How, What and Who in Human Communication: Movement of Face and Voice. The aim of this project is to identify the essential characteristics of tone, affect, and identity from face and voice using a combination of signal processing, biological, and behavioural techniques in order to develop a comprehensive model of auditory-visual speech processing and communication. This research will significantly improve understanding of the basis of auditory-visual perception and production in tonal languages ....How, What and Who in Human Communication: Movement of Face and Voice. The aim of this project is to identify the essential characteristics of tone, affect, and identity from face and voice using a combination of signal processing, biological, and behavioural techniques in order to develop a comprehensive model of auditory-visual speech processing and communication. This research will significantly improve understanding of the basis of auditory-visual perception and production in tonal languages and in affective communication, facilitate links between neurophysiological processes and auditory-visual speech processing; and contribute to applications in automatic person recognition, automatic speech recognition, text-to-speech systems, and talking head aids for the hearing impaired.Read moreRead less
Special Research Initiatives - Grant ID: SR0354596
Funder
Australian Research Council
Funding Amount
$20,000.00
Summary
Perception and Action in Auditory Scenes (PAAS): Neural, Behavioural, Computational and Mechanical Systems. Auditory scenes are temporal and ephemeral yet pervasively influence human life. How humans negotiate such scenes has not been solved, a fact highlighted by attempts to build machines to respond to speech, warnings etc., in real-world situations with room reverberation, different talkers, and background noise. No one discipline can solve such problems. In this network outstanding researche ....Perception and Action in Auditory Scenes (PAAS): Neural, Behavioural, Computational and Mechanical Systems. Auditory scenes are temporal and ephemeral yet pervasively influence human life. How humans negotiate such scenes has not been solved, a fact highlighted by attempts to build machines to respond to speech, warnings etc., in real-world situations with room reverberation, different talkers, and background noise. No one discipline can solve such problems. In this network outstanding researchers from physical, medical, human, and social sciences with interests in speech, music and audition will provide insights into how humans and machines localize, recognize, interpret and produce auditory events, and advance frontier technologies, e.g., automatic speech recognition, hearing prostheses, auditory monitoring/warning systems.Read moreRead less
Filters reveal what flicker conceals: temporal processing in the human visual system. I have recently discovered a new form of camouflage using 10Hz luminance flicker. This project will quantify this effect and examine the extent to which it generalises across colour and spatial dimensions and to video sequences depicting natural scenes. This information is expected to provide foundational information to technologies relating to national security that rely on visual concealment. This research wi ....Filters reveal what flicker conceals: temporal processing in the human visual system. I have recently discovered a new form of camouflage using 10Hz luminance flicker. This project will quantify this effect and examine the extent to which it generalises across colour and spatial dimensions and to video sequences depicting natural scenes. This information is expected to provide foundational information to technologies relating to national security that rely on visual concealment. This research will examine the extent to which filtering out these camouflaging frequencies enhances our sensitivity to low temporal frequency information. This decamouflaging aspect of my research is expected to improve the clarity of digital video-based technologies including ultrasound, educational, info-tainment and defence applicationsRead moreRead less
Ageing drivers: Cognitive ageing and technology. This project aims to enhance our understanding of whether cognitive changes associated with ageing impacts older drivers' use of emerging vehicle automation and assistive technologies. Through analysis of insurance claims databases, a large consumer survey and a naturalistic driving study, evidence will be obtained on how ageing and cognition interact with assistive technology. Findings will inform older drivers, government policy makers and indus ....Ageing drivers: Cognitive ageing and technology. This project aims to enhance our understanding of whether cognitive changes associated with ageing impacts older drivers' use of emerging vehicle automation and assistive technologies. Through analysis of insurance claims databases, a large consumer survey and a naturalistic driving study, evidence will be obtained on how ageing and cognition interact with assistive technology. Findings will inform older drivers, government policy makers and industry on ageing, cognitive changes and the use of assistive technology in vehicles. This will provide benefits for older drivers by promoting optimal driving which will enhance social engagement as well as safety. Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC210100019
Funder
Australian Research Council
Funding Amount
$4,583,816.00
Summary
ARC Training Centre for Optimal Ageing. The ARC Training Centre for Optimal Ageing aims to address issues identified by older adults as essential for quality of life. With our industry partners, we aim to train the next generation of researchers to understand, detect and improve psychosocial factors that support mental activity, physical health and social connectedness, and embrace advances in artificial intelligence, digital-enriched environments and adaptive workplaces to deliver effective dig ....ARC Training Centre for Optimal Ageing. The ARC Training Centre for Optimal Ageing aims to address issues identified by older adults as essential for quality of life. With our industry partners, we aim to train the next generation of researchers to understand, detect and improve psychosocial factors that support mental activity, physical health and social connectedness, and embrace advances in artificial intelligence, digital-enriched environments and adaptive workplaces to deliver effective digital solutions. By developing new capacity and capability to drive the digital transformation of industries supporting our ageing population, our Centre seeks to deliver economic and social benefits that enable Australians to live enriched, healthy and independent lives as they age.Read moreRead less
Captions for the Deaf and Hearing Impaired: Availability versus Accessibility. The availability of educational, informational and recreational services for deaf and hearing-impaired people has been dramatically facilitated by (i) increased television captioning due to the 2001 introduction of the Television Broadcasting Services Act; and (ii) trial introduction of real-time captioning in educational settings. These innovations must be matched by equally innovative ways of increasing the accessib ....Captions for the Deaf and Hearing Impaired: Availability versus Accessibility. The availability of educational, informational and recreational services for deaf and hearing-impaired people has been dramatically facilitated by (i) increased television captioning due to the 2001 introduction of the Television Broadcasting Services Act; and (ii) trial introduction of real-time captioning in educational settings. These innovations must be matched by equally innovative ways of increasing the accessibility of captions, which is currently limited by English literacy, caption speed, and caption reduction techniques. Here, systematic manipulation of these factors in experiments on television captioning with adults and educational captioning with children will determine how resources might best be directed to improving caption accessibility.Read moreRead less
Understanding the impact of missing family on forcibly displaced people. This project aims to investigate the psychological and social effects of having missing family on forcibly displaced people settled in Australia. This world-first project enlists a longitudinal mixed-method approach to compare those with missing family to those whose connections have been restored on key outcomes and coping strategies. Project outcomes will enhance the ability of Australian Red Cross and the International C ....Understanding the impact of missing family on forcibly displaced people. This project aims to investigate the psychological and social effects of having missing family on forcibly displaced people settled in Australia. This world-first project enlists a longitudinal mixed-method approach to compare those with missing family to those whose connections have been restored on key outcomes and coping strategies. Project outcomes will enhance the ability of Australian Red Cross and the International Committee of the Red Cross to understand and support the needs of families of the missing. This should provide significant practice and policy benefits for Red Cross’ humanitarian work in restoring family links in Australia and worldwide.Read moreRead less
Investigating a New Explanation of Discrimination Against Migrant and Excluded People. Migrants and socially excluded people are often the subjects of discrimination and prejudice. Our research will provide valuable knowledge about when and why people discriminate against migrant and excluded individuals as well as how this type of behaviour can be reduced. Our research will benefit Australia by contributing scientific information to the policy developments of national organizations that aim to ....Investigating a New Explanation of Discrimination Against Migrant and Excluded People. Migrants and socially excluded people are often the subjects of discrimination and prejudice. Our research will provide valuable knowledge about when and why people discriminate against migrant and excluded individuals as well as how this type of behaviour can be reduced. Our research will benefit Australia by contributing scientific information to the policy developments of national organizations that aim to reduce discrimination and prejudice. Hence, our research falls within the Government's broader goal of creating a more harmonious multicultural Australian society.Read moreRead less
Investigating voluntary and involuntary intergroup contact . Extensive research suggests that interactions between people of opposing groups - intergroup contact - reduce prejudices and improve social cohesion. Yet these benefits may not be realised if intergroup contact is actively avoided, passively received, or mandated. Drawing from social psychology and human geography, this project aims to establish the conditions under which voluntary contact occurs and how voluntary (vs. involuntary) int ....Investigating voluntary and involuntary intergroup contact . Extensive research suggests that interactions between people of opposing groups - intergroup contact - reduce prejudices and improve social cohesion. Yet these benefits may not be realised if intergroup contact is actively avoided, passively received, or mandated. Drawing from social psychology and human geography, this project aims to establish the conditions under which voluntary contact occurs and how voluntary (vs. involuntary) intergroup contact shapes diversity experiences and impacts social attitudes, trust, and civic participation. With data from multiple settings and participant populations, this project has the potential to inform interventions and policies that deliver harmonious, healthy and productive communities.Read moreRead less
The social and cognitive functions of affect. Dealing with affective problems represents a major challenge in clinical, health, organisational and counselling psychology. Yet the role that affective states play in thinking, judgments and many everyday social behaviours remains poorly understood.. This project will produce direct national and community benefit by developing a new, integrative theory of affective influences on thinking and action, and exploring the functions and processing consequ ....The social and cognitive functions of affect. Dealing with affective problems represents a major challenge in clinical, health, organisational and counselling psychology. Yet the role that affective states play in thinking, judgments and many everyday social behaviours remains poorly understood.. This project will produce direct national and community benefit by developing a new, integrative theory of affective influences on thinking and action, and exploring the functions and processing consequences of affect in everyday settings. The real-life consequences of affect infusion in applied areas will also be explored. The project will also contribute to Australia's research capability by training doctoral and postdoctoral students, and fostering international research collaboration.Read moreRead less