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.
Mid-Career Industry Fellowships - Grant ID: IM230100371
Funder
Australian Research Council
Funding Amount
$1,043,792.00
Summary
The plight of the bogong moth: a model for conservation in Australia. This project aims to direct conservation actions for the bogong moth, an endangered species of profound cultural, ecological, and economic importance to Australians. Although iconic and famous for their epic migration to the Australian Alps, the bogong moth's distribution and flyways are unknown making conservation actions impossible. This project expects to forge the key partnerships and harness public enthusiasm to generate ....The plight of the bogong moth: a model for conservation in Australia. This project aims to direct conservation actions for the bogong moth, an endangered species of profound cultural, ecological, and economic importance to Australians. Although iconic and famous for their epic migration to the Australian Alps, the bogong moth's distribution and flyways are unknown making conservation actions impossible. This project expects to forge the key partnerships and harness public enthusiasm to generate the data needed for conservation actions via a National Bogong Moth Observatory. The expected outcomes of this project are enhanced capacity to identify and mitigate threats to bogong moths. This should provide significant benefits such as a highly transferable model for continent-wide conservation in Australia.Read moreRead less
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
Quantifying the threat posed by feral cats to Australian reptiles. This project aims to provide the first quantification of the impact of feral cats on Australian reptiles, the country’s most diverse vertebrate lineage. This project expects to provide crucial missing pieces of the puzzle by adopting an innovative behavioural approach to determine how cats hunt for lizards, and how lizards respond to cat predation risk. The expected outcomes are an improved understanding of the capacity of native ....Quantifying the threat posed by feral cats to Australian reptiles. This project aims to provide the first quantification of the impact of feral cats on Australian reptiles, the country’s most diverse vertebrate lineage. This project expects to provide crucial missing pieces of the puzzle by adopting an innovative behavioural approach to determine how cats hunt for lizards, and how lizards respond to cat predation risk. The expected outcomes are an improved understanding of the capacity of native lizards to recognise cats as predators and respond appropriately, and a determination of the magnitude of threat that cats pose to native lizards. Importantly, our study aims to trial management strategies to mitigate the impact of cat predation on native reptiles.Read moreRead less
Multidisciplinary analysis of financial reference points and wellbeing. The aim is to find how to improve financial decisions (i) during unexpected economic shocks, and (ii) by the socially disadvantaged. The project will produce the first large-scale evidence on heterogeneity in benchmarks (reference points) against which people evaluate financial alternatives and the role of such benchmarks in financial risk-taking and in creating and perpetuating economic inequality. The expected outcomes inc ....Multidisciplinary analysis of financial reference points and wellbeing. The aim is to find how to improve financial decisions (i) during unexpected economic shocks, and (ii) by the socially disadvantaged. The project will produce the first large-scale evidence on heterogeneity in benchmarks (reference points) against which people evaluate financial alternatives and the role of such benchmarks in financial risk-taking and in creating and perpetuating economic inequality. The expected outcomes include transformed interdisciplinary understanding of financial decisions and significantly greater capacity for multidisciplinary collaboration. The findings will inform policy on promoting financial wellbeing and to mitigate the devastating effects of sudden economic shocks such as that of COVID-19.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.