Detecting and tracking alertness using speech biometrics. Traditional tests for detecting and tracking alertness are limited by their accuracy and inability to be administered without stopping work. This project aims to investigate how speech can be used to monitor changes in performance resulting from sleep deprivation and successive night shifts. The expected outcomes are 1) new knowledge on how sensitive speech and language features are for detecting change in alertness, and 2) development an ....Detecting and tracking alertness using speech biometrics. Traditional tests for detecting and tracking alertness are limited by their accuracy and inability to be administered without stopping work. This project aims to investigate how speech can be used to monitor changes in performance resulting from sleep deprivation and successive night shifts. The expected outcomes are 1) new knowledge on how sensitive speech and language features are for detecting change in alertness, and 2) development and verification of a highly accurate, cost-effective, speech focussed assay capable of detecting impaired alertness from otherwise healthy individuals. The project should benefit the way fitness for duty is tested and provide new methods for safeguarding Australians working in at-risk environments.Read moreRead less
Personalising the management of diabetes care in non-English speaking Australian adults with diabetic retinopathy. Reducing the public health burden of diabetes and diabetic retinopathy for non-English speaking Australians is a major challenge for health care providers, researchers, and health policy makers. In addition to improving self care, eye health, and quality of life, this intervention has considerable potential to deliver substantial savings to the Australian community. It will also pro ....Personalising the management of diabetes care in non-English speaking Australian adults with diabetic retinopathy. Reducing the public health burden of diabetes and diabetic retinopathy for non-English speaking Australians is a major challenge for health care providers, researchers, and health policy makers. In addition to improving self care, eye health, and quality of life, this intervention has considerable potential to deliver substantial savings to the Australian community. It will also provide a novel and valid diabetes management program and contribute to future health policies related to personnel, resources and funding allocated to diabetes, eye care, and rehabilitation. This project will raise the skill of existing diabetes educators and serve to generate closer coordination of care between tertiary eye care services and primary care settings.Read moreRead less