The roles of spectral cues and auditory plasticity in auditory localisation, speech segregation and speech intelligibility. Our recent work shows that high frequency energy in speech is important for the localisation of speech and may also aid in improving speech intelligibility in noisy environments. The work proposed here will systematically explore this somewhat surprising new finding and the results will be incorporated into a predictive model of speech intelligibility under spatial listenin ....The roles of spectral cues and auditory plasticity in auditory localisation, speech segregation and speech intelligibility. Our recent work shows that high frequency energy in speech is important for the localisation of speech and may also aid in improving speech intelligibility in noisy environments. The work proposed here will systematically explore this somewhat surprising new finding and the results will be incorporated into a predictive model of speech intelligibility under spatial listening conditions. This work includes a systematic study of auditory functional plasticity to changes in the spatial cues. Taken together, the outcomes of this work will unlock a range of new approaches to enhancing spatial hearing in multi-channel communication devices and spatial hearing aids.Read moreRead less
Acoustic, spatial and informational cues used to solve the cocktail party problem. Speech is the principal mode of human communication and yet we understand little about how we are able to concentrate on one talker against a noisy background. Significant improvements in supporting listening by the hearing impaired, in teleconferencing systems and computer speech interfaces are dependent on a more advanced understanding of how we solve this cocktail party problem. This research explores the acous ....Acoustic, spatial and informational cues used to solve the cocktail party problem. Speech is the principal mode of human communication and yet we understand little about how we are able to concentrate on one talker against a noisy background. Significant improvements in supporting listening by the hearing impaired, in teleconferencing systems and computer speech interfaces are dependent on a more advanced understanding of how we solve this cocktail party problem. This research explores the acoustic, spatial and informational cues used by the healthy auditory system to achieve this remarkable feat of signal processing. There is significant potential for commercialization of the IP that will arise from this research.Read moreRead less
Motion and Spatial Coding in Vision. The results of this project will have implications for the design and implementation of artificial visual systems. Completion of this project will depend upon international collaboration - forging links between a young Australian investigator and outstanding overseas scientists as well as providing excellent training opportunities. Subsequent publication of the research in top-ranking international journals will further promote Australian science abroad.
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
Reconciling perceptual and cognitive accounts of dyslexia: The neural rate deficit hypothesis. The proposed research will form part of a co-ordinated program to understand the causes of dyslexia, a disorder that affects a large number of children and often persists into adulthood. It complements parallel efforts to elucidate the genetic basis of dyslexia, the heterogeneity and subtypes of dyslexia, and the developmental precursors to the disorder. This research will inform early intervention and ....Reconciling perceptual and cognitive accounts of dyslexia: The neural rate deficit hypothesis. The proposed research will form part of a co-ordinated program to understand the causes of dyslexia, a disorder that affects a large number of children and often persists into adulthood. It complements parallel efforts to elucidate the genetic basis of dyslexia, the heterogeneity and subtypes of dyslexia, and the developmental precursors to the disorder. This research will inform early intervention and remediation efforts and will also assist in the understanding of the normal process of reading acquisition in children.Read moreRead less
Functional Assessment of Head-eye Coordination during Driving. 238 people per 100,000 population were hospitalized and 9 people per 100,000 died as a result of road-transport related injury in Australia in 2002. We will address this issue by assessing the head eye coordination strategies for young drivers, for proficient drivers and for aged drivers to determine those behaviors and strategies that are associated with various levels of performance. This insight could be affectively communicated t ....Functional Assessment of Head-eye Coordination during Driving. 238 people per 100,000 population were hospitalized and 9 people per 100,000 died as a result of road-transport related injury in Australia in 2002. We will address this issue by assessing the head eye coordination strategies for young drivers, for proficient drivers and for aged drivers to determine those behaviors and strategies that are associated with various levels of performance. This insight could be affectively communicated to others and would provide the basis for educational material and methods that would improve operator skill, safety, and performance. These individual improvements would provide overall benefits such as improved transport efficiency, reduced accident rates, saved lives and a reduction in related social costs.Read moreRead less
The seeds of literacy in infancy: empirical specification of the acoustic determinants of language acquisition. Reading is one of the most difficult skills we learn, and while the process is largely forgotten by adults, any minor difficulty can have lasting effects. This project will follow speech, vocabulary and reading in infants at or not at risk for dyslexia from six months to five years with implications for parent-child interaction and language delay intervention.
SPECTRAL TILT: DO INFANTS KNOW WHAT'S GOOD FOR THEM? This project falls within the National Research Priorities, giving children 'a healthy start to life'. The research is important economically because it will lay the groundwork for the informed design of hearing aid frequency responses based on empirical research, and give infants the opportunity to be fitted with hearing aids amplified for infants, not adults as is the current unsatisfactory practice. Moreover, the cross fertilisation of meth ....SPECTRAL TILT: DO INFANTS KNOW WHAT'S GOOD FOR THEM? This project falls within the National Research Priorities, giving children 'a healthy start to life'. The research is important economically because it will lay the groundwork for the informed design of hearing aid frequency responses based on empirical research, and give infants the opportunity to be fitted with hearing aids amplified for infants, not adults as is the current unsatisfactory practice. Moreover, the cross fertilisation of methods and knowledge that the collaborators bring to this grant should provide outcomes that will help maintain attention on Australia as a site of cutting edge research into hearing impairment, hearing aid development and use.Read moreRead less
From sound to hearing: the integration of behavioural, neurophysiological, and neuroimaging research with computational models. McLachlan and Wilson have recently published a ground-breaking new model of the auditory system with important implications for treating deafness and understanding neurological disorders. In this research the predictions of the model will be experimentally validated using advanced neuroimaging techniques.
Understanding the consequences of normal ageing on visual form perception. Australia has an ageing population. Within the elderly, vision is a key sense that contributes significantly to the maintenance of independence, mobility and participation in society. This project will enhance our knowledge of the impact of ageing on vision. The research findings are important to a variety of disciplines involved in planning for our ageing population; for example: the design of living/working spaces for t ....Understanding the consequences of normal ageing on visual form perception. Australia has an ageing population. Within the elderly, vision is a key sense that contributes significantly to the maintenance of independence, mobility and participation in society. This project will enhance our knowledge of the impact of ageing on vision. The research findings are important to a variety of disciplines involved in planning for our ageing population; for example: the design of living/working spaces for the elderly, information technology, and the design of technology to assist with independent living. This project will train students in visual psychophysics, continuing the strong international reputation and output of Australian scientists in this discipline.Read moreRead less