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
Digital media, location awareness, and the politics of geodata. This project aims to examine the increasingly pervasive role of location metadata, or geodata, in Australian smartphone practices and cultures and the implications this has for users, industry, and public administration. The project will deliver online and open resources to enhance public understanding of geodata and geoprivacy, as well as industry and policy recommendations that address the crucial issue of ‘location awareness’ in ....Digital media, location awareness, and the politics of geodata. This project aims to examine the increasingly pervasive role of location metadata, or geodata, in Australian smartphone practices and cultures and the implications this has for users, industry, and public administration. The project will deliver online and open resources to enhance public understanding of geodata and geoprivacy, as well as industry and policy recommendations that address the crucial issue of ‘location awareness’ in everyday digital media use. The project will generate new insights into the critical role of geodata in everyday digital media use and will contribute to broader public discussion about data privacy, surveillance and cybersecurity. Its findings will also provide industry benefits, enhancing developers’ understanding of how everyday users apprehend and negotiate the privacy implications of location services.Read moreRead less
Enabling Situated Immersive Science Collaboration with Remote Sensing Data . This project aims to help scientists communicate and collaborate in immersive environments. Fieldwork is more valuable to scientists than looking at abstract remote data, but expense, danger, or inaccessible locations often stand in the way. This project will address this issue by researching and designing immersive environments that combine remote data with visualisations and new interaction tools for science teams to ....Enabling Situated Immersive Science Collaboration with Remote Sensing Data . This project aims to help scientists communicate and collaborate in immersive environments. Fieldwork is more valuable to scientists than looking at abstract remote data, but expense, danger, or inaccessible locations often stand in the way. This project will address this issue by researching and designing immersive environments that combine remote data with visualisations and new interaction tools for science teams to make sense of spatial and temporal aspects of data. Outcomes will include new presentation and interaction methods, an evaluation with geoscientists, and a framework for designing interactive systems that enable situated interactions. Benefits will include helping Australian scientists overcome distance in their research. Read moreRead less