Aaron Nicolson

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 32

Top Topics

Speech Enhancement

Quality Measures

Top Venues

CLEF (Working Notes)

Publications

Aaron Nicolson, Shengyao Zhuang, Jason Dowling, Bevan Koopman
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It. CoRR (2024)
Evi M. C. Huijben, Maarten L. Terpstra, Arthur Jr Galapon, Suraj Pai, Adrian Thummerer, Peter Koopmans, Manya Afonso, Maureen A. J. M. van Eijnatten, Oliver J. Gurney-Champion, Zeli Chen, Yiwen Zhang, Kaiyi Zheng, Chuanpu Li, Haowen Pang, Chuyang Ye, Runqi Wang, Tao Song, Fuxin Fan, Jingna Qiu, Yixing Huang, Juhyung Ha, Jong Sung Park, Alexandra Alain-Beaudoin, Silvain Bériault, Pengxin Yu, Hongbin Guo, Zhanyao Huang, Gengwan Li, Xueru Zhang, Yubo Fan, Han Liu, Bowen Xin, Aaron Nicolson, Lujia Zhong, Zhiwei Deng, Gustav Müller-Franzes, Firas Khader, Xia Li, Ye Zhang, Cédric Hémon, Valentin Boussot, Zhihao Zhang, Long Wang, Lu Bai, Shaobin Wang, Derk Mus, Bram Kooiman, Chelsea A. H. Sargeant, Edward G. A. Henderson, Satoshi Kondo, Satoshi Kasai, Reza Karimzadeh, Bulat Ibragimov, Thomas Helfer, Jessica Dafflon, Zijie Chen, Enpei Wang, Zoltán Perkó, Matteo Maspero
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report. Medical Image Anal. 97 (2024)
Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models. CoRR (2024)
Joshua Peters, Léo Lebrat, Rodrigo Santa Cruz, Aaron Nicolson, Gregg Belous, Salamata Konate, Parnesh Raniga, Vincent Doré, Pierrick Bourgeat, Jurgen Mejan-Fripp, Clinton Fookes, Olivier Salvado
DBCE : A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations. WACV (2023)
Aaron Nicolson, Jason Dowling, Bevan Koopman
Improving chest X-ray report generation by leveraging warm starting. Artif. Intell. Medicine 144 (2023)
Aaron Nicolson, Jason Dowling, Bevan Koopman
A Concise Model for Medical Image Captioning. CLEF (Working Notes) (2023)
Qiquan Zhang, Xinyuan Qian, Zhaoheng Ni, Aaron Nicolson, Eliathamby Ambikairajah, Haizhou Li
A Time-Frequency Attention Module for Neural Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Aaron Nicolson, Jason Dowling, Bevan Koopman
Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation. CoRR (2023)
Aaron Nicolson, Jason Dowling, Bevan Koopman
e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation. BioNLP@ACL (2023)
Aaron Nicolson, Jason Dowling, Bevan Koopman
Improving Chest X-Ray Report Generation by Leveraging Warm-Starting. CoRR (2022)
Qiquan Zhang, Qi Song, Zhaoheng Ni, Aaron Nicolson, Haizhou Li
Time-Frequency Attention for Monaural Speech Enhancement. ICASSP (2022)
Léo Lebrat, Aaron Nicolson, Rodrigo Santa Cruz, Gregg Belous, Bevan Koopman, Jason Dowling
CSIRO at ImageCLEFmedical Caption 2022. CLEF (Working Notes) (2022)
Sujan Kumar Roy, Aaron Nicolson, Kuldip K. Paliwal
On supervised LPC estimation training targets for augmented Kalman filter-based speech enhancement. Speech Commun. 142 (2022)
Bowen Xin, Hang Min, Ashley G. Gillman, Bevan Koopman, Jason Dowling, Aaron Nicolson
CSIRO at the ImageCLEFmedical 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D Deep Learning Detection Network Approach. CLEF (Working Notes) (2022)
Aaron Nicolson, Jason Dowling, Bevan Koopman
ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images. CLEF (2022)
Qiquan Zhang, Qi Song, Zhaoheng Ni, Aaron Nicolson, Haizhou Li
Time-Frequency Attention for Monaural Speech Enhancement. CoRR (2021)
Qiquan Zhang, Qi Song, Aaron Nicolson, Tian Lan, Haizhou Li
Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement. Interspeech (2021)
Sujan Kumar Roy, Aaron Nicolson, Kuldip K. Paliwal
DeepLPC-MHANet: Multi-Head Self-Attention for Augmented Kalman Filter-Based Speech Enhancement. IEEE Access 9 (2021)
Aaron Nicolson, Jason Dowling, Bevan Koopman
AEHRC CSIRO at ImageCLEFmed Caption 2021. CLEF (Working Notes) (2021)
Sujan Kumar Roy, Aaron Nicolson, Kuldip K. Paliwal
DeepLPC: A Deep Learning Approach to Augmented Kalman Filter-Based Single-Channel Speech Enhancement. IEEE Access 9 (2021)
Timothy Roberts, Aaron Nicolson, Kuldip K. Paliwal
Deep Learning-Based Single-Ended Objective Quality Measures for Time-Scale Modified Audio. CoRR (2020)
Sujan Kumar Roy, Aaron Nicolson, Kuldip K. Paliwal
A Deep Learning-Based Kalman Filter for Speech Enhancement. INTERSPEECH (2020)
Qiquan Zhang, Aaron Nicolson, Mingjiang Wang, Kuldip K. Paliwal, Chenxu Wang
DeepMMSE: A Deep Learning Approach to MMSE-Based Noise Power Spectral Density Estimation. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Mohammad Nikzad, Aaron Nicolson, Yongsheng Gao, Jun Zhou, Kuldip K. Paliwal, Fanhua Shang
Deep Residual-Dense Lattice Network for Speech Enhancement. AAAI (2020)
Aaron Nicolson, Kuldip K. Paliwal
Masked multi-head self-attention for causal speech enhancement. Speech Commun. 125 (2020)
Aaron Nicolson, Kuldip K. Paliwal
Sum-Product Networks for Robust Automatic Speaker Identification. INTERSPEECH (2020)
Mohammad Nikzad, Aaron Nicolson, Yongsheng Gao, Jun Zhou, Kuldip K. Paliwal, Fanhua Shang
Deep Residual-Dense Lattice Network for Speech Enhancement. CoRR (2020)
Sujan Kumar Roy, Aaron Nicolson, Kuldip K. Paliwal
Deep Learning with Augmented Kalman Filter for Single-Channel Speech Enhancement. ISCAS (2020)
Aaron Nicolson, Kuldip K. Paliwal
Deep learning for minimum mean-square error approaches to speech enhancement. Speech Commun. 111 (2019)
Aaron Nicolson, Kuldip K. Paliwal
Sum-Product Networks for Robust Automatic Speaker Recognition. CoRR (2019)
Aaron Nicolson, Kuldip K. Paliwal
Deep Xi as a Front-End for Robust Automatic Speech Recognition. CoRR (2019)
Aaron Nicolson, Kuldip K. Paliwal
Bidirectional Long-Short Term Memory Network-based Estimation of Reliable Spectral Component Locations. INTERSPEECH (2018)