Discovery Projects - Grant ID: DP170102907

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP170102907

Funding Status
Closed

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Funded Activity Summary

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.

Funded Activity Details

Start Date: 01-01-2017

End Date: 31-12-2020

Funding Scheme: Discovery Projects

Funding Amount: $323,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Pattern Recognition and Data Mining | Artificial Intelligence and Image Processing | Natural Language Processing

ANZSRC Socio-Economic Objective (SEO)

Expanding Knowledge in Engineering | Expanding Knowledge in Technology |

Other Keywords

Artificial Intelligence and Image Processing | Expanding Knowledge in Engineering | Expanding Knowledge in Technology | Natural Language Processing | Pattern Recognition and Data Mining

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