Donald Williamson
Donald Williamson
Assistant Professor, Indiana University
Verified email at indiana.edu - Homepage
Title
Cited by
Cited by
Year
Complex ratio masking for monaural speech separation
DS Williamson, Y Wang, DL Wang
IEEE/ACM transactions on audio, speech, and language processing 24 (3), 483-492, 2016
4172016
Time-frequency masking in the complex domain for speech dereverberation and denoising
DS Williamson, DL Wang
IEEE/ACM transactions on audio, speech, and language processing 25 (7), 1492 …, 2017
1582017
Complex ratio masking for joint enhancement of magnitude and phase
DS Williamson, Y Wang, DL Wang
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
642016
Towards Quantifying the" Album Effect" in Artist Identification.
YE Kim, DS Williamson, S Pilli
ISMIR, 393-394, 2006
542006
Reconstruction techniques for improving the perceptual quality of binary masked speech
DS Williamson, Y Wang, DL Wang
The Journal of the Acoustical Society of America 136 (2), 892-902, 2014
332014
Speech dereverberation and denoising using complex ratio masks
DS Williamson, DL Wang
2017 IEEE international conference on acoustics, speech and signal …, 2017
322017
Impact of phase estimation on single-channel speech separation based on time-frequency masking
F Mayer, DS Williamson, P Mowlaee, DL Wang
The Journal of the Acoustical Society of America 141 (6), 4668-4679, 2017
232017
Estimating nonnegative matrix model activations with deep neural networks to increase perceptual speech quality
DS Williamson, Y Wang, DL Wang
The Journal of the Acoustical Society of America 138 (3), 1399-1407, 2015
202015
A two-stage approach for improving the perceptual quality of separated speech
DS Williamson, Y Wang, DL Wang
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
192014
On loss functions and recurrency training for GAN-based speech enhancement systems
Z Zhang, C Deng, Y Shen, DS Williamson, Y Sha, Y Zhang, H Song, X Li
arXiv preprint arXiv:2007.14974, 2020
152020
Automatic Music Similarity Assessment and Recommendation
DS Williamson
Drexel University, 2007
142007
An attention enhanced multi-task model for objective speech assessment in real-world environments
X Dong, DS Williamson
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
122020
Deep neural networks for estimating speech model activations
DS Williamson, Y Wang, DL Wang
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
112015
A classification-aided framework for non-intrusive speech quality assessment
X Dong, DS Williamson
2019 IEEE Workshop on Applications of Signal Processing to Audio and …, 2019
102019
Monaural speech separation using a phase-aware deep denoising auto encoder
DS Williamson
2018 IEEE 28th International Workshop on Machine Learning for Signal …, 2018
92018
Long-term SNR estimation using noise residuals and a two-stage deep-learning framework
X Dong, DS Williamson
International Conference on Latent Variable Analysis and Signal Separation …, 2018
62018
A sparse representation approach for perceptual quality improvement of separated speech
DS Williamson, Y Wang, DL Wang
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
62013
A pyramid recurrent network for predicting crowdsourced speech-quality ratings of real-world signals
X Dong, DS Williamson
arXiv preprint arXiv:2007.15797, 2020
52020
Investigation of phase distortion on perceived speech quality for hearing-impaired listeners
Z Zhang, DS Williamson, Y Shen
arXiv preprint arXiv:2007.14986, 2020
42020
Incorporating intra-spectral dependencies with a recurrent output layer for improved speech enhancement
KM Nayem, DS Williamson
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
42019
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