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
Visual Solutions for Automated Translation Between Spoken and Signed Languages. We propose to build a robust visual speech recognition system that analyzes images of spoken language and achieves a recognition of the utterances with at least human expert recognition rates. This visual speech recognition system will then be integrated with our existing gesture recognition system to improve performance, just as humans combine visual and audio data for language understanding. The result will be a sy ....Visual Solutions for Automated Translation Between Spoken and Signed Languages. We propose to build a robust visual speech recognition system that analyzes images of spoken language and achieves a recognition of the utterances with at least human expert recognition rates. This visual speech recognition system will then be integrated with our existing gesture recognition system to improve performance, just as humans combine visual and audio data for language understanding. The result will be a system providing translation between English and the Australian sign language Auslan in a practical application domain. Significantly, our work will provide insights into the cognitive models of neural activity linking language and gesture.Read moreRead less
English as a spoken lingua franca in ASEAN: a study of its linguistic and socio-cultural features. The project will collect the first corpus of Lingua Franca English in Asia. It will thus complement the two European LFE projects currently underway and will put Australia at the forefront of this new research. Given that the findings of the research have the potential to revolutionise the ways English is taught and learned throughout the ASEAN region, as it takes the focus away from the impositio ....English as a spoken lingua franca in ASEAN: a study of its linguistic and socio-cultural features. The project will collect the first corpus of Lingua Franca English in Asia. It will thus complement the two European LFE projects currently underway and will put Australia at the forefront of this new research. Given that the findings of the research have the potential to revolutionise the ways English is taught and learned throughout the ASEAN region, as it takes the focus away from the imposition of an external native speaker norm of English. The research thus places Australia in the forefront of culturally and contextually sensitive work into English language teaching and research. The project will also benefit all communities within Australia where English plays a role as a lingua franca.Read moreRead less
Investigation of the component distributions of pause duration in spontaneous speech: Constraints for models of language production. We have discovered that the distribution of pause durations in spontaneous speech of individual speakers can be decomposed into at least two log-normal distributions. Our project will investigate this finding and provide a foundation for new research relevant to language production models. This will be achieved by determining the semantic, lexical, psycholinguistic ....Investigation of the component distributions of pause duration in spontaneous speech: Constraints for models of language production. We have discovered that the distribution of pause durations in spontaneous speech of individual speakers can be decomposed into at least two log-normal distributions. Our project will investigate this finding and provide a foundation for new research relevant to language production models. This will be achieved by determining the semantic, lexical, psycholinguistic, physiological, and acoustic concomitants of each component distribution and by investigating the impact of selected variables on the shape and location of each. The project has important implications for models of language production and applied problems involving automatic speech recognition, forensic speaker identification, and human communication disorders.Read moreRead less
Design and Analysis of Optimal Algorithms for Automated Perimetry. Australian demographic studies reveal that visual impairment contributes significantly to disability in the elderly. Glaucoma, the second leading cause of blindness in developed nations, may be slowed if detected early, however recent studies estimate 50% of Australians with glaucoma are undiagnosed. Automated perimetry is used to detect and track such vision loss, but perimetry algorithms perform poorly. This project will design ....Design and Analysis of Optimal Algorithms for Automated Perimetry. Australian demographic studies reveal that visual impairment contributes significantly to disability in the elderly. Glaucoma, the second leading cause of blindness in developed nations, may be slowed if detected early, however recent studies estimate 50% of Australians with glaucoma are undiagnosed. Automated perimetry is used to detect and track such vision loss, but perimetry algorithms perform poorly. This project will design and analyse new algorithms with superior accuracy and efficiency, improving detection and monitoring of vision loss. Enhanced tools for community vision screening will also result, crucial for the ARC's priority goals of ?ageing well, ageing productively? and ?preventative healthcare?Read moreRead less
The social dynamics of language: a study of phonological variation and change in West Australian English. This project studies the role of pronunciation as a marker of individual and community identity. As the first systematic study of accent variability in Perth, it focusses on how, across different contexts, speakers from older and younger generations and different backgrounds deploy speech as a means of projecting social affiliation and difference.
Magnetic Nanoparticles for Biomedical Applications. This project will develop biocompatible magnetic nanoparticles for future generations of therapeutic and diagnostic applications. Applications include the reduction in overall toxicity of chemo- and radio- therapy by magnetic target drug delivery, enhanced ability to detect and diagnose diseases using magnetic binding/sorting techniques and an enhanced ability to repair detached retinas. The development of these products provides the potential ....Magnetic Nanoparticles for Biomedical Applications. This project will develop biocompatible magnetic nanoparticles for future generations of therapeutic and diagnostic applications. Applications include the reduction in overall toxicity of chemo- and radio- therapy by magnetic target drug delivery, enhanced ability to detect and diagnose diseases using magnetic binding/sorting techniques and an enhanced ability to repair detached retinas. The development of these products provides the potential for the development of new commercial opportunities in biotechnology and biomedical science in which Australia has an excellent track record. The project will also enhance Australia's capabilities in both nanotechnologiocal and biotechnological sciences.Read moreRead less
Fitting the mind to the world: adaptive processes in face perception. Faces provide many subtle social cues that guide interpersonal interactions. This project will reveal the perceptual mechanisms that allow us to read cues to identity and expression and how those mechanisms may be compromised in individuals with impaired face perception.
Speech production in language-impaired speakers: Informing theoretical models and clinical practice regarding grammatical processing. This research examines how language is stored and processed in our minds and the ways this can go wrong. By improving our theory of language processing, the research will result in improved diagnosis and treatment for the ten per cent of Australians who suffer from communication impairment.