Robust speech recognition in realistic hostile environments. Australia leads the world in the adoption of speech recognition technology but sadly lags in the development of the fundamental advances in the area. This research will help propel Australia to the forefront of new innovations in speech recognition technology and contributions to fundamental science. Our project will provide an excellent training ground for graduate students and researchers, with the real possibility of significant com ....Robust speech recognition in realistic hostile environments. Australia leads the world in the adoption of speech recognition technology but sadly lags in the development of the fundamental advances in the area. This research will help propel Australia to the forefront of new innovations in speech recognition technology and contributions to fundamental science. Our project will provide an excellent training ground for graduate students and researchers, with the real possibility of significant commercial benefit to the nation. The deployment of our system in the community will greatly enhance the defence and police forces ability for surveillance and security, and will provide new assistive aids to improve the quality of life and safety for the elderly and disabled.Read moreRead less
Integrating Models of Memory for Serial Order. This research aims to compare and integrate computational models of memory for serial order. The applicants have independently developed theoretically novel models, and this collaboration will enable them to combine and strengthen their complementary perspectives.
Much psychologically important processing, for example speech perception and spelling, requires the representation and reproduction of serial order information. Existing models account ....Integrating Models of Memory for Serial Order. This research aims to compare and integrate computational models of memory for serial order. The applicants have independently developed theoretically novel models, and this collaboration will enable them to combine and strengthen their complementary perspectives.
Much psychologically important processing, for example speech perception and spelling, requires the representation and reproduction of serial order information. Existing models account for a wide range of data and collectively represent exciting progress in the understanding of basic mechanisms of memory. Can these models be unified and reconciled? To date, detailed comparisons of models are lacking. This proposal is for the applicants to elaborate and unify their contrasting theoretical approaches.
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The role of time and similarity in short-term memory. The project examines the role of time and similarity in memory for serial order, with the long-term goal to construct a new computational model of short-term memory. The investigators are internationally known for their models, and the collaboration will enable them to combine their complementary perspectives into a unifying theory. Theory construction will be guided by two sets of studies: The first will delineate the circumstances, if any, ....The role of time and similarity in short-term memory. The project examines the role of time and similarity in memory for serial order, with the long-term goal to construct a new computational model of short-term memory. The investigators are internationally known for their models, and the collaboration will enable them to combine their complementary perspectives into a unifying theory. Theory construction will be guided by two sets of studies: The first will delineate the circumstances, if any, under which temporal separation at encoding affects memory. So far, we have shown that temporal distinctiveness has no effect on memory, unless people use temporal gaps to 'chunk' the list. The second set of studies will examine whether phonological similarity determines the strength of encoding.Read moreRead less
Uncovering the processes underlying human category learning. There is a pervasive belief that complex tasks can somehow be learned via a 'smart' implicit or procedural learning mechanism, which operates independently of memory and attention. This idea has important implications for our understanding of cognition. If true, there seems little point in providing explicit instruction in such tasks, and efforts to do so are, at best, wasted time and, at worst, detrimental to the learning process. Th ....Uncovering the processes underlying human category learning. There is a pervasive belief that complex tasks can somehow be learned via a 'smart' implicit or procedural learning mechanism, which operates independently of memory and attention. This idea has important implications for our understanding of cognition. If true, there seems little point in providing explicit instruction in such tasks, and efforts to do so are, at best, wasted time and, at worst, detrimental to the learning process. This project will provide much-needed scrutiny of this idea and will help not only to re-orient our understanding of how we deal with complex information, but will also highlight issues about data interpretation that are fundamental for the research and wider communities.Read moreRead less
Binding in working memory. Cross-modal binding?the integration of verbal and spatial features of events?is central to human cognition. However, it has been neglected in the study of working memory, where the dominant theoretical framework includes separate subsystems for the retention of verbal and spatial information. Using novel paradigms involving the concurrent auditory presentation of verbal and spatial information, the proposed research is directed at discovering (1) the fundamental chara ....Binding in working memory. Cross-modal binding?the integration of verbal and spatial features of events?is central to human cognition. However, it has been neglected in the study of working memory, where the dominant theoretical framework includes separate subsystems for the retention of verbal and spatial information. Using novel paradigms involving the concurrent auditory presentation of verbal and spatial information, the proposed research is directed at discovering (1) the fundamental characteristics of binding, and (2) the extent to which benchmark effects previously identified with a particular modality are ?inherited? by the other modality under conditions conducive to binding. Outcomes of the research will provide important constraints on the development of theories of working memory. In addition, the research will develop paradigms that have potentially important applications to clinical psychology, where diverse forms of psychopathology have been linked to deficits in binding.Read moreRead less
Time and Updating of Memory. What could be simpler than reading a few items, such as the digits in a phone number, and recalling them in the right order a short while later? Notwithstanding its apparent simplicity, this short-term serial recall task underlies sophisticated language abilities such as vocabulary acquisition and utterance production. Similarly, serial retention can be a critical element in mental arithmetic. A better understanding of short-term memory for serial order therefore has ....Time and Updating of Memory. What could be simpler than reading a few items, such as the digits in a phone number, and recalling them in the right order a short while later? Notwithstanding its apparent simplicity, this short-term serial recall task underlies sophisticated language abilities such as vocabulary acquisition and utterance production. Similarly, serial retention can be a critical element in mental arithmetic. A better understanding of short-term memory for serial order therefore has wide implications across many areas of education, in particular in primary school settings. The community benefit of this project arises from the improved teaching methods that can be developed on the basis of these results.Read moreRead less
The role of retrieval cues when remembering over the short term. This project has two principal benefits: A basic scientific outcome concerning the development of a cue-driven memory model and an applied outcome that can inform the design of language learning tools. A core assumption proposed to explain short-term memory performance is that an event's salience affects its memorability. To date however, this salience dimension has escaped experimental vigour. This project examines the conditions ....The role of retrieval cues when remembering over the short term. This project has two principal benefits: A basic scientific outcome concerning the development of a cue-driven memory model and an applied outcome that can inform the design of language learning tools. A core assumption proposed to explain short-term memory performance is that an event's salience affects its memorability. To date however, this salience dimension has escaped experimental vigour. This project examines the conditions under which some events are perceived to be more salient than others. In addition, by determining when, and which cues are more salient, the project can inform future design of language learning tools (e.g., interactive memory games). Read moreRead less
Memory And Time. What could be simpler than remembering a few items, such as the digits in a phone number, for a brief time in the right order? Notwithstanding its simplicity, this serial recall task is essential for sophisticated human abilities such as vocabulary acquisition. This project investigates whether chronological time is a causal variable in short-term memory, as some?but by no means all?theorists assume. Experiments will manipulate time between items at study and retrieval using nov ....Memory And Time. What could be simpler than remembering a few items, such as the digits in a phone number, for a brief time in the right order? Notwithstanding its simplicity, this serial recall task is essential for sophisticated human abilities such as vocabulary acquisition. This project investigates whether chronological time is a causal variable in short-term memory, as some?but by no means all?theorists assume. Experiments will manipulate time between items at study and retrieval using novel techniques, and thus observe the effect of time on memory. Computational models of psychological time will be developed to better predict memory performance.Read moreRead less