models (e.g. Merge, Norris, McQueen & Cutler, 2000) assume that information flow is entirely bottom-up. Our project adopts an innovative approach to testing between these model classes, by examining the influence of written-word knowledge on speech perception. To distinguish the models, contrasts must test different processing levels and examine strategy effects. TRACE favors broad effects with limited strategic influence; Merge favors lexical effects that are necessarily sensitive to strategic factorsRead moreRead less
Scalability Of The Transform-Us! Program To Promote Children's Physical Activity And Reduce Prolonged Sitting In Victorian Primary Schools
Funder
National Health and Medical Research Council
Funding Amount
$549,823.00
Summary
Transform-Us! is an innovative primary school program that has been found to substantially increase children’s physical activity levels, reduce sitting time and benefit health. With simple changes to the school and classroom environments and teaching practices (eg, standing lessons) we will work with partners in the education and health systems to translate this program across Victorian primary schools to determine the real-world implementation and impact of this program over 5 years.
The Role of Colour and Luminance in Spatial Location. How does the brain form our impression of the world? Black and white images appear normal to us. However, colour images without luminance variation have little depth, suggesting that the brain does not process colour in the same way as luminance. A series of fresh experiments examine how colour and luminance are utilised for seeing the depth and position of objects. The results will help us to understand how the first stages of visual process ....The Role of Colour and Luminance in Spatial Location. How does the brain form our impression of the world? Black and white images appear normal to us. However, colour images without luminance variation have little depth, suggesting that the brain does not process colour in the same way as luminance. A series of fresh experiments examine how colour and luminance are utilised for seeing the depth and position of objects. The results will help us to understand how the first stages of visual processing in the brain shape our sense of the world, and help develop theories of human vision, as well as animal and machine models of vision.Read moreRead less
Special Research Initiatives - Grant ID: SR0354513
Funder
Australian Research Council
Funding Amount
$20,000.00
Summary
The Computational Processing of Human Language. Language is what makes us distinctly human; consequently, language attracts interest from many fields of research, particularly linguistics, psychology, and cognitive science. Moreover, language is the primary medium for the storage and dissemination of knowledge, a fact that has drawn many computer scientists to attempt to process, analyse and understand language. This network will bridge the many disciplines that are concerned with language, ex ....The Computational Processing of Human Language. Language is what makes us distinctly human; consequently, language attracts interest from many fields of research, particularly linguistics, psychology, and cognitive science. Moreover, language is the primary medium for the storage and dissemination of knowledge, a fact that has drawn many computer scientists to attempt to process, analyse and understand language. This network will bridge the many disciplines that are concerned with language, explore new ways in which computational models inform our understanding of human languages, and exploit new opportunities for applying theories of language in the development of human language technologies.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE100100211
Funder
Australian Research Council
Funding Amount
$650,000.00
Summary
The Big Australian Speech Corpus: An audio-visual speech corpus of Australian English. Contemporary speech science and technology are driven by the availability of large speech corpora. While audio databases exist for languages spoken in America, Europe and Japan, there is currently no large auditory-visual database of spoken language, and certainly not one for Australian English. Here we will establish the Big Australian Speech Corpus, which will support a speech science research and developmen ....The Big Australian Speech Corpus: An audio-visual speech corpus of Australian English. Contemporary speech science and technology are driven by the availability of large speech corpora. While audio databases exist for languages spoken in America, Europe and Japan, there is currently no large auditory-visual database of spoken language, and certainly not one for Australian English. Here we will establish the Big Australian Speech Corpus, which will support a speech science research and development using Australian English and facilitate the development of Australian speech technology applications from automatic speech recognition and text-to-speech synthesis used in taxi and other ordering services, to hearing prostheses and talking head aids for learning-impaired children, and a range of security and forensic applications.Read moreRead less
ARC Complex Open Systems Research Network. Complexity is the common frontier in the physical, biological and social sciences. This Network will link specialists in all three sciences through five generic conceptual and mathematical theme activities. It will promote research into how subsystems self-organise into new emergent structures when assembled into an open, non-equilibrium system. Outcomes will include new technologies and software tools and deeper understanding of fundamental questions i ....ARC Complex Open Systems Research Network. Complexity is the common frontier in the physical, biological and social sciences. This Network will link specialists in all three sciences through five generic conceptual and mathematical theme activities. It will promote research into how subsystems self-organise into new emergent structures when assembled into an open, non-equilibrium system. Outcomes will include new technologies and software tools and deeper understanding of fundamental questions in science. An essential function of the network will be introducing researchers end users to new tools and broadening the horizons of graduate students.Read moreRead less
What Cost-effective Built Environment Interventions Would Create Healthy, Liveable And Equitable Communities In Australia, And What Would Facilitate These Being Translated Into Policy And Practice?
Funder
National Health and Medical Research Council
Funding Amount
$2,658,832.00
Summary
This CRE involves collaboration between a multi-disciplinary research team across Australia working with policy-makers covering planning, urban design, transport planning and health. It will identify the most cost-effective built environment interventions required to create healthy, liveable, and equitable communities. Factors that influence research findings being translated into urban planning policy and practice will be examined and tools to assist changes to policy and practice developed.
Integrating between-person and within-person approaches to personality in the workplace. Personality tests are used to predict well being and productivity at work and are often used for personnel decisions within organisations in developed countries, including Australia. The treatment of personality as a fixed set of traits that produce similar responses across situations ignores human variability across situations which is needed for design of interventions to make humans happier and more effec ....Integrating between-person and within-person approaches to personality in the workplace. Personality tests are used to predict well being and productivity at work and are often used for personnel decisions within organisations in developed countries, including Australia. The treatment of personality as a fixed set of traits that produce similar responses across situations ignores human variability across situations which is needed for design of interventions to make humans happier and more effective at work. The results of tests of the integrated model of personality will be used to design interventions for the development of responses that lead to greater well being and effectiveness of managers in work settings.Read moreRead less
The social and cognitive functions of affect. Dealing with affective problems represents a major challenge in clinical, health, organisational and counselling psychology. Yet the role that affective states play in thinking, judgments and many everyday social behaviours remains poorly understood.. This project will produce direct national and community benefit by developing a new, integrative theory of affective influences on thinking and action, and exploring the functions and processing consequ ....The social and cognitive functions of affect. Dealing with affective problems represents a major challenge in clinical, health, organisational and counselling psychology. Yet the role that affective states play in thinking, judgments and many everyday social behaviours remains poorly understood.. This project will produce direct national and community benefit by developing a new, integrative theory of affective influences on thinking and action, and exploring the functions and processing consequences of affect in everyday settings. The real-life consequences of affect infusion in applied areas will also be explored. The project will also contribute to Australia's research capability by training doctoral and postdoctoral students, and fostering international research collaboration.Read moreRead less
Special Research Initiatives - Grant ID: SR0354888
Funder
Australian Research Council
Funding Amount
$30,000.00
Summary
Australian Research Council Research Network for Parasitology. Parasites are a major cause of death and suffering in humans and animals throughout the world. The ARC Research Network for Parasitology aims to bring together Australia's finest researchers and establish a world class environment and web of facilities that attracts and retains the most talented young investigators and places Australia in a strong position to deal with current and future parasitological threats. The Network will focu ....Australian Research Council Research Network for Parasitology. Parasites are a major cause of death and suffering in humans and animals throughout the world. The ARC Research Network for Parasitology aims to bring together Australia's finest researchers and establish a world class environment and web of facilities that attracts and retains the most talented young investigators and places Australia in a strong position to deal with current and future parasitological threats. The Network will focus and enhance Australia's fundamental, strategic and applied parasitology research capabilities to :
(1) develop new approaches to vaccination;
(2) identify novel drug targets; and
(3) ensure the sustainability of wildlife and ecosystem health.
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