Linkage Infrastructure, Equipment And Facilities - Grant ID: LE100100211
Funder
Australian Research Council
Funding Amount
$650,000.00
Summary
The Big Australian Speech Corpus: An audio-visual speech corpus of Australian English. Contemporary speech science and technology are driven by the availability of large speech corpora. While audio databases exist for languages spoken in America, Europe and Japan, there is currently no large auditory-visual database of spoken language, and certainly not one for Australian English. Here we will establish the Big Australian Speech Corpus, which will support a speech science research and developmen ....The Big Australian Speech Corpus: An audio-visual speech corpus of Australian English. Contemporary speech science and technology are driven by the availability of large speech corpora. While audio databases exist for languages spoken in America, Europe and Japan, there is currently no large auditory-visual database of spoken language, and certainly not one for Australian English. Here we will establish the Big Australian Speech Corpus, which will support a speech science research and development using Australian English and facilitate the development of Australian speech technology applications from automatic speech recognition and text-to-speech synthesis used in taxi and other ordering services, to hearing prostheses and talking head aids for learning-impaired children, and a range of security and forensic applications.Read moreRead less
Learning and choosing in a complex world. How do people make choices in a complex world? Making good choices requires expertise, but people must often forego rewards in order to acquire this knowledge. This is the essence of an "explore-exploit dilemma": to maximise rewards across a long time frame, people must take the time to explore and learn now. Empirically, this project aims to unify much of the existing psychological literature and extend it to cover richer, more complex problems. Theoret ....Learning and choosing in a complex world. How do people make choices in a complex world? Making good choices requires expertise, but people must often forego rewards in order to acquire this knowledge. This is the essence of an "explore-exploit dilemma": to maximise rewards across a long time frame, people must take the time to explore and learn now. Empirically, this project aims to unify much of the existing psychological literature and extend it to cover richer, more complex problems. Theoretically, the project aims to use tools from machine learning to compare human decision making to optimal planning models.Read moreRead less
Digital China: From cultural presence to innovative nation. This project aims to investigate how digital platforms and technologies help Chinese culture and ideas reach the world. While China's global cultural presence has increased, it is not seen as an innovative nation. The project examines how the Chinese government’s internet+ strategy changes power dynamics among political institutions, commercially motivated digital companies and online communities. The project will investigate internatio ....Digital China: From cultural presence to innovative nation. This project aims to investigate how digital platforms and technologies help Chinese culture and ideas reach the world. While China's global cultural presence has increased, it is not seen as an innovative nation. The project examines how the Chinese government’s internet+ strategy changes power dynamics among political institutions, commercially motivated digital companies and online communities. The project will investigate internationalisation strategies and consumption of Chinese culture on digital platforms in China, Australia, Hong Kong, Singapore and South Korea. It expects to understand the implications of China's digital ascendency and the lessons for Australia in the post-resources boom era.Read moreRead less
Australian cultural and creative activity: A population and hotspot analysis. This project aims to grasp the contemporary dynamics of cultural and creative activity in Australia. It represents a major innovation, bringing together population-level and comparative studies of local cultural and creative activity. The comprehensive project will advance the integration of quantitative and qualitative research strategies, painting a complete national picture, while also exploring the factors that are ....Australian cultural and creative activity: A population and hotspot analysis. This project aims to grasp the contemporary dynamics of cultural and creative activity in Australia. It represents a major innovation, bringing together population-level and comparative studies of local cultural and creative activity. The comprehensive project will advance the integration of quantitative and qualitative research strategies, painting a complete national picture, while also exploring the factors that are producing local and regional creative hotspots. The project will deliver outputs such as reports and forums that are framed in close collaboration with partners in order to deliver outcomes such as better-targeted policy and program initiatives. This will provide national cultural and policy benefits from placing the creative sector in front of policy makers as a vital contributor to high growth, labour-intensive economic activity in the context of the Australian economy in transition.Read moreRead less
Expecting the unexpected: how people prioritise predictability. This project aims to investigate how people represent and use information about unpredictability in their environment. Seeing too much predictability is problematic, but seeing too little can also be a problem, for example inappropriate "learned helplessness" can occur, whereby people feel disempowered because the world is seen as random. Recent findings demonstrated a bias in fundamental learning that may maintain these inappropria ....Expecting the unexpected: how people prioritise predictability. This project aims to investigate how people represent and use information about unpredictability in their environment. Seeing too much predictability is problematic, but seeing too little can also be a problem, for example inappropriate "learned helplessness" can occur, whereby people feel disempowered because the world is seen as random. Recent findings demonstrated a bias in fundamental learning that may maintain these inappropriate beliefs about unpredictability. This bias is not anticipated by formal theories of learning. The project will investigate how this bias is brought about by first formalising a novel theory of fundamental learning and then systematically testing its assumptions.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
Uncovering the processes underlying human reasoning: A state-trace approach. This project aims to answer the most important unresolved question in the psychology of reasoning; how many distinct cognitive processes underlie human reasoning? To answer this question, this project aims to conduct an extensive experimental investigation of the factors that selectively impact inductive and deductive inferences and the application of high-dimensional state-trace analysis; a powerful new method for diag ....Uncovering the processes underlying human reasoning: A state-trace approach. This project aims to answer the most important unresolved question in the psychology of reasoning; how many distinct cognitive processes underlie human reasoning? To answer this question, this project aims to conduct an extensive experimental investigation of the factors that selectively impact inductive and deductive inferences and the application of high-dimensional state-trace analysis; a powerful new method for diagnosing underlying processes from behavioural data. The project is expected also to develop a new computational model that accounts for both inductive and deductive forms of reasoning.Read moreRead less
Investigation of recognition memory in behavioural, electrophysiological, and functional neuro-imaging domains using state-trace analysis. This project utilises a novel methodology to investigate human recognition memory across three separate domains - behavioural, electrophysiological and functional neuro-imaging. The aim is to determine how these three aspects of memory are related and if they can be united by a single theory.
New approaches measuring Australia’s creative workforce: Beyond the Census . This project aims to develop new approaches to measuring Australia’s creative workforce to address increasingly urgent questions about the value of this growing but poorly understood part of the economy and society. It expects to develop and demonstrate novel methods for capturing a range of creative activity currently at the margins of traditional measurement typified by the Census. Expected outcomes, which will benefi ....New approaches measuring Australia’s creative workforce: Beyond the Census . This project aims to develop new approaches to measuring Australia’s creative workforce to address increasingly urgent questions about the value of this growing but poorly understood part of the economy and society. It expects to develop and demonstrate novel methods for capturing a range of creative activity currently at the margins of traditional measurement typified by the Census. Expected outcomes, which will benefit industry partners, the cultural and creative industries, and international scholarship, include new understandings of the scope of creative qualifications, the contribution of creatives working outside the creative industries, the extent of second and other incomes, and the value of volunteering and online entrepreneurship.Read moreRead less
Vulnerability and the news media: Investigating print media coverage of groups deemed to be vulnerable in Australian society, and the media's understanding of their status. The media plays a major role informing society about itself. Today, there are considerable divisions within society, sometimes based upon misunderstanding, sometimes ignorance. This project seeks to break down those divisions by helping to train journalists to report knowledgeably on vulnerable groups. By developing protocols ....Vulnerability and the news media: Investigating print media coverage of groups deemed to be vulnerable in Australian society, and the media's understanding of their status. The media plays a major role informing society about itself. Today, there are considerable divisions within society, sometimes based upon misunderstanding, sometimes ignorance. This project seeks to break down those divisions by helping to train journalists to report knowledgeably on vulnerable groups. By developing protocols which journalists can adopt when reporting on vulnerable groups, the project will add to greater understanding within society about the positive contributions these groups make to the development of Australia and even to international relations. Read moreRead less