Faculty Profiles - XUE Wei | The Hong Kong University of Science and Technology

Wei XUE
雪巍

DEng in Pattern Recognition and Intelligent Systems
University of Chinese Academy of Sciences, 2015

Assistant Professor
Division of Emerging Interdisciplinary Areas

(852) 3469 2558
weixue@ust.hk
Room 4337
Personal Web

Google Scholar

77lSoywAAAAJ

ORCID

0000-0002-4942-7748

ResearcherID

GKL-7948-2022

Scopus ID

55752795200

Research Interest Publications Projects Teaching Assignment RPG Supervision

Research Interest

Artificial intelligence
AI content generation
AI music
Computational audition
Speech processing

Publications

All Years 32 2023 1 2022 2 2021 2 2020 4 2019 3 2018 4 2017 16

2023 1

MoMusic: A Motion-Driven Human-AI Collaborative Music Composition and Performing System

Bian, Weizhen; Song, Yijin; Gu, Nianzhen; Chan, Tin Yan; Lo, Tsz To; Li, Tsun Sun; Wong, King Chak; Xue, Wei; Trillo, Roberto Alonso
Conference paper

2022 2

Deep Audio-Visual Beamforming for Speaker Localization

IEEE Signal Processing Letters, v. 29, April 2022, article number 9750883, p. 1132-1136
Qian, Xinyuan; Zhang, Qiquan; Guan, Guohui; Xue, Wei
Article

Speech recognition with a hearing-aid processing scheme combining beamforming with mask-informed speech enhancement

Trends in Hearing, v. 26, January 2022
Green, Tim; Hilkhuysen, Gaston; Huckvale, Mark; Rosen, Stuart; Brookes, Mike; Moore, Alastair; Naylor, Patrick; Lightburn, Leo; Xue, Wei
Article

2021 2

Causal System Identification based Compensation for Reverberation-Robust DOA Estimation

European Signal Processing Conference, v. 2021-August, December 2021, article number 9616217, p. 1885-1889
He, Li; Xue, Wei
Conference paper

Neural Kalman filtering for speech enhancement

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2021-June, May 2021, article number 9413499, p. 7108-7112
Xue, Wei; Quan, Gang; Zhang, Chao; Ding, Guohong; He, Xiaodong; Zhou, Bowen
Conference paper

2020 4

Speech Enhancement Based on Modulation-Domain Parametric Multichannel Kalman Filtering

IEEE/ACM Transactions on Audio Speech and Language Processing, v. 29, November 2020, article number 9272832, p. 393-405
Xue, Wei; Moore, Alastair H.; Brookes, Mike; Naylor, Patrick A.
Article

SkipConvNet: Skip convolutional neural network for speech dereverberation using optimally smoothed spectral mapping

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2020-October, October 2020, p. 3935-3939
Kothapally, Vinay; Xia, Wei; Ghorbani, Shahram; Hansen, John H.L.; Xue, Wei; Huang, Jing
Conference paper

Sound event localization and detection based on multiple DOA beamforming and multi-task learning

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2020-October, October 2020, p. 5091-5095
Xue, Wei; Tong, Ying; Zhang, Chao; Ding, Guohong; He, Xiaodong; Zhou, Bowen
Conference paper

The JD AI speaker verification system for the FFSVC 2020 challenge

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2020-October, October 2020, p. 3476-3480
Tong, Ying; Xue, Wei; Huang, Shanluo; Fan, Lu; Zhang, Chao; Ding, Guohong; He, Xiaodong
Conference paper

2019 3

Noise covariance matrix estimation for rotating microphone arrays

IEEE/ACM Transactions on Audio, Speech and Language Processing, v. 27, (3), March 2019, article number 8540424, p. 519-530
Moore, Alastair H.; Xue, Wei; Naylor, Patrick A.; Brookes, Mike
Article

Direct-path signal cross-correlation estimation for sound source localization in reverberation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2019-September, September 2019, p. 2693-2697
Xue, Wei; Tong, Ying; Ding, Guohong; Zhang, Chao; Ma, Tao; He, Xiaodong; Zhou, Bowen
Conference paper

Estimation of the Noise Covariance Matrix for Rotating Sensor Arrays

Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2018-October, February 2019, article number 8645397, p. 1936-1941
Moore, Alastair H.; Xue, Wei; Naylor, Patrick A.; Brookes, Mike
Conference paper

2018 4

Modulation-Domain Multichannel Kalman Filtering for Speech Enhancement

IEEE/ACM Transactions on Audio, Speech, and Language Processing, v. 26, (10), October 2018, article number 8375666, p. 1833-1847
Xue, Wei; Moore, Alastair H.; Brookes, Mike; Naylor, Patrick A.
Article

Binaural mask-informed speech enhancement for hearing AIDS with head tracking

16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2018, p. 461-465, article number 8521361
Moore, Alastair H.; Lightburn, Leo; Xue, Wei; Naylor, Patrick A.; Brookes, Mike
Conference paper

Modulation-domain parametric multichannel Kalman filtering for speech enhancement

European Signal Processing Conference, v. 2018-September, December 2018, article number 8552954, p. 2509-2513
Xue, Wei; Moore, Alastair H.; Brookes, Mike; Naylor, Patrick A.
Conference paper

Multichannel Kalman Filtering for Speech Ehnancement

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2018-April, September 2018, article number 8461903, p. 41-45
Xue, Wei; Moore, Alastair H.; Brookes, Mike; Naylor, Patrick A.
Conference paper

2017 2

Frequency-domain under-modelled blind system identification based on cross power spectrum and sparsity regularization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings / IEEE. Piscataway, NJ : IEEE, 2017, p. 591-595, article number 7952224
Xue, Wei; Brookes, Mike; Naylor, Patrick A.
Conference paper

Multilingual I-vector based statistical modeling for music genre classification

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2017-August, August 2017, p. 459-463
Dai, Jia; Xue, Wei; Liu, Wenju
Conference paper

2016 5

A novel codebook representation method and encoding strategy for bag-of-words based acoustic event classification

2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015 / IEEE. Piscataway, NJ : IEEE, 2016, p. 31-34, article number 7415326
Dai, Jia; Ni, Chongjia; Xue, Wei; Liu, Wenju
Conference paper

Cross-correlation based under-modelled multichannel blind acoustic system identification with sparsity regularization

European Signal Processing Conference, v. 2016-November, December 2016, article number 7760342, p. 718-722
Xue, Wei; Brookes, Mike; Naylor, Patrick A.
Conference paper

Long short-term memory recurrent neural network based segment features for music genre classification

Proceedings of 2016 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016 / IEEE. Piscataway, NJ : IEEE, 2016, article number 7918369
Dai, Jia; Liang, Shan; Xue, Wei; Ni, Chongjia; Liu, Wenju
Conference paper

Semi-supervised learning of bottleneck feature for music genre classification

Communications in Computer and Information Science, v. 663, October 2016, p. 552-562
Dai, Jia; Liu, Wenju; Zheng, Hao; Xue, Wei; Ni, Chongjia
Conference paper

Under-modelled blind system identification for time delay estimation in reverberant environments

2016 International Workshop on Acoustic Signal Enhancement, IWAENC 2016 / IEEE. Piscataway, NJ : IEEE, 2016, article number 7602923
Xue, Wei; Brookes, Mike; Naylor, Patrick A.
Conference paper

2015 3

Noise Robust Direction of Arrival Estimation for Speech Source with Weighted Bispectrum Spatial Correlation Matrix

IEEE Journal on Selected Topics in Signal Processing, v. 9, (5), August 2015, article number 7067389, p. 837-851
Xue, Wei; Liu, Wenju; Liang, Shan
Article

Joint optimization of recurrent networks exploiting source auto-regression for source separation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2015-January, September 2015, p. 3307-3311
Nie, Shuai; Xue, Wei; Liang, Shan; Zhang, Xueliang; Liu, Wenju; Qiao, Liwei; Li, Jianping
Conference paper

Two-stage multi-target joint learning for monaural speech separation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2015-January, September 2015, p. 1503-1507
Nie, Shuai; Liang, Shan; Xue, Wei; Zhang, Xueliang; Liu, Wenju; Dong, Like; Yang, Hong
Conference paper

2014 3

The analysis of the simplification from the ideal ratio to binary mask in signal-to-noise ratio sense

Speech Communication, v. 59, April 2014, p. 22-30
Liang, Shan; Liu, Wenju; Jiang, Wei; Xue, Wei
Article

DOA estimation of speech source in noisy environments with weighted spatial bispectrum correlation matrix

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings / IEEE. Piscataway, NJ : IEEE, 2014, p. 2282-2286, article number 6854006
Xue, Wei; Liang, Shan; Liu, Wenju
Conference paper

Weighted spatial bispectrum correlation matrix for DOA estimation in the presence of interferences

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, International Speech and Communication Association, 2014, p. 2228-2232
Xue, Wei; Liang, Shan; Liu, Wenju
Conference paper

2013 2

The optimal ratio time-frequency mask for speech separation in terms of the signal-to-noise ratio

Journal of the Acoustical Society of America, v. 134, (5), November 2013, p. EL452-EL458
Liang, Shan; Liu, Wenju; Jiang, Wei; Xue, Wei
Article

Interference robust DOA estimation of human speech by exploiting historical information and temporal correlation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, International Speech and Communication Association, 2013, p. 2895-2899
Xue, Wei; Liang, Shan; Liu, Wenju
Conference paper

2012 1

Direction of arrival estimation based on subband weighting for noisy conditions

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012, v. 1, September 2012, p. 142-145
Xue, Wei; Liu, Wenju
Conference paper

Conference paper 1

MoMusic: A Motion-Driven Human-AI Collaborative Music Composition and Performing System

Bian, Weizhen; Song, Yijin; Gu, Nianzhen; Chan, Tin Yan; Lo, Tsz To; Li, Tsun Sun; Wong, King Chak; Xue, Wei; Trillo, Roberto Alonso

Article 2

Deep Audio-Visual Beamforming for Speaker Localization

IEEE Signal Processing Letters, v. 29, April 2022, article number 9750883, p. 1132-1136
Qian, Xinyuan; Zhang, Qiquan; Guan, Guohui; Xue, Wei

Speech recognition with a hearing-aid processing scheme combining beamforming with mask-informed speech enhancement

Trends in Hearing, v. 26, January 2022
Green, Tim; Hilkhuysen, Gaston; Huckvale, Mark; Rosen, Stuart; Brookes, Mike; Moore, Alastair; Naylor, Patrick; Lightburn, Leo; Xue, Wei

Conference paper 2

Causal System Identification based Compensation for Reverberation-Robust DOA Estimation

European Signal Processing Conference, v. 2021-August, December 2021, article number 9616217, p. 1885-1889
He, Li; Xue, Wei

Neural Kalman filtering for speech enhancement

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2021-June, May 2021, article number 9413499, p. 7108-7112
Xue, Wei; Quan, Gang; Zhang, Chao; Ding, Guohong; He, Xiaodong; Zhou, Bowen

Article 1

Speech Enhancement Based on Modulation-Domain Parametric Multichannel Kalman Filtering

IEEE/ACM Transactions on Audio Speech and Language Processing, v. 29, November 2020, article number 9272832, p. 393-405
Xue, Wei; Moore, Alastair H.; Brookes, Mike; Naylor, Patrick A.

Conference paper 3

SkipConvNet: Skip convolutional neural network for speech dereverberation using optimally smoothed spectral mapping

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2020-October, October 2020, p. 3935-3939
Kothapally, Vinay; Xia, Wei; Ghorbani, Shahram; Hansen, John H.L.; Xue, Wei; Huang, Jing

Sound event localization and detection based on multiple DOA beamforming and multi-task learning

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2020-October, October 2020, p. 5091-5095
Xue, Wei; Tong, Ying; Zhang, Chao; Ding, Guohong; He, Xiaodong; Zhou, Bowen

The JD AI speaker verification system for the FFSVC 2020 challenge

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2020-October, October 2020, p. 3476-3480
Tong, Ying; Xue, Wei; Huang, Shanluo; Fan, Lu; Zhang, Chao; Ding, Guohong; He, Xiaodong

Article 1

Noise covariance matrix estimation for rotating microphone arrays

IEEE/ACM Transactions on Audio, Speech and Language Processing, v. 27, (3), March 2019, article number 8540424, p. 519-530
Moore, Alastair H.; Xue, Wei; Naylor, Patrick A.; Brookes, Mike

Conference paper 2

Direct-path signal cross-correlation estimation for sound source localization in reverberation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2019-September, September 2019, p. 2693-2697
Xue, Wei; Tong, Ying; Ding, Guohong; Zhang, Chao; Ma, Tao; He, Xiaodong; Zhou, Bowen

Estimation of the Noise Covariance Matrix for Rotating Sensor Arrays

Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2018-October, February 2019, article number 8645397, p. 1936-1941
Moore, Alastair H.; Xue, Wei; Naylor, Patrick A.; Brookes, Mike

Article 1

Modulation-Domain Multichannel Kalman Filtering for Speech Enhancement

IEEE/ACM Transactions on Audio, Speech, and Language Processing, v. 26, (10), October 2018, article number 8375666, p. 1833-1847
Xue, Wei; Moore, Alastair H.; Brookes, Mike; Naylor, Patrick A.

Conference paper 3

Binaural mask-informed speech enhancement for hearing AIDS with head tracking

16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018 - Proceedings / IEEE. Piscataway, NJ : IEEE, 2018, p. 461-465, article number 8521361
Moore, Alastair H.; Lightburn, Leo; Xue, Wei; Naylor, Patrick A.; Brookes, Mike

Modulation-domain parametric multichannel Kalman filtering for speech enhancement

European Signal Processing Conference, v. 2018-September, December 2018, article number 8552954, p. 2509-2513
Xue, Wei; Moore, Alastair H.; Brookes, Mike; Naylor, Patrick A.

Multichannel Kalman Filtering for Speech Ehnancement

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2018-April, September 2018, article number 8461903, p. 41-45
Xue, Wei; Moore, Alastair H.; Brookes, Mike; Naylor, Patrick A.

Conference paper 2

Frequency-domain under-modelled blind system identification based on cross power spectrum and sparsity regularization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings / IEEE. Piscataway, NJ : IEEE, 2017, p. 591-595, article number 7952224
Xue, Wei; Brookes, Mike; Naylor, Patrick A.

Multilingual I-vector based statistical modeling for music genre classification

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2017-August, August 2017, p. 459-463
Dai, Jia; Xue, Wei; Liu, Wenju

Conference paper 5

A novel codebook representation method and encoding strategy for bag-of-words based acoustic event classification

2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015 / IEEE. Piscataway, NJ : IEEE, 2016, p. 31-34, article number 7415326
Dai, Jia; Ni, Chongjia; Xue, Wei; Liu, Wenju

Cross-correlation based under-modelled multichannel blind acoustic system identification with sparsity regularization

European Signal Processing Conference, v. 2016-November, December 2016, article number 7760342, p. 718-722
Xue, Wei; Brookes, Mike; Naylor, Patrick A.

Long short-term memory recurrent neural network based segment features for music genre classification

Proceedings of 2016 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016 / IEEE. Piscataway, NJ : IEEE, 2016, article number 7918369
Dai, Jia; Liang, Shan; Xue, Wei; Ni, Chongjia; Liu, Wenju

Semi-supervised learning of bottleneck feature for music genre classification

Communications in Computer and Information Science, v. 663, October 2016, p. 552-562
Dai, Jia; Liu, Wenju; Zheng, Hao; Xue, Wei; Ni, Chongjia

Under-modelled blind system identification for time delay estimation in reverberant environments

2016 International Workshop on Acoustic Signal Enhancement, IWAENC 2016 / IEEE. Piscataway, NJ : IEEE, 2016, article number 7602923
Xue, Wei; Brookes, Mike; Naylor, Patrick A.

Article 1

Noise Robust Direction of Arrival Estimation for Speech Source with Weighted Bispectrum Spatial Correlation Matrix

IEEE Journal on Selected Topics in Signal Processing, v. 9, (5), August 2015, article number 7067389, p. 837-851
Xue, Wei; Liu, Wenju; Liang, Shan

Conference paper 2

Joint optimization of recurrent networks exploiting source auto-regression for source separation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2015-January, September 2015, p. 3307-3311
Nie, Shuai; Xue, Wei; Liang, Shan; Zhang, Xueliang; Liu, Wenju; Qiao, Liwei; Li, Jianping

Two-stage multi-target joint learning for monaural speech separation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2015-January, September 2015, p. 1503-1507
Nie, Shuai; Liang, Shan; Xue, Wei; Zhang, Xueliang; Liu, Wenju; Dong, Like; Yang, Hong

Article 1

The analysis of the simplification from the ideal ratio to binary mask in signal-to-noise ratio sense

Speech Communication, v. 59, April 2014, p. 22-30
Liang, Shan; Liu, Wenju; Jiang, Wei; Xue, Wei

Conference paper 2

DOA estimation of speech source in noisy environments with weighted spatial bispectrum correlation matrix

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings / IEEE. Piscataway, NJ : IEEE, 2014, p. 2282-2286, article number 6854006
Xue, Wei; Liang, Shan; Liu, Wenju

Weighted spatial bispectrum correlation matrix for DOA estimation in the presence of interferences

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, International Speech and Communication Association, 2014, p. 2228-2232
Xue, Wei; Liang, Shan; Liu, Wenju

Article 1

The optimal ratio time-frequency mask for speech separation in terms of the signal-to-noise ratio

Journal of the Acoustical Society of America, v. 134, (5), November 2013, p. EL452-EL458
Liang, Shan; Liu, Wenju; Jiang, Wei; Xue, Wei

Conference paper 1

Interference robust DOA estimation of human speech by exploiting historical information and temporal correlation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, International Speech and Communication Association, 2013, p. 2895-2899
Xue, Wei; Liang, Shan; Liu, Wenju

Conference paper 1

Direction of arrival estimation based on subband weighting for noisy conditions

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012, v. 1, September 2012, p. 142-145
Xue, Wei; Liu, Wenju

2017 2

Frequency-domain under-modelled blind system identification based on cross power spectrum and sparsity regularization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings / IEEE. Piscataway, NJ : IEEE, 2017, p. 591-595, article number 7952224
Xue, Wei; Brookes, Mike; Naylor, Patrick A.
Conference paper

Multilingual I-vector based statistical modeling for music genre classification

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2017-August, August 2017, p. 459-463
Dai, Jia; Xue, Wei; Liu, Wenju
Conference paper

2016 5

A novel codebook representation method and encoding strategy for bag-of-words based acoustic event classification

2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015 / IEEE. Piscataway, NJ : IEEE, 2016, p. 31-34, article number 7415326
Dai, Jia; Ni, Chongjia; Xue, Wei; Liu, Wenju
Conference paper

Cross-correlation based under-modelled multichannel blind acoustic system identification with sparsity regularization

European Signal Processing Conference, v. 2016-November, December 2016, article number 7760342, p. 718-722
Xue, Wei; Brookes, Mike; Naylor, Patrick A.
Conference paper

Long short-term memory recurrent neural network based segment features for music genre classification

Proceedings of 2016 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016 / IEEE. Piscataway, NJ : IEEE, 2016, article number 7918369
Dai, Jia; Liang, Shan; Xue, Wei; Ni, Chongjia; Liu, Wenju
Conference paper

Semi-supervised learning of bottleneck feature for music genre classification

Communications in Computer and Information Science, v. 663, October 2016, p. 552-562
Dai, Jia; Liu, Wenju; Zheng, Hao; Xue, Wei; Ni, Chongjia
Conference paper

Under-modelled blind system identification for time delay estimation in reverberant environments

2016 International Workshop on Acoustic Signal Enhancement, IWAENC 2016 / IEEE. Piscataway, NJ : IEEE, 2016, article number 7602923
Xue, Wei; Brookes, Mike; Naylor, Patrick A.
Conference paper

2015 3

Noise Robust Direction of Arrival Estimation for Speech Source with Weighted Bispectrum Spatial Correlation Matrix

IEEE Journal on Selected Topics in Signal Processing, v. 9, (5), August 2015, article number 7067389, p. 837-851
Xue, Wei; Liu, Wenju; Liang, Shan
Article

Joint optimization of recurrent networks exploiting source auto-regression for source separation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2015-January, September 2015, p. 3307-3311
Nie, Shuai; Xue, Wei; Liang, Shan; Zhang, Xueliang; Liu, Wenju; Qiao, Liwei; Li, Jianping
Conference paper

Two-stage multi-target joint learning for monaural speech separation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, v. 2015-January, September 2015, p. 1503-1507
Nie, Shuai; Liang, Shan; Xue, Wei; Zhang, Xueliang; Liu, Wenju; Dong, Like; Yang, Hong
Conference paper

2014 3

The analysis of the simplification from the ideal ratio to binary mask in signal-to-noise ratio sense

Speech Communication, v. 59, April 2014, p. 22-30
Liang, Shan; Liu, Wenju; Jiang, Wei; Xue, Wei
Article

DOA estimation of speech source in noisy environments with weighted spatial bispectrum correlation matrix

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings / IEEE. Piscataway, NJ : IEEE, 2014, p. 2282-2286, article number 6854006
Xue, Wei; Liang, Shan; Liu, Wenju
Conference paper

Weighted spatial bispectrum correlation matrix for DOA estimation in the presence of interferences

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, International Speech and Communication Association, 2014, p. 2228-2232
Xue, Wei; Liang, Shan; Liu, Wenju
Conference paper

2013 2

The optimal ratio time-frequency mask for speech separation in terms of the signal-to-noise ratio

Journal of the Acoustical Society of America, v. 134, (5), November 2013, p. EL452-EL458
Liang, Shan; Liu, Wenju; Jiang, Wei; Xue, Wei
Article

Interference robust DOA estimation of human speech by exploiting historical information and temporal correlation

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, International Speech and Communication Association, 2013, p. 2895-2899
Xue, Wei; Liang, Shan; Liu, Wenju
Conference paper

2012 1

Direction of arrival estimation based on subband weighting for noisy conditions

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012, v. 1, September 2012, p. 142-145
Xue, Wei; Liu, Wenju
Conference paper

Teaching Assignment

2023-24 Fall 1 2022-23 Summer 0 2022-23 Spring 0 2022-23 Winter 0 2022-23 Fall 0 2021-22 Summer 0

IIMP6090

Postgraduate Seminar

No Teaching Assignments

Research Postgraduate (RPG) Supervision

From January 2020 to December 2023 (As of 02 October 2023)

Current RPGs

Doctor of Philosophy

CHEN, Jianyi
Individualized Interdisciplinary Program
CHEN, Xi (co-supervision)
Individualized Interdisciplinary Program
TIAN, Zeyue (co-supervision)
Individualized Interdisciplinary Program
YE, Zhen
Individualized Interdisciplinary Program
YUAN, Ruibin (co-supervision)
Individualized Interdisciplinary Program
ZHOU, Ziya (co-supervision)
Individualized Interdisciplinary Program

Master of Philosophy

CHAN, Chi-min (co-supervision)
Individualized Interdisciplinary Program

Projects

From January 2021 to December 2023

All Projects 3 Leading Projects 2 Participating Projects 1

Expressive and Controllable AI Music Creation based on Audio-Oriented Representation Analysis on Large-scale Data

基于大規模音頻數據表征分析的表現性及可控性人工智能音樂創作 Leading

RGC - Early Career Scheme
Project Team (HKUST)
XUE Wei (Lead)
2023 -
Research on Multichannel Speech Enhancement based on Acoustic Environment Representation Learning

基于聲學環境表征學習的多通道語音增強技術研究 Leading

National Natural Science Foundation of China
Project Team (HKUST)
XUE Wei (Lead)
2023 -
Building Platform Technologies for Symbiotic Creativity in Hong Kong

香港人機共生藝術創造平臺技術建設 Participating

RGC - Theme-based Research Scheme
Project Team (HKUST)
GUO Yike (Lead)

XUE Wei
2022 -

Research Interest

Publications

2023 1

2022 2

2021 2

2020 4

2019 3

2018 4

2017 2

2016 5

2015 3

2014 3

2013 2

2012 1

Conference paper 1

Article 2

Conference paper 2

Article 1

Conference paper 3

Article 1

Conference paper 2

Article 1

Conference paper 3

Conference paper 2

Conference paper 5

Article 1

Conference paper 2

Article 1

Conference paper 2

Article 1

Conference paper 1

Conference paper 1

2017 2

2016 5

2015 3

2014 3

2013 2

2012 1

Teaching Assignment

Research Postgraduate (RPG) Supervision

From January 2020 to December 2023 (As of 02 October 2023)

Current RPGs

Projects

From January 2021 to December 2023

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