Aaron Nicolson - Dissemin

All papers authored by Aaron Nicolson

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2023 Aaron Nicolson

, Jason Dowling, Bevan Koopman

Improving chest X-ray report generation by leveraging warm starting

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Aaron Nicolson

, Jason Dowling, Bevan Koopman

Chest X-Ray Report Generation Checkpoints for CvT2DistilGPT2

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2022 Bowen Xin, Hang Min, Ashley G. Gillman, Bevan Koopman, Jason Dowling, Aaron Nicolson

CSIRO at the ImageCLEFmed 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D Deep Learning Detection Network Approach

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Sujan Kumar Roy

, Aaron Nicolson

, Kuldip K. Paliwal

On supervised LPC estimation training targets for augmented Kalman filter-based speech enhancement

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Aaron Nicolson

, Jason Dowling

, Bevan Koopman

ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images

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2021 Ashley G. Gillman

, Febrio Lunardo, Joseph Prinable, Gregg Belous, Aaron Nicolson

, Hang Min, Andrew Terhorst, Jason A. Dowling

Automated COVID-19 diagnosis and prognosis with medical imaging and who is publishing: a systematic review

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Timothy Roberts, Aaron Nicolson

, Kuldip K. Paliwal

Deep Learning-Based Single-Ended Quality Prediction for Time-Scale Modified Audio

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Aaron Nicolson

, Kuldip K. Paliwal

On training targets for deep learning approaches to clean speech magnitude spectrum estimation

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This paper is made freely available by the publisher.

Roy Kumar, Sujan Kumar Roy, Aaron Nicolson

, Kuldip K. Paliwal

DeepLPC: A Deep Learning Approach to Augmented Kalman Filter-Based Single-Channel Speech Enhancement

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2020 Aaron Nicolson

, Kuldip K. Paliwal

Masked multi-head self-attention for causal speech enhancement

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Sujan Kumar Roy, Aaron Nicolson

, Kuldip K. Paliwal

A Deep Learning-Based Kalman Filter for Speech Enhancement

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Aaron Nicolson

, Kuldip K. Paliwal

Sum-Product Networks for Robust Automatic Speaker Identification

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Aaron Nicolson

, Kuldip K. Paliwal

Spectral distortion level resulting in a just-noticeable difference between an a priori signal-to-noise ratio estimate and its instantaneous case

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Aaron Nicolson

SPN-ASI dataset

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Qiquan Zhang

, Aaron Mark Nicolson

, Mingjiang Wang

, Kuldip K. Paliwal

, Chen-Xu Wang

DeepMMSE: A Deep Learning Approach to MMSE-based Noise Power Spectral Density Estimation

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2019 Aaron Nicolson

, Kuldip K. Paliwal

Deep learning for minimum mean-square error approaches to speech enhancement

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2018 Aaron Nicolson

, Kuldip K. Paliwal

Bidirectional Long-Short Term Memory Network-based Estimation of Reliable Spectral Component Locations

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All papers authored by Aaron Nicolson