Aaron Nicolson
Aaron Nicolson
Verified email at csiro.au
Title
Cited by
Cited by
Year
Deep learning for minimum mean-square error approaches to speech enhancement
A Nicolson, KK Paliwal
Speech Communication 111, 44-55, 2019
492019
DeepMMSE: A deep learning approach to MMSE-based noise power spectral density estimation
Q Zhang, A Nicolson, M Wang, KK Paliwal, C Wang
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1404-1415, 2020
242020
Deep learning with augmented Kalman filter for single-channel speech enhancement
SK Roy, A Nicolson, KK Paliwal
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
112020
A deep learning-based Kalman filter for speech enhancement
SK Roy, A Nicolson, KK Paliwal
Proceedings of Interspeech 2020, 2692-2696, 2020
112020
Masked multi-head self-attention for causal speech enhancement
A Nicolson, KK Paliwal
Speech Communication 125, 80-96, 2020
92020
Spectral subband centroids for robust speaker identification using marginalization-based missing feature theory
A Nicolson, J Hanson, J Lyons, K Paliwal
International Journal of Signal Processing Systems 6 (1), 12-16, 2018
82018
Deep Xi as a front-end for robust automatic speech recognition
A Nicolson, KK Paliwal
2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering …, 2020
72020
Bidirectional Long-Short Term Memory Network-based Estimation of Reliable Spectral Component Locations.
A Nicolson, KK Paliwal
INTERSPEECH, 1606-1610, 2018
62018
DeepLPC: A deep learning approach to augmented Kalman filter-based single-channel speech enhancement
SK Roy, A Nicolson, KK Paliwal
IEEE Access 9, 64524-64538, 2021
52021
Deep Residual-Dense Lattice Network for Speech Enhancement.
M Nikzad, A Nicolson, Y Gao, J Zhou, KK Paliwal, F Shang
AAAI, 8552-8559, 2020
52020
DeepLPC-MHANet: Multi-Head Self-Attention for Augmented Kalman Filter-Based Speech Enhancement
SK Roy, A Nicolson, KK Paliwal
IEEE Access 9, 70516-70530, 2021
32021
Sum-product networks for robust automatic speaker identification
A Nicolson, KK Paliwal
Proceedings of Interspeech 2020, 1516-1520, 2019
32019
Spectral distortion level resulting in a just-noticeable difference between an a priori signal-to-noise ratio estimate and its instantaneous case
A Nicolson, KK Paliwal
The Journal of the Acoustical Society of America 148 (4), 1879-1889, 2020
22020
On training targets for deep learning approaches to clean speech magnitude spectrum estimation
A Nicolson, KK Paliwal
The Journal of the Acoustical Society of America 149 (5), 3273-3293, 2021
12021
On training targets for supervised LPC estimation to augmented Kalman filter-based speech enhancement
SK Roy, A Nicolson, KK Paliwal
TechRxiv, 2021
12021
Deep learning-based single-ended objective quality measures for time-scale modified audio
T Roberts, A Nicolson, KK Paliwal
arXiv preprint arXiv:2009.02940, 2020
12020
Monaural Speech Enhancement Using a Multi-Branch Temporal Convolutional Network
Q Zhang, A Nicolson, M Wang, KK Paliwal, C Wang
arXiv preprint arXiv:1912.12023, 2019
12019
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