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Perceptually-motivated speech parameters for concurrent coding and noise-robust distributed recognition of human speech for mobile telephony systems. With speech being a simple and natural form of communication, speech recognition technology is being widely used in mobile phones. Nowadays, consumers can interact with remote systems via spoken words. This project will develop remote speech recognition with better accuracy and noise-robustness while using the existing mobile phone infrastructure.
The next generation speaker recognition system. The next generation of speaker recognition technologies developed through this project will enable secure person authentication by voice in financial transactions and benefit the community through the elimination of identity fraud. This project will safeguard Australia by identifying criminal suspects using their voice and combat terrorism by using voice to locate and track terrorists.
Subband centroids and deep neural networks for robust speech recognition. This project aims to improve the robustness and accuracy of automatic speech and speaker recognition systems. Though these systems work reasonably well in noise-free environments, their performance deteriorates drastically even in the presence of a small amount of noise. To overcome this problem, this project proposes a missing-feature approach for robust speech and speaker recognition. This approach is expected to make th ....Subband centroids and deep neural networks for robust speech recognition. This project aims to improve the robustness and accuracy of automatic speech and speaker recognition systems. Though these systems work reasonably well in noise-free environments, their performance deteriorates drastically even in the presence of a small amount of noise. To overcome this problem, this project proposes a missing-feature approach for robust speech and speaker recognition. This approach is expected to make the speech and speaker recognition systems less sensitive to additive background noise and make them more useful in telecommunications and business.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE120100508
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
A framework for building dynamic knowledge bases in the biomedical domain. This project will provide clinicians and researchers with a semantics and time-aware technique, which will help them work together to build and maintain the knowledge required to support a better management and understanding of the mechanisms (for example, gene mutations) that affect diseases in any biomedical domain.
Special Research Initiatives - Grant ID: SR0354575
Funder
Australian Research Council
Funding Amount
$30,000.00
Summary
Earth and Ocean Informatics and Technology Network (EON-ITnet). Sustainable resource exploration and mining onshore, as well as marine planning, exploration, and defence depend on effective cross-disciplinary investigation, sharing of expertise and technologies for integration and computational analysis of multidimensional data spaces. EON-ITNET will cross-fertilise the use of artificial intelligence, advanced computing and smart information sharing for management, analysis, visualisation and me ....Earth and Ocean Informatics and Technology Network (EON-ITnet). Sustainable resource exploration and mining onshore, as well as marine planning, exploration, and defence depend on effective cross-disciplinary investigation, sharing of expertise and technologies for integration and computational analysis of multidimensional data spaces. EON-ITNET will cross-fertilise the use of artificial intelligence, advanced computing and smart information sharing for management, analysis, visualisation and metadata modelling between these traditionally separate research groups, with the outcome of improving research efficiency and lowering costs. EON-ITNET will form an alliance with the Caltech-based GeoFramework, which is advancing a novel object-oriented data analysis environment, binding community software for Earth visualisation and simulation to 4D data bases.Read moreRead less
The world through the prism of language: a cross-linguistic view of genders, noun classes, and classifiers. Australia is one of the most multilingual and multicultural countries in the world, with several hundred indigenous and immigrant languages. Noun classification devices - ranging from gender systems in familiar Indo-European languages to numeral classifiers in Southeast Asian languages - offer a unique insight into people's categorisation of the world around them. In-depth knowledge of how ....The world through the prism of language: a cross-linguistic view of genders, noun classes, and classifiers. Australia is one of the most multilingual and multicultural countries in the world, with several hundred indigenous and immigrant languages. Noun classification devices - ranging from gender systems in familiar Indo-European languages to numeral classifiers in Southeast Asian languages - offer a unique insight into people's categorisation of the world around them. In-depth knowledge of how speakers of different languages classify objects around them will promote intercultural understanding within Australia and world-wide, allowing us to overcome potential miscommunications due to different language backgrounds, and advancing our understanding of the region and the world (within the National Priority 'Safeguarding Australia'). Read moreRead less
Improving engagement in learning and transition to mainstream schooling for newly-arrived Sudanese youth in the middle years of schooling. The 'new wave' of Sudanese refugees (48.3% of 2003 intake) with disrupted educational and social/emotional backgrounds is currently challenging Australian schools' expertise and resources. Using frameworks that draw on cultural theory, identity and language, the study will explore the social capital needs (skills and capacities, and resource needs) of Sudanes ....Improving engagement in learning and transition to mainstream schooling for newly-arrived Sudanese youth in the middle years of schooling. The 'new wave' of Sudanese refugees (48.3% of 2003 intake) with disrupted educational and social/emotional backgrounds is currently challenging Australian schools' expertise and resources. Using frameworks that draw on cultural theory, identity and language, the study will explore the social capital needs (skills and capacities, and resource needs) of Sudanese middle-schooling students enabling successful, productive and engaged transition from their on-arrival program into mainstream secondary schooling. The resulting model and web-based materials will provide a framework for educating other groups likely to follow from Africa/elsewhere, and meet the National Priority Goal: strengthening Australia's social fabric.Read moreRead less
Immigration, technology and literacy: key challenges for language policy in a changing Japan. Australia needs a sophisticated understanding of social and cultural dynamics in a regional partner with whom we have substantial economic, political and cultural relations. This project will problematise current language policy in Japan to take account of important recent areas of social transformation and associated key cultural beliefs about language. It will produce a body of significant individual ....Immigration, technology and literacy: key challenges for language policy in a changing Japan. Australia needs a sophisticated understanding of social and cultural dynamics in a regional partner with whom we have substantial economic, political and cultural relations. This project will problematise current language policy in Japan to take account of important recent areas of social transformation and associated key cultural beliefs about language. It will produce a body of significant individual research and policy recommendations; will bring together high profile international researchers and Japanese policy makers and educators in two collaborative exercises which will strengthen links between the two countries at both academic and government levels; and will launch the research career of a postgraduate student. Read moreRead less
The measurement of primary traits in second language oral proficiency in second language acquisition research. The proposed research will help to inform high-quality learning outcomes for international ESL (English as a Second Language) students and students who study Japanese or Spanish as a second language in Australian universities. Improved effectiveness in current second language teaching pedagogy will result from a deeper understanding of the role that the key language traits (syntactic co ....The measurement of primary traits in second language oral proficiency in second language acquisition research. The proposed research will help to inform high-quality learning outcomes for international ESL (English as a Second Language) students and students who study Japanese or Spanish as a second language in Australian universities. Improved effectiveness in current second language teaching pedagogy will result from a deeper understanding of the role that the key language traits (syntactic complexity, lexical range, accuracy and fluency) play in the attainment of advanced proficiency. 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.