Discovery Projects - Grant ID: DP230101184

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP230101184

Funding Status
Active

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Funded Activity Summary

Automatic detection and modelling of acoustic markers of speech timing. This project aims to create new automatic sensing, analysis and assessment of cognitive, affective, mental and physical state from voice for mobile and computing devices. This project expects to generate new understanding of the effects of these states on detailed timing indicators of speech motor control, and new signal processing and machine learning methods that best exploit it. Expected outcomes from this project include a new and accurate deep neural network framework for learning, analysing and detecting human states from speech automatically using articulatory timing markers. This should provide significant benefits, such as individually-tailored, frequent and low-cost automatic detection, monitoring and analytics for adverse states.

Funded Activity Details

Start Date: 01-01-2023

End Date: 31-12-2025

Funding Scheme: Discovery Projects

Funding Amount: $409,290.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Speech recognition | Affective computing | Artificial intelligence

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Affective computing | Artificial intelligence | Health Status (Incl. Wellbeing) | Speech recognition

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