Aaron Nicolson

发表

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

A. Terhorst, J. Dowling, A. Gillman, 2021, Physical and Engineering Sciences in Medicine.

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

K. Paliwal, Aaron Nicolson, 2020, The Journal of the Acoustical Society of America.

CSIRO at ImageCLEFmedical Caption 2022

Rodrigo Santa Cruz, J. Dowling, Aaron Nicolson, 2022, CLEF.

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

Kuldip K. Paliwal, Aaron Nicolson, K. Paliwal, 2019, Speech Commun..

Spectral Subband Centroids for Robust Speaker Identification using Marginalization-based Missing Feature Theory

Kuldip K. Paliwal, James G. Lyons, Jack Hanson, 2018 .

Deep Learning-Based Single-Ended Objective Quality Measures for Time-Scale Modified Audio pdf

Kuldip K. Paliwal, Aaron Nicolson, Timothy Roberts, 2020, ArXiv.

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

Kuldip K. Paliwal, Qiquan Zhang, Mingjiang Wang, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

DeepLPC-MHANet: Multi-Head Self-Attention for Augmented Kalman Filter-Based Speech Enhancement

Kuldip K. Paliwal, Aaron Nicolson, Sujan Kumar Roy, 2021, IEEE Access.

Deep Xi as a Front-End for Robust Automatic Speech Recognition pdf

Kuldip K. Paliwal, Aaron Nicolson, K. Paliwal, 2019, 2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE).

Masked multi-head self-attention for causal speech enhancement

Kuldip K. Paliwal, Aaron Nicolson, K. Paliwal, 2020, Speech Commun..

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

Kuldip K. Paliwal, Aaron Nicolson, Sujan Kumar Roy, 2021, IEEE Access.

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

Kuldip K. Paliwal, Aaron Nicolson, Timothy Roberts, 2021, Journal of the Audio Engineering Society.

Improving Chest X-Ray Report Generation by Leveraging Warm-Starting

Bevan Koopman, Aaron Nicolson, Jason Dowling, 2022, ArXiv.

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

K. Paliwal, Aaron Nicolson, 2020, The Journal of the Acoustical Society of America.

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

Kuldip K. Paliwal, Aaron Nicolson, K. Paliwal, 2020, Journal of the Acoustical Society of America.

A Time-Frequency Attention Module for Neural Speech Enhancement

E. Ambikairajah, Haizhou Li, Aaron Nicolson, 2023, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

A Deep Learning-Based Kalman Filter for Speech Enhancement

Kuldip K. Paliwal, Aaron Nicolson, Sujan Kumar Roy, 2020, INTERSPEECH.

Deep Learning with Augmented Kalman Filter for Single-Channel Speech Enhancement

Kuldip K. Paliwal, Aaron Nicolson, Sujan Kumar Roy, 2020, 2020 IEEE International Symposium on Circuits and Systems (ISCAS).

Deep Residual-Dense Lattice Network for Speech Enhancement pdf

Kuldip K. Paliwal, Fanhua Shang, Yongsheng Gao, 2020, AAAI.

Sum-Product Networks for Robust Automatic Speaker Identification

Kuldip K. Paliwal, Aaron Nicolson, K. Paliwal, 2019, INTERSPEECH.

Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation

J. Dowling, Aaron Nicolson, B. Koopman, 2023, 2307.09758.

Improving Chest X-Ray Report Generation by Leveraging Warm-Starting

J. Dowling, Aaron Nicolson, B. Koopman, 2022, Artif. Intell. Medicine.

e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation

J. Dowling, Aaron Nicolson, B. Koopman, 2023, Workshop on Biomedical Natural Language Processing.

Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement

Qiquan Zhang, Aaron Nicolson, Qi Song, 2021, Interspeech.

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

Kuldip K. Paliwal, Aaron Nicolson, K. Paliwal, 2018, INTERSPEECH.

Time-Frequency Attention for Monaural Speech Enhancement

Haizhou Li, Aaron Nicolson, Zhaoheng Ni, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

K. Paliwal, Aaron Nicolson, S. K. Roy, 2022, Speech Commun..

Monaural Speech Enhancement Using a Multi-Branch Temporal Convolutional Network

K. Paliwal, Aaron Nicolson, Mingjiang Wang, 2019, SSRN Electronic Journal.

Monaural Speech Enhancement Using Deep Multi-Branch Residual Network with 1-D Causal Dilated Convolutions

Mingjiang Wang, Aaron Nicolson, Qiquan Zhang, 2019, 1912.12023.

Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation

J. Dowling, Aaron Nicolson, B. Koopman, 2023, ArXiv.

Sum-Product Networks for Robust Automatic Speaker Recognition

K. Paliwal, Aaron Nicolson, 2019, ArXiv.

DBCE : A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations

Rodrigo Santa Cruz, C. Fookes, P. Bourgeat, 2023, 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).