Liam Barrett
Research Scientist

Publications

2026

Validated Methods for Synthesising Hearing Health Data for Machine Learning: A Comparative Study of KDE and VAE Approaches

Barrett, L., Katiri, R., Ooi, Y. B., Moffitt, I., Schilder, A. G. M., & Mehta, N.

Applied Sciences

Phoneme Manner Types and Function and Content Words as Biomarkers for Different Types of Stutters in Speakers Who Continue to Stutter

Howell, P., Au, J. K.H., & Barrett, L.

International Journal of Language & Communication Disorders

2025

Automating the extraction of otology symptoms from clinic letters: a methodological study using natural language processing

Joshi, N., Noor, K., Bai, X., Forbes, M., Ross, T., Barrett, L., Dobson, R., Schilder, A., Mehta, N., & Lilaonitkul, W.

BMC Medical Informatics and Decision Making

Uncovering Phenotypes in Sensorineural Hearing Loss: A Systematic Review of Unsupervised Machine Learning Approaches

Dimitrov, L., Barrett, L., Chaudhry, A., Muzaffar, J., Lilaonitkul, W., & Mehta, N.

Ear and Hearing

2024

2022

Systematic Review of Machine Learning Approaches for Detecting Developmental Stuttering

Barrett, L., Hu, J., & Howell, P.

IEEE/ACM Transactions on Audio, Speech, and Language Processing

2021

Increasing human motor skill acquisition by driving theta-gamma coupling

Akkad, H., Dupont-Hadwen, J., Kane, E., Evans, C., Barrett, L., Frese, A., Tetkovic, I., Bestmann, S., & Stagg, C.

eLife

2020

Altered Sensory Feedback in Speech

Barrett, L., & Howell, P.

Manual of Clinical Phonetics (Book Chapter)