Discovery Projects - Grant ID: DP190102479

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP190102479

Funding Status
Closed

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Funded Activity Summary

Integrating biologically-inspired auditory models into deep learning. This project aims to discover how a biologically inspired auditory model can be tightly integrated into a state-of-the-art deep learning speech processing framework, to model, design and verify a deep learning based auditory model. Voice-based technologies, ranging from cochlear implants to smart homes, are growing at a rapid pace and speech interfaces are being integrated with all aspects of our lives. However, there is a growing demand to improve these voice-enabled services, making them more secure and less open to cyber-crime attack by unauthorised users. The project is expected to improve techniques for modelling and automatic processing of speech and audio signals, which should provide significant benefits, including improved voice biometrics and cochlear implants.

Funded Activity Details

Start Date: 01-04-2019

End Date: 31-12-2022

Funding Scheme: Discovery Projects

Funding Amount: $385,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Electrical and Electronic Engineering | Signal Processing |

ANZSRC Socio-Economic Objective (SEO)

Expanding Knowledge in Engineering | Expanding Knowledge in Technology

Other Keywords

Electrical and Electronic Engineering | Expanding Knowledge in Engineering | Expanding Knowledge in Technology | Signal Processing

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