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
The new voice of Multicultural Australian English. This project aims to generate an integrated and inclusive model of Australian-English, through phonetic analysis of the spoken language used by adolescents from a range of ethnic backgrounds. Australia is one of the most ethnically diverse countries in the world yet the complex relationship between speech production and cultural diversity is largely unknown in 21st century multicultural Australia. This project aims to establish how adolescents f ....The new voice of Multicultural Australian English. This project aims to generate an integrated and inclusive model of Australian-English, through phonetic analysis of the spoken language used by adolescents from a range of ethnic backgrounds. Australia is one of the most ethnically diverse countries in the world yet the complex relationship between speech production and cultural diversity is largely unknown in 21st century multicultural Australia. This project aims to establish how adolescents from different ethnicities use speech patterns to symbolically express their diverse sociocultural identities. The project expects to inform sociophonetic theories of variation, ethnicity, and identity, providing a framework for supporting sociocultural cohesion in Australia. Read moreRead less
The effect of sound change on children's speech in community diversity. This project aims to explain how children's speech processing adapts to cultural and linguistic diversity and how such adaptation may seed sound change in language. Using acoustic and articulatory (ultrasound) methods, the project intends to explain how children rapidly and authentically acquire the intricately nuanced accents of their communities. The project aims to advance theories of language variation and change by prov ....The effect of sound change on children's speech in community diversity. This project aims to explain how children's speech processing adapts to cultural and linguistic diversity and how such adaptation may seed sound change in language. Using acoustic and articulatory (ultrasound) methods, the project intends to explain how children rapidly and authentically acquire the intricately nuanced accents of their communities. The project aims to advance theories of language variation and change by providing new insights into the forces that shape the sounds of language. An understanding of how children's speech patterns develop and ultimately converge to local norms has implications for the social integration of second language learning children and refugee/asylum seekers, and for clinical and speech technology applications for children.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE210100013
Funder
Australian Research Council
Funding Amount
$600,000.00
Summary
Nyingarn: a platform for primary sources in Australian Indigenous languages. This project aims to build Nyingarn, an online platform of digital text versions of early Australian Indigenous language manuscripts with images of the original documents. There are over a thousand such documents that are foundational to understanding Australia's languages, and Nyingarn makes textual versions, accessions, and navigates such documents, with a means for adding more in future. Expected outcomes of this pro ....Nyingarn: a platform for primary sources in Australian Indigenous languages. This project aims to build Nyingarn, an online platform of digital text versions of early Australian Indigenous language manuscripts with images of the original documents. There are over a thousand such documents that are foundational to understanding Australia's languages, and Nyingarn makes textual versions, accessions, and navigates such documents, with a means for adding more in future. Expected outcomes of this project are accessible sources useful for educational materials, and for understanding the local language, its history, and its relationship to other languages. Nyingarn will provide cutting-edge methods for ingesting, analysing, and presenting these historical materials, both for research and for the general public.Read moreRead less
Literacy Instruction for Children with Autism. There is a social and economic imperative to assist all individuals to reach their full potential with regard to literacy skills. The central goal of the proposed research is to develop and evaluate new ways to support comprehensive literacy instruction for children with autism spectrum disorder (ASD). Following our world-first pilot research, we will investigate the efficacy of the ABRACADABRA literacy instruction program delivered in small groups ....Literacy Instruction for Children with Autism. There is a social and economic imperative to assist all individuals to reach their full potential with regard to literacy skills. The central goal of the proposed research is to develop and evaluate new ways to support comprehensive literacy instruction for children with autism spectrum disorder (ASD). Following our world-first pilot research, we will investigate the efficacy of the ABRACADABRA literacy instruction program delivered in small groups of children with ASD supplemented by a novel parent-child shared book reading program. Immediate outcomes extend beyond advances in the science of reading to upskilling parents and professionals who support children with ASD, and provision of tangible life-long benefits for individuals with ASD.Read moreRead less
A process model of visual working memory. This project aims to develop a process model of encoding of items into memory. Working memory is central to almost all cognitive functions, but little is known about short-term memory for visual information. Progress in this area is slow because of a focus on models that do not specify the processes underlying memory, and no model explains the processes that would limit the number of items the memory can hold to four. A process model is expected to addre ....A process model of visual working memory. This project aims to develop a process model of encoding of items into memory. Working memory is central to almost all cognitive functions, but little is known about short-term memory for visual information. Progress in this area is slow because of a focus on models that do not specify the processes underlying memory, and no model explains the processes that would limit the number of items the memory can hold to four. A process model is expected to address fundamental issues in visual working memory.Read moreRead less
Before and after the Last Ice Age: GunaiKurnai archaeology along the Snowy. This project aims to transform our understanding of the deep-time Aboriginal occupation of Victoria's Snowy River landscape, by excavating a network of sites dating back to >52,000 years. This project expects to generate new knowledge in archaeology and palaeoclimatology through partnership research in Gunaikurnai Country. Expected outcomes of this project include unprecedented details of Aboriginal occupation, ritual in ....Before and after the Last Ice Age: GunaiKurnai archaeology along the Snowy. This project aims to transform our understanding of the deep-time Aboriginal occupation of Victoria's Snowy River landscape, by excavating a network of sites dating back to >52,000 years. This project expects to generate new knowledge in archaeology and palaeoclimatology through partnership research in Gunaikurnai Country. Expected outcomes of this project include unprecedented details of Aboriginal occupation, ritual installations, wooden artefacts, ancient human DNA, use of deep caves and open landscapes, and economic strategies dating back to the Last Ice Age and beyond. This should provide significant benefits in community research, greater social understandings of Aboriginal connections with Country, and a more inclusive Australia.Read moreRead less
Locating LGBTIQ+ youth in the archive: Telling new stories for belonging. This project aims to produce the first study of LGBTIQ+ youth in Australia’s past and investigate what these histories mean to LGBTIQ+ youth today. We will generate new knowledge of Australian LGBTIQ+ history and links between historical knowledge and wellbeing in relation to LGBTIQ+ youth. Working with LGBTIQ+ youth we will also develop new archival storytelling techniques, theorising archives as ‘laboratories of belongin ....Locating LGBTIQ+ youth in the archive: Telling new stories for belonging. This project aims to produce the first study of LGBTIQ+ youth in Australia’s past and investigate what these histories mean to LGBTIQ+ youth today. We will generate new knowledge of Australian LGBTIQ+ history and links between historical knowledge and wellbeing in relation to LGBTIQ+ youth. Working with LGBTIQ+ youth we will also develop new archival storytelling techniques, theorising archives as ‘laboratories of belonging’. In doing so, the project forges links between cultural studies of storytelling, LGBTIQ+ youth studies and Australian history. Benefits include innovations in reparative historical methodologies, new resources for the GLAM, youth and education sectors and improvements in LGBTIQ+ youth wellbeing.Read moreRead less
Making Meta-learning Generalised . This project aims to develop novel machine learning techniques, termed generalised meta-learning, to make machines better utilise past experience to solve new tasks with few data. It expects to reduce the undesirable dependence of current machine learning on labelled data and significantly expand its application scope. Expected outcomes of the project consist of new theoretical results on meta-learning and a set of innovative algorithms that can support the bui ....Making Meta-learning Generalised . This project aims to develop novel machine learning techniques, termed generalised meta-learning, to make machines better utilise past experience to solve new tasks with few data. It expects to reduce the undesirable dependence of current machine learning on labelled data and significantly expand its application scope. Expected outcomes of the project consist of new theoretical results on meta-learning and a set of innovative algorithms that can support the building of next generation of computer vision systems to work in open and dynamic environments. This should be able to produce solid benefits to the science, society, and economy of Australian via the application of these advanced intelligent systems.Read moreRead less
Engaging Students during the Early Years of Secondary School. This project aims to design, test and share sustainable strategies to support teachers and enable students from low socioeconomic communities to achieve success. The greatest decreases in students’ interest and effort occur when they transition into secondary school, with students from low socioeconomic communities at greatest risk of disengagement. What can teachers do to engage their students during this key life transition? This pr ....Engaging Students during the Early Years of Secondary School. This project aims to design, test and share sustainable strategies to support teachers and enable students from low socioeconomic communities to achieve success. The greatest decreases in students’ interest and effort occur when they transition into secondary school, with students from low socioeconomic communities at greatest risk of disengagement. What can teachers do to engage their students during this key life transition? This project plans to identify teacher behaviours that motivate students in their first year at secondary school. Using an experimental design with a representative sample of 150 teachers and 1500 students in low socioeconomic areas across three states, the project plans to test whether an online professional learning program for teachers can improve student engagement and achievement. This cost-effective and scalable intervention is designed for widespread dissemination to Australian teachers.Read moreRead less