Automatic detection and modelling of acoustic markers of speech timing. This project aims to create new automatic sensing, analysis and assessment of cognitive, affective, mental and physical state from voice for mobile and computing devices. This project expects to generate new understanding of the effects of these states on detailed timing indicators of speech motor control, and new signal processing and machine learning methods that best exploit it. Expected outcomes from this project include ....Automatic detection and modelling of acoustic markers of speech timing. This project aims to create new automatic sensing, analysis and assessment of cognitive, affective, mental and physical state from voice for mobile and computing devices. This project expects to generate new understanding of the effects of these states on detailed timing indicators of speech motor control, and new signal processing and machine learning methods that best exploit it. Expected outcomes from this project include a new and accurate deep neural network framework for learning, analysing and detecting human states from speech automatically using articulatory timing markers. This should provide significant benefits, such as individually-tailored, frequent and low-cost automatic detection, monitoring and analytics for adverse states.Read moreRead less
Taste and Place: the transglobal production and consumption of food and drink. This project will explore the challenges and potentials that the transformations in production and consumption of food and drink pose to Australia. We have an enviable reputation for our wine and the quality of our food produce. But we have stiff competition from around the world. This is exacerbated by economic and cultural trends, which are changing the face of how and what we eat and drink. The homogenisation of ma ....Taste and Place: the transglobal production and consumption of food and drink. This project will explore the challenges and potentials that the transformations in production and consumption of food and drink pose to Australia. We have an enviable reputation for our wine and the quality of our food produce. But we have stiff competition from around the world. This is exacerbated by economic and cultural trends, which are changing the face of how and what we eat and drink. The homogenisation of mass-market consumption is producing a widespread dissatisfaction with our diet, and obesity. This cross-cultural project will result in important information about how we can best respond to these challenges.Read moreRead less
Non-intrusive human activity sensing with radio signals. This project aims to develop a theoretical framework for sensing and detecting human activities based on wireless radio signals. The framework advances the state-of-the-art by discovering the fundamental theory, and defining a set of principles to guide practical system design. The framework will be validated and its scientific merit demonstrated through building several applications such as contactless human activity detection and vital s ....Non-intrusive human activity sensing with radio signals. This project aims to develop a theoretical framework for sensing and detecting human activities based on wireless radio signals. The framework advances the state-of-the-art by discovering the fundamental theory, and defining a set of principles to guide practical system design. The framework will be validated and its scientific merit demonstrated through building several applications such as contactless human activity detection and vital signs monitoring. This should benefit existing hospital and clinical patient services and promote home-care and self-care services at nationwide.Read moreRead less
Towards a model of emotional control: Assessment of patients with focal cortical injuries. This project will produce vital information about a potential mechanism that may underlie the observed association between frontal brain damage and deficits in emotional control. The proposed research will therefore have significant clinical and theoretical implications; it will enable better prediction of emotional dysregulation following brain injury, generation of more accurate models of emotional regul ....Towards a model of emotional control: Assessment of patients with focal cortical injuries. This project will produce vital information about a potential mechanism that may underlie the observed association between frontal brain damage and deficits in emotional control. The proposed research will therefore have significant clinical and theoretical implications; it will enable better prediction of emotional dysregulation following brain injury, generation of more accurate models of emotional regulation, as well as informing the provision and delivery of evidence-based treatments for emotional dysregulation. It will also contribute to our understanding of emotional functioning in other disorders characterized by frontal dysfunction, such as schizophrenia, depression and traumatic brain injury.
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A likelihood-based approach to combined surveys inference. This project focuses on the development of statistical theory for efficient integration of information across multiple complex sample surveys. It will develop theory and methodology that will answer complex questions about relationships between important social, economic and health related variables that are presently measured in separate surveys.
Tranquillising Work Stress: Corporate Climate and Antidepressant Use. This national project will investigate the plausible link between distress at work and Australia’s high levels of antidepressant use, through creative linkage of data from the Australian Workplace Barometer (10-year longitudinal study) to antidepressant medication data (via the national Pharmaceutical Benefits Scheme). The project advances theory by probing the role corporate climate plays in work design, distress, mental hea .... Tranquillising Work Stress: Corporate Climate and Antidepressant Use. This national project will investigate the plausible link between distress at work and Australia’s high levels of antidepressant use, through creative linkage of data from the Australian Workplace Barometer (10-year longitudinal study) to antidepressant medication data (via the national Pharmaceutical Benefits Scheme). The project advances theory by probing the role corporate climate plays in work design, distress, mental health problems and antidepressant use. It will determine if antidepressant use has led to an underestimation of work stress effects. It will estimate the $AUD cost of work related antidepressant use. The project will yield evidence to stimulate corporate climate change to protect worker psychological health and wellbeing.Read moreRead less
HEIGHT, WEIGHT and LENGTH: Biometric explorations of Australia's socio-economic fabric in the long run, 1860-1970. HEIGHT, WEIGHT and LENGTH is a biometric analysis of Australian living standards. This project is significant because it illuminates the very fabric of Australian social and economic organisation. It traces what happened to living standards over the long run 1860-1970, covering booms, busts and wars. It examines the functioning of the family as an economic unit at the core of dis ....HEIGHT, WEIGHT and LENGTH: Biometric explorations of Australia's socio-economic fabric in the long run, 1860-1970. HEIGHT, WEIGHT and LENGTH is a biometric analysis of Australian living standards. This project is significant because it illuminates the very fabric of Australian social and economic organisation. It traces what happened to living standards over the long run 1860-1970, covering booms, busts and wars. It examines the functioning of the family as an economic unit at the core of distributing welfare-enhancing resources. It identifies who were the winners and the losers. It teaches lessons about vulnerability and strength during economic change that should inform future policy makers. Finally, it pushes the methodology in new directions with implications for its use around the world.Read moreRead less
How parents manage climate anxiety: coping and hoping for the whole family. This project studies how Australian parents manage climate anxiety for themselves and their families. Using mixed-methods/mixed-media approaches, it examines whether an increase in climate disasters is accelerating the spread of collective anxiety amongst families, how parents manage this anxiety for their children and partners, and if there are associated mental health burdens and gendered inequities in this management. ....How parents manage climate anxiety: coping and hoping for the whole family. This project studies how Australian parents manage climate anxiety for themselves and their families. Using mixed-methods/mixed-media approaches, it examines whether an increase in climate disasters is accelerating the spread of collective anxiety amongst families, how parents manage this anxiety for their children and partners, and if there are associated mental health burdens and gendered inequities in this management. It also looks at climate anxiety management across generations and climate histories, drawing out pessimistic/optimistic narratives about the future to enable action, resilience, and hope. It will produce an evidence base and photo-voice/documentary resources to help parents and support organisations combat climate anxiety.Read moreRead less
UNDERSTANDING COLONIAL AUSTRALIA / BUILDING A NATIONAL RESOURCE. Understanding colonial Australia uses new methods with old data to penetrate the workings of the convict labour markets, the levels of wellbeing they supported, and the ways in which families distributed those resources among their members. Australia's position in the league-table of living standards is established against the four countries which contributed people to European Australia: England, Wales, Scotland and Ireland. The o ....UNDERSTANDING COLONIAL AUSTRALIA / BUILDING A NATIONAL RESOURCE. Understanding colonial Australia uses new methods with old data to penetrate the workings of the convict labour markets, the levels of wellbeing they supported, and the ways in which families distributed those resources among their members. Australia's position in the league-table of living standards is established against the four countries which contributed people to European Australia: England, Wales, Scotland and Ireland. The outcome is a history of wellbeing and inequality in colonial Australia. A spin-off from this research is the creation of a unique national resource: a computerised longitudinal data base on Australia's first white citizens, the convicts.Read moreRead less
Analysing the protective role of platelets during malaria infection. Platelets protect the host during malarial infection. This project aims to study how platelets kill the malaria parasite by investigating the role of host molecules and their potential as novel antimalarial agents. The role of platelets in the pathogenesis of cerebral malaria syndrome will also be investigated.