Enhanced Multilingual Speaker Recognition through the Incorporation of High-Level Features, Late Fusion and Discriminative Classification Methods. The development of robust multilingual speaker recognition systems will benefit the community through the elimination of fraud incurred by financial institutions and customers by enabling several person authentication applications such as: voice based signatures and document issuance; credit card verification by voice and secure over-the-phone financi ....Enhanced Multilingual Speaker Recognition through the Incorporation of High-Level Features, Late Fusion and Discriminative Classification Methods. The development of robust multilingual speaker recognition systems will benefit the community through the elimination of fraud incurred by financial institutions and customers by enabling several person authentication applications such as: voice based signatures and document issuance; credit card verification by voice and secure over-the-phone financial transactions. The technology will also assist in the protection of the community and safeguard Australia by enabling the implementation of the following: suspect identification using voice print; national security measures for combating terrorism by using voice to locate and track terrorists; preemptive criminal activity counter-measures; surveillance and secure building access by voice.Read moreRead less
Robust speaker recognition with reduced utterance duration and intersession variability. The development of robust and accurate speaker recognition systems will enable secure person authentication in over-the-phone financial transactions and benefit the community through the elimination of identity fraud incurred by customers and financial institutions. The technology will also assist in safeguarding Australia by enabling the implementation of suspect identification using voice and security meas ....Robust speaker recognition with reduced utterance duration and intersession variability. The development of robust and accurate speaker recognition systems will enable secure person authentication in over-the-phone financial transactions and benefit the community through the elimination of identity fraud incurred by customers and financial institutions. The technology will also assist in safeguarding Australia by enabling the implementation of suspect identification using voice and security measures for combating terrorism by using voice to locate and track terrorists. Our research at QUT Speech Research Lab is at the forefront of development in this field and will provide Australia with a technological advantage in the rapidly evolving global market for speaker recognition technology for person authentication applications.Read moreRead less
The Control of Memory Access. The topic of control processes in memory access is central to most of the big questions about human memory such as; why we forget, what produces spectacular and tragic memory failures (e.g.,lighting a match to check the level of petrol in a tank) and the role of context in familiarity and recollection. Because of the centrality of the problems addressed there will be many applications for the results. The long term results will include better models for human ope ....The Control of Memory Access. The topic of control processes in memory access is central to most of the big questions about human memory such as; why we forget, what produces spectacular and tragic memory failures (e.g.,lighting a match to check the level of petrol in a tank) and the role of context in familiarity and recollection. Because of the centrality of the problems addressed there will be many applications for the results. The long term results will include better models for human operators which can be used in both civilian (e.g., air traffic control) and military applications. Other areas of application will include how we measure memory impairment, why we make errors in industrial settings, and the nature of memory deficits as we age. Read moreRead less
Using Converging Methodologies to Understand Episodic and Semantic Memory. The use of four converging methodologies and a new objective measure of implicit/explicit memory will produce a more fundamental understanding of the relationship between pre-existing and episodic memories. The results will be relevant to the current debate over repressed and false memories. The research will also provide more stringent tests of techniques and methods that are having a large impact in applied research ....Using Converging Methodologies to Understand Episodic and Semantic Memory. The use of four converging methodologies and a new objective measure of implicit/explicit memory will produce a more fundamental understanding of the relationship between pre-existing and episodic memories. The results will be relevant to the current debate over repressed and false memories. The research will also provide more stringent tests of techniques and methods that are having a large impact in applied research on aging, drug states etc.Read moreRead less
Robust feature extraction for automatic speech recognition. Speech is perhaps the most natural and efficient mode of communication for humans. Therefore, it has always been a dream for many people to communicate with machines via speech. Significant advances have been made in the last five decades in the area of automatic speech recognition. Though the currently available speech recognisers work reasonably well in noise-free office environments, their performance deteriorates drastically when th ....Robust feature extraction for automatic speech recognition. Speech is perhaps the most natural and efficient mode of communication for humans. Therefore, it has always been a dream for many people to communicate with machines via speech. Significant advances have been made in the last five decades in the area of automatic speech recognition. Though the currently available speech recognisers work reasonably well in noise-free office environments, their performance deteriorates drastically when they are deployed in real-life situations due to the presence of background noise and other distortions. The problem of robust speech recognition will be researched in this project. Read moreRead less
Multivariate Methods for the Analysis of Microarray Gene-Expression Data with Applications to Cancer Diagnostics. The project will benefit the Australian Society as a whole by developing statistical methodology for the analysis of high-throughput data. In particular, it will develop a novel and easily implemented model for the analysis of correlated and structured data that may be of high dimension. It thus has wide applicability to improving the quality and validity of applied research in most ....Multivariate Methods for the Analysis of Microarray Gene-Expression Data with Applications to Cancer Diagnostics. The project will benefit the Australian Society as a whole by developing statistical methodology for the analysis of high-throughput data. In particular, it will develop a novel and easily implemented model for the analysis of correlated and structured data that may be of high dimension. It thus has wide applicability to improving the quality and validity of applied research in most industries in Australia. More specifically, it is to be applied here to the diagnosis and prognosis of ovarian cancer. This cross-disciplinary project will strengthen Australian researchers' capacity and capability of participating in cutting-edge DNA microarray research.
Read moreRead less
The many faces of threat: An investigation of animal, interpersonal and intergroup threat. Threat to personal safety can take a number of guises, a snake in the grass, an angry neighbour or, increasingly often in our modern world, a stranger who looks different. The present project will investigate the manner in which we respond to these threats, whether these responses can be modulated and what determines the threatening nature of an event. A better understanding of how we react to real or p ....The many faces of threat: An investigation of animal, interpersonal and intergroup threat. Threat to personal safety can take a number of guises, a snake in the grass, an angry neighbour or, increasingly often in our modern world, a stranger who looks different. The present project will investigate the manner in which we respond to these threats, whether these responses can be modulated and what determines the threatening nature of an event. A better understanding of how we react to real or perceived threats, in particular those involving other humans, will aid our understanding of human behaviour in an ever faster changing environment, both in our region and more broadly. Read moreRead less
The recognition of human body shape in infancy. Newborn infants have expectations about human faces and it is hypothesised that this early knowledge allows them to identify and begin to engage with other humans. While faces are central to identification of and communication with others, human bodies are also highly informative and expressive, yet to date there is almost no research on infants? expectations about human bodies. This proposal details six studies that will systematically explore a ....The recognition of human body shape in infancy. Newborn infants have expectations about human faces and it is hypothesised that this early knowledge allows them to identify and begin to engage with other humans. While faces are central to identification of and communication with others, human bodies are also highly informative and expressive, yet to date there is almost no research on infants? expectations about human bodies. This proposal details six studies that will systematically explore and document the development of infants? expectations about human bodies, and will further test the theory that infants? earliest social interactions are dependent upon representations of the human face and body.Read moreRead less
Maternal input and theory of mind development in infancy and early childhood. When parents talk to their children, they influence their development both by what they say and how they say it. Building on previous ARC-funded work, this project will examine how and to what extent parents converse about mental states with their children, as well as investigating the influence of such parental talk on the child's socio-cognitive understanding of others' minds and emotions. Results promise to supply ....Maternal input and theory of mind development in infancy and early childhood. When parents talk to their children, they influence their development both by what they say and how they say it. Building on previous ARC-funded work, this project will examine how and to what extent parents converse about mental states with their children, as well as investigating the influence of such parental talk on the child's socio-cognitive understanding of others' minds and emotions. Results promise to supply important insights into the complex interaction of biology and socialisation in normal development, and will also serve as a foundation for future interventions to help children who are at risk for social problems.Read moreRead less
Social Influences on Five Key Steps in Understanding Mind for Children with Autism, Deafness or Typical Development. Via new knowledge on five crucial steps in the growth of social understanding, our findings will serve the ARC's Research Priority #2 to promote good health and a healthy start in life. We will discover what kinds of parenting, social interaction and conversation foster optimal progress through the steps for typical children, and how the delays discovered in our earlier research ....Social Influences on Five Key Steps in Understanding Mind for Children with Autism, Deafness or Typical Development. Via new knowledge on five crucial steps in the growth of social understanding, our findings will serve the ARC's Research Priority #2 to promote good health and a healthy start in life. We will discover what kinds of parenting, social interaction and conversation foster optimal progress through the steps for typical children, and how the delays discovered in our earlier research among those with autism or deafness can be offset or overcome. Also, Australia's position as a world leader in scientific studies of child social cognition will be further strengthened by our methodological and theoretical contributions.
Read moreRead less