Publication List
Preprint articles
-
Xiao-Lei Zhang
Deep ad-hoc beamforming.
arXiv preprint arXiv:1811.01233,
6th November 2018,
last revised on 7th January 2019.
[pdf][arXiv]
-
Xiao-Lei Zhang.
Linear regression for speaker verification.
arXiv preprint arXiv:1802.04113,
12th February 2018.
[pdf][arXiv]
-
Xiao-Lei Zhang.
An investigation of universal background sparse coding based speaker
verification on TIMIT.
arXiv preprint arXiv:1509.07298,
24th September 2015, last updated on 15th March 2017.
[pdf][supplement][code][arXiv]
Selected publications
2020
-
Jian-Yu Wang and
Xiao-Lei Zhang.
Deep topic modeling by multilayer bootstrap networks and lasso.
In Proceedings of the 25th IEEE International Conference on Pattern
Recognition (ICPR 2020), Milan, Italy, January 2021, accepted.
[pdf] -
Zhongxin Bai, Xiao-Lei Zhang,
and Jingdong Chen.
Partial AUC optimization based deep speaker embeddings with class-center
learning for text-independent speaker verification
In Proceedings of the 44th IEEE International Conference on Acoustic,
Speech, and Signal Processing (ICASSP 2020), Virtual Barcelona, May 2020,
6819-6823.
[pdf] -
Zhongxin Bai,
Xiao-Lei Zhang, and Jingdong Chen.
Speaker verification by partial AUC optimization with Mahalanobis distance
metric learning.
IEEE/ACM Transactions on Audio, Speech, and Language Processing,
volume 28, pages 1533-1548, 2020.
[pdf] -
Zhongxin Bai,
Xiao-Lei Zhang, and Jingdong Chen.
Cosine
metric learning based speaker verification.
Speech
Communication, volume 118, pages 10--20, 2020
¡¡
2019
-
Ziye Yang and
Xiao-Lei Zhang.
Boosting spatial
information for deep learning based multichannel speaker-independent speech
separation In reverberant environments.
In In Proceedings of
Asia-Pacific Signal and Information Processing Association
Annual Summit and Conference
(APSIPA ASC 2019),
Lanzhou, China, November 2019. -
Mou Wang,
Xiao-Lei Zhang, and Susanto Rahardja.
A hybrid approach
for mobile phone clustering with speech recordings.
In Proceedings of
the 12th International Conference on Ubi-Media Computing (Ubi-Media 2019),
Bali, Indonesia, 2019.
(Best paper award) -
Naijun Zheng and Xiao-Lei
Zhang.
Phase-aware speech enhancement based on deep neural networks.
IEEE/ACM Transactions on Audio, Speech, and Language Processing,
volume 27, number 1, pages 63-76, 2019.
[pdf]
2018
-
Zhongxin Bai,
Xiao-Lei Zhang and
Jingdong Chen.
Cosine metric learning for speaker verification in the i-vector space.
In Proceedings of Interspeech,
Hyderabad, India, September 2018, 1126-1130.
[pdf]
-
Xiao-Lei Zhang.
Multilayer
bootstrap networks.
Neural Networks, volume 103,
pages 29-43, 2018.
[pdf][arXiv][project
page]
2017
-
Xiao-Lei Zhang.
Speech
separation by cost sensitive deep learning.
In Proceedings of APSIPA Annual
Summit and Conference, Malaysia, December 2017, 159-162.
[pdf]
2016
-
Xiao-Lei Zhang.
Universal background sparse coding and multilayer bootstrap network for
speaker clustering.
In Proceedings of Interspeech, San Francisco, USA, September 2016,
1858-1862.
[pdf][supplement][UBSC+MBN_code
(3.0MB)]
-
Xiao-Lei Zhang and
DeLiang Wang.
A deep ensemble learning method for monaural speech separation.
IEEE/ACM Transactions on Audio, Speech, and Language Processing,
volume 24, number 5, pages 967-977, 2016.
[pdf][supplement]
-
Xiao-Lei Zhang and
DeLiang Wang.
Boosting contextual information for deep neural network based voice
activity detection.
IEEE/ACM Transactions on Audio, Speech, and Language Processing, volume
24, number 2, pages 252-264, February 2016.
[pdf][supplement][example_of_automatic_labeling (6.0MB)]
2015
-
Xiao-Lei Zhang and
DeLiang Wang.
Multi-resolution stacking for speech separation based on boosted DNN.
In Proceedings of Interspeech, Dresden, Germany, September 2015, pages
1745-1749.
[pdf]
-
Xiao-Lei
Zhang.
Heuristic ternary error correcting output codes via weight
optimization and layered clustering-based
approach.
IEEE Transactions on Cybernetics, volume 45, number 2, pages
289-301, February 2015.
[pdf]
-
Xiao-Lei Zhang.
Convex discriminative multitask clustering.
IEEE Transactions on Pattern Analysis and
Machine Intelligence, volume 37, number 1, pages 28-40, January,
2015.
[pdf][supplement]
2014
-
Xiao-Lei Zhang.
Nonlinear dimensionality
reduction of data by deep distributed random samplings.
In JMLR Workshop and Conference Proceedings 39: the
6th Asian Conference on Machine Learning, Nha Trang, Vietnam, November 2014,
pages 221--233.
[see arxiv for
the latest full revision]
-
Xiao-Lei Zhang and
DeLiang Wang.
Boosted deep neural networks and multi-resolution cochleagram features
for voice activity detection.
In Proceedings of Interspeech, Singapore, 2014, pages 1534--1538.
[pdf]
-
Xiao-Lei Zhang.
Unsupervised domain adaptation for deep neural network based voice
activity detection.
In Proceedings of the 39th IEEE International Conference on Acoustic,
Speech, and Signal Processing, Florence, Italy, May 2014, pages 6864--6868.
[pdf]
-
Xiao-Lei Zhang and
Ji Wu.
Denoising deep neural networks based voice activity detection.
In Proceedings of the 38th IEEE International Conference on Acoustic,
Speech, and Signal Processing, Vancouver, Canada, May 2013, pages
853-857.
-
Xiao-Lei Zhang and
Ji Wu.
Weight optimization and layered clustering-based ecoc.
In Proceedings of the 38th IEEE International Conference on Acoustic,
Speech, and Signal Processing, Vancouver, Canada, May 2013, pages
3477-3481.
-
Xiao-Lei Zhang and Ji Wu.
Deep belief networks based voice
activity detection.
IEEE Transactions on Audio, Speech, and Language Processing, volume 21,
number 4, pages 697-710, April 2013.
[pdf]
2012
-
Xiao-Lei Zhang and Ji Wu.
Linearithmic time sparse and convex maximum margin clustering.
IEEE Transactions on Systems, Man, and Cybernetics¡ªPart B: Cybernetics,
volume 42, number 6, pages 1669-1692, December 2012. [pdf]
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