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Professor
Haizhou Li, IEEE Fellow Email: haizhou.li@nus.edu.sg; haizhou.li@u.nus.edu |
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Biography
Haizhou Li is the Executive Dean
and X. Q. Deng Presidential Chair Professor at the School of Data Science, The
Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), China. He is also
with the Department of Electrical and Computer Engineering, National University
of Singapore (NUS), Singapore. He is the Director of Shenzhen Key Laboratory of
Cross-Modal Cognitive Computing (C3 Lab) at CUHK-Shenzhen, and Machine
Listening Lab (MLL) at University of Bremen, Germany.
Haizhou Li received the B.Sc, M.Sc, and Ph.D degrees in electrical and electronic engineering from
South China University of Technology, Guangzhou, China in 1984, 1987, and 1990
respectively. He has worked on speech and language technology in academia and industry
since 1988. As an educator, he taught in The University of Hong Kong
(1988-1989), South China University of Technology in Guangzhou, China
(1990-1994), Nanyang Technological University in Singapore (2006-2016),
University of Eastern Finland (2009), and University of New South Wales (2011).
He was a researcher at CRIN/INRIA in France (1994-1995), a Research Manager in Apple-ISS Research
Centre (1996-1998), Research Director of Lernout & Hauspie Asia Pacific
(1999-2001), Vice President of InfoTalk Corp. Ltd and
General Manager of InfoTalk Technology (Singapore)
Pte Ltd (2001-2003), the Principal Scientist and Department Head of Human
Language Technology at the Institute for Infocomm
Research (2003-2016), and the Research Director of the Institute for Infocomm Research (2014-2016), the Agency for Science,
Technology and Research, Singapore. He co-founded Baidu-I2R Research Centre in
Singapore (2012). Dr. Li was known for his technical contributions to several
award-winning speech products, such as Apple's Chinese Dictation Kits for
Macintosh (1996) and Lernout & Hauspie's Speech-Pen-Keyboard Text Entry
Solution for Asian languages (1999). He was the architect of a series of major
technology deployments that include TELEFIQS voice-automated call centre service in Singapore Changi International Airport
(2001), voiceprint engine for Lenovo A586 Smartphone (2012), and Baidu Music
Search (2013).
Dr. Li's research interests include
automatic speech recognition, natural language processing and neuromorphic computing.
He has served as the Editor-in-Chief of IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH
AND LANGUAGE PROCESSING (2015-2018), Associate Editor (2008-2012) and Senior
Area Editor (2014-2016) of IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE
PROCESSING, Associate Editor (2012-2013) of ACM TRANSACTIONS ON SPEECH AND
LANGUAGE PROCESSING, Computer Speech and Language (2012-2024), Springer
International Journal of Social Robotics (2008-2024), and a Member of IEEE
Speech and Language Processing Technical Committee (2013-2015), Awards Board
(2021-2023), Publications Board (2015-2018), and Conference Board (2023-2024)
of IEEE Signal Processing Society. He has served as the President of the
International Speech Communication Association (ISCA, 2015-2017), the President
of Asia Pacific Signal and Information Processing Association (APSIPA,
2015-2016), the President of the Chinese and Oriental Language Information
Processing Society (COLIPS, 2015-2024), the President of the Asian Federation
of Natural Language Processing (AFNLP, 2017-2018), the Vice President
(Conferences) of IEEE Signal Processing Society (2024-2026). He was the General
Chair of ACL 2012, INTERSPEECH 2014, IWSDS 2019, ASRU 2019, and IEEE ICASSP
2022, the Local Arrangement Chair
of SIGIR 2008, ACL-IJCNLP 2009, EMNLP 2023, and the Technical Program Chair of
ISCSLP 1998, APSIPA Annual Summit and Conference 2010, IEEE Spoken Language
Technology Workshop 2014, and IEEE ChinaSIP 2015.
Dr. Li was the recipient of
National Infocomm Awards 2002, Institution of
Engineers Singapore (IES) Prestigious Engineering Achievement Award 2013 and
2015, President's Technology Award 2013, and MTI Innovation Activist Gold Award
2015 in Singapore. He was named one of the two Nokia Visiting Professors in
2009 by Nokia Foundation, IEEE Fellow in 2014 for leadership in multilingual,
speaker and language recognition, ISCA Fellow in 2018 for contributions to
multilingual speech information processing, U Bremen Excellence Chair Professor
in 2019, Fellow of the Academy of Engineering Singapore in 2022, Fellow of Asia
Pacific Artificial Intelligence Association in 2022, and DFG Mercator Fellow in
2022. Dr. Li is a member of ACL, ACM, and APSIPA.
Distinctions
1.
Fellow,
DFG Mercator Fellow, 2022
2.
Fellow,
Asia-Pacific Artificial Intelligence Association, 2022
3.
Fellow,
Academy of Engineering Singapore, 2022
4.
Bremen
Excellence Chair Professor, Germany, 2019
5.
Fellow
of the International Speech Communication Association 2018 (citation: for
contributions to multilingual speech information processing)
6.
First
Prize at 2nd International Collegiate Competition for Brain-Inspired Computing,
Beijing, China, 2018
7.
A*STAR
Awards 2016 (A*STAR Borderless Awards: Autonomous Vehicle Programme)
8.
PS21
ExCEL Awards 2015 Innovation Champion (Bronze), Prime
Minister's Office, Singapore (Citation: for efforts in practicing application
research to pursue fundamental understandings of speech recognition and machine
translation technologies)
9.
ASEAN
Outstanding Engineering Achievement Award 2015, ASEAN Federation of Engineering
Organizations (Citation: in recognition of an outstanding engineering project
which has made significant contributions to the country's development - Speak
to Me in My Language)
10.
MTI
Innovation Activist Gold Award 2015, Ministry of Trade and Industry, Singapore
11.
Best
Technology Show and Tell Award, INTERSPEECH 2014
12.
IEEE Fellow 2014 (Citation: for leadership in
multilingual, speaker and language recognition.)
13.
President's Technology Award 2013, Singapore (Citation: for the
outstanding contributions to human language technology that have empowered the
industry and benefited the Asian society. see
also photo and speech by Minister S. Iswaran at
National Archives of Singapore)
14.
IES
Prestigious Engineering Achievement Award 2013, Singapore (voiceprint
technology)
15.
The
Most Cited Article, Speech Communication, 2007-2013
16.
Distinguished
Alumni Awards, South China University of Technology, 2012 (SCUT 60th Anniversary)
17.
Nokia Visiting Professor 2009, Nokia Foundation
18.
Achiever
of the Year 2007/08, Institute for Infocomm Research,
A*STAR
19.
The
Enterprise Challenge Awards 2004, Prime Minister's Office, Singapore
20.
National
Infocomm Awards 2002, Infocomm
Development Authority, Singapore
Best
Papers
1.
CVPR
2022 Best Paper Finalist, Egocentric Vision (EgoVis)
2022/2023 Distinguished Paper Award, Ego4D: Around the World in 3,000
Hours of Egocentric Video
2.
Best
Paper Award 2022, Peiwen Li, Enze
Su, Jia Li, Siqi Cai, Longhan Xie, and Haizhou Li,
ESAA: an EEG-Speed Audit Attention Detection Database, The 25th Conference of
the Oriental COCOSDA (O-COCOSDA 2022), Hanoi, Vietnam, November 24 to 26, 2022
3.
Best
Paper Award 2021, Chen Zhang, Luis Fernando D`Haro, Thomas Friedrichs, Haizhou
Li and Yiming Chen, Investigating the Impact of Pre-trained Language Models on
Dialog Evaluation, The 12th International Workshop on Spoken Dialog System
Technology, 15-17 November 2021, Singapore.
4.
Best
Paper Award 2021, Qian Xinyuan, Bidisha Sharma, Amine El Abridi
and Haizhou Li, SLoClas: A DATABASE FOR JOINT SOUND
LOCALIZATION AND CLASSIFICATION, The 24th Conference of the Oriental COCOSDA,
18-20 November 2021, Singapore.
5.
IEEE
Computational Intelligence Magazine Outstanding Paper Award 2019, How the Brain
Formulates Memory: A Spatio-Temporal Model, Jun Hu, Huajin Tang, Kay Chen Tan and Haizhou Li, IEEE
Computational Intelligence Magazine, vol. 11, no. 4, pp. 56-68, May 2016
6.
Featured
productive
, and innovative
author in speech and language
processing (1965-2015) by the NLP4NLP Corpus, 2019
7.
AI
2000 Speech Recognition Most Influential Scholars Honorable Mention (2009-2019)
8.
Poster
Presentation Award, A Dual Alignment Scheme for Improved Speech-to-Singing
Voice Conversion, The 9th APSIPA Annual Summit and Conference, 12-15 December,
2017, Kuala Lumper, Malaysia
9.
Best
Paper Award, Computer-Assisted Pronunciation Training: From Pronunciation
Scoring Towards Spoken Language Learning, Nancy F. Chen, Haizhou Li, The 8th
APSIPA Annual Summit and Conference, 13-16 December, 2016, Jeju,
Korea
10.
IEEE
Computational Intelligence Society Outstanding TNNLS Paper Award 2016, Rapid
Feedforward Computation by Temporal Encoding and Learning with Spiking Neurons,
Qiang Yu, Huajin Tang, Kay
Chen Tan and Haizhou Li, IEEE Transactions on Neural Networks and Learning
Systems, Vol. 24, No. 10, pp. 1539-1552, 2013
11.
Best
Paper Award, Spoken Keyword Spotting Based on DTW, Jinyong
Hou, Lei Xie, Peng Yang, Xiong Xiao, Zhixiang Liang, Haihua Xu, Lei Wang, Bin Ma, Hang Lu, Eng Siong Chng,
Haizhou Li, China National Conference on Man-Machine Speech Communication
(NCMMSC) 2015, October 2015, Tianjin China
12.
Best
Paper Award, Parallel Inference of Dirichlet Process Gaussian Mixture Models
for Unsupervised Acoustic Modeling: A Feasibility Study, Hongjie Chen,
Cheung-Chi Leung, Lei Xie, Bin Ma, Haizhou Li, ZeroSpeech
2015 Challenge at INTERSPEECH 2015, 6-10 September 2015, Dresden, Germany
13.
Best
Paper M. Anandakrishnan Award, A Cloud-based Large Vocabulary Speech
Recognition System for Tamil, Sunil Sivadas, Boon
Pang Lim, Thai NgocThuy Hoang Helen, Muthalagu Meyyappan, Bin Ma, and
Haizhou Li, 14th Tamil Internet Conference 2015, 30 May - 1 June 2015,
Singapore
14.
Best
Paper Award, The 4th Asia Pacific Signal and Information Processing Association
Annual Summit and Conference, A Study on Spoofing Attack in State-of-the-Art
Speaker Verification: the Telephone Speech Case, Zhizheng Wu, Tomi Kinnunen, Eng Siong Chng, Haizhou Li, and Eliathamby
Ambikairajah, in Proc. APSIPA ASC 2012, 3-6 December, 2012, Hollywood,
California, USA
Best
Student Papers
1.
Best
Student Paper Award, Use of Claimed Speaker Models for Replay Detection, The
10th APSIPA Annual Summit and Conference, 12-15 November 2018 in Honolulu, USA
2.
Best
Student Paper Award, Perceptual Evaluation of Singing Quality, Chitralekha
Gupta, Haizhou Li, Ye Wang, The 9th APSIPA Annual Summit and Conference, 12-15
December, 2017, Kuala Lumper, Malaysia
3.
IEEE
Ganesh N. Ramaswamy Memorial Student Grant 2015, Source-Specific Informative
Prior for i-Vector Extraction, Sven Shepstone, Kong
Aik Lee, Haizhou Li, Zheng-Hua Tan, and Soren Holdt
Jensen, ICASSP 2015, 19-24 April 2015, Brisbane, Australia
4.
IEEE
Ganesh N. Ramaswamy Memorial Student Grant 2014, Minimum Divergence Estimation
of Speaker Prior in Multi-Session PLDA Scoring, Liping
Chen, Kong Aik Lee, Bin Ma, Wu Guo, Haizhou Li, Li Rong Dai, ICASSP 2014, 4-9 May
2014, Florence, Italy
5.
ISCA
International Symposium on Chinese Spoken Language Processing, Best Student
Paper Award 2010, Factor Analysis based Spatial Correlation Modeling for
Speaker Verification, Eryu Wang, Kong Aik Lee, Bin
Ma, Haizhou Li, Wu Guo, and Lirong Dai, in Proc.
ISCSLP, pp. 166 - 170, 29 November - 3 December 2010, Sun Moon Lake, Taiwan
Professional
Leadership
1.
Vice
President, IEEE Signal Processing Society 2024-2026
2.
Member,
Awards Board, IEEE Signal Processing Society 2021-2023
3.
Member,
Fellow Evaluation Committee, IEEE Signal Processing Society 2019
4.
President,
Asian Federation of Natural Language Processing (AFNLP), 2017-2018
5.
President,
International Speech Communication Association (ISCA), 2015-2017
6.
Vice
President, Asian Federation of Natural Language Processing (AFNLP), 2015-2016
7.
Member,
Publications Board, IEEE Signal Processing Society, 2015-2017
8.
Vice
President, International Speech Communication Association (ISCA), 2013-2015
9.
Board
Member, International Speech Communication Association (ISCA), 2009-2017
10.
Board
Member, Asian Federation of Natural Language Processing (AFNLP), 2006-2012
11.
Committee
Member, IEEE Speech and Language Processing Technical Committee, 2013-2015
12.
Committee
Member, IEEE Singapore Computer Chapter, 2010-2011
13.
Committee
Member, IEEE Singapore, Systems, Man, & Cybernetics Chapter, 2011-2014
14.
President,
Teochew Doctorate Society, Singapore 2018-2022
15.
President,
Chinese and Oriental Languages Information Processing Society, 2011-2022
16.
President,
Asia Pacific Signal and Information Processing Association, 2015-2016
17.
President-Elect,
Asia Pacific Signal and Information Processing Association, 2013-2014
18.
President
(2006-2014), Honorary President (2015-), South China University of Technology
Alumni Association (Singapore)
19.
Chair,
ISCA Special Interest Group on Chinese Spoken Language Processing, ISCA,
2011-2014
20.
Member
of Standing Committee, National Conference on Man-Machine Speech
Communications, China, 2006-
Editorial
Services
1.
Editor-in-Chief,
IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING, 2015-2018
2.
Guest
Associate Editor, Frontiers in Neuroscience, 2018
3.
Editor,
Signal Processing Repository, IEEE Signal Processing Society, 2013-2014
4.
Editor,
IEEE Speech and Language Processing Technical Committee Newsletter, 2013-2015
5.
Senior
Area Editor, IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING,
2014
6.
Associate
Editor, IEEE TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING, 2009-2012
7.
Associate
Editor, Springer International Journal of Social Robotics, 2007-present
8.
Associate
Editor, ACM TRANSACTIONS ON SPEECH AND LANGUAGE PROCESSING, 2011-2013
9.
Associate
Editor, Journal of Multimedia, 2013-2014
10.
Associate
Editor, Computer Speech and Language, 2012- present
11.
Editor,
IEEE Speech and Language Processing Technical Committee Newsletter, 2013-2015
12.
Guest
Editor, PROCEEDINGS OF THE IEEE, 2013 (Special Issue on Speech Information
Processing)
13.
Guest
Editor, IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING, 2014
(Special Issue on Continuous Space Language Modeling)
14.
Guest
Editor, IEEE TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING, 2013
(Special Issue on Large Scale Optimization)
15.
Guest
Editor, The Institute of the Electronics, Information and Communication
Engineers (IEICE), 2012 (Special Issue on Recent Advances in Multimedia Signal
Processing Techniques and Applications)
16.
Guest
Editor, Computational Linguistics and Chinese Language Processing (CLCLP), 2007
17.
Guest
Editor, International Journal of Computer Processing of Oriental Languages
(IJCPOL), 2007
18.
Guest
Editor, ACM TRANSACTIONS ON ASIAN LANGUAGES INFORMATION PROCESSING, 2007
Conference
Services
1.
Honorary
Chair, IEEE Spoken Language Technology Workshop 2024, 2-5 December, 2024, Macao,
China
2.
General
Chair, International Conference on Social Robotics (ICSR-InnoBiz)
2024, 25-27 September, Shenzhen, China
3.
Local
Chair, The 2023 Conference on Empirical Methods in Natural Language Processing
(EMNLP), 6-10 December, 2023, Singapore
4.
General
Chair, The 47th International Conference on Acoustics, Speech, and Signal
Processing (ICASSP), 22-27 May 2022, Singapore
5.
General
Chair, The 26th International Conference on Asian Language Processing (IALP),
27-28 Oct 2022, in Singapore and Shenzhen
6.
General
Chair, The 22nd Annual Meeting of the Special Interest Group on Discourse and
Dialogue, 29-31 July 2021, Singapore
7.
General
Chair, The 12th International Workshop on Spoken Dialog System Technology,
15-17 November 2021, Singapore
8.
General
Chair, The 24th Oriental COCOSDA, 18-20 November 2021, Singapore
9.
Senior
Area Chair, ACL-IJCNLP 2021, Thailand
10.
Area
Chair, The 21th Annual Conference of the International Speech Communication
Association (INTERSPEECH), 2020, Shanghai (online)
11.
Member
of Best Paper Committee, EMNLP 2020, Online conference
12.
Publicity
Chair, AACL-IJCNLP 2020, Online conference
13.
Senior
Area Chair, EMNLP-IJCNLP 2019, Hong Kong
14.
General
Chair, IEEE Workshop on Automatic Speech Recognition and Understanding 2019,
December 2019, Singapore
15.
Area
Chair, The 20th Annual Conference of the International Speech Communication
Association (INTERSPEECH), 2019, Graz, Austria
16.
Area
Chair, The 19th Annual Conference of the International Speech Communication
Association (INTERSPEECH), 2018, Hyderabad, India
17.
Associate
Editor, the 24th International Conference on Pattern Recognition (ICPR), 20-24
August 2018, Beijing, China
18.
General
Chair, The 5th International Conference on Orange Technologies (ICOT), 8-10
December 2017, Singapore
19.
Area
Chair, The 18th Annual Conference of the International Speech Communication
Association (INTERSPEECH), 2017 , Stockholm, Sweden
20.
Area
Chair, The 17th Annual Conference of the International Speech Communication
Association (INTERSPEECH), 2016 , San Francisco, USA
21.
Technical
Program co-Chair, The Third IEEE China Summit and International Conference on
Signal and Information Processing (ChinaSIP), 2015,
Chengdu, China
22.
Area
Chair, IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP), 2015, Brisbane, Australia
23.
Area
Chair, The 8th IAPR International Conference on Biometrics, 2015, Phuket,
Thailand
24.
General
Chair, The 15th Annual Conference of the International Speech Communication
Association (INTERSPEECH), 2014 , Singapore
25.
General
Chair, The 9th International Symposium on Chinese Spoken Language Processing,
(ISCA SIG CSLP) 2014, Singapore
26.
Technical
Program Chair, IEEE Workshop on Spoken Language Technology (SLT) 2014, South
Lake Tahoe
27.
Area
Chair, Conference on Empirical Methods in Natural Language Processing (EMNLP),
2013, Seattle, USA
28.
Publicity
Chair, Automatic Speech Recognition and Understanding Workshop (ASRU), 2013,
Olomouc, Czech Republic
29.
Publicity
Chair, 15th ACM International Conference on Multimodal Interaction (ICMI),
2013, Sydney, Australia
30.
Area
Chair, IEEE China Summit & International Conference on Signal and
Information Processing (ChinaSIP), 2013, Beijing,
China
31.
Area
Chair, International Conference on Pattern Recognition, 2012 (Tsukuba, Japan),
2014 (Stockholm, Sweden)
32.
General
Chair, The 50th Annual Meeting of Association for Computational Linguistics
(ACL), 2012, Jeju, Korea
33.
Organizing
Chair, The Speaker and Language Recognition Workshop (Odyssey), 2012
34.
Posters
Chair, 5th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and
Interactive Techniques in Asia, 2012, Singapore
35.
Area
Coordinator, INTERSPEECH 2010, 26-30 September 2010, Makuhari,
Japan
36.
Workshop
Chair, The 2nd Named Entities Workshop with Shared Task on Machine
Transliteration, ACL 2010, Sweden
37.
Area
Chair, The 23rd International Conference on Computational Linguistics, COLING
2010, Beijing China
38.
Area
Chair, 2010 Conference on Empirical Methods on Natural Language Processing,
EMNLP 2010, Cambridge, Massachusetts, USA
39.
Program
Chair, The 2nd Asia Pacific Signal and Information Processing Association
Annual Summit and Conference, APSIPA ASC 2010, Singapore
40.
Conference
Chair, International Conference on Social Robotics 2010, Singapore
41.
General
Chair, International Conference on Asian Language Processing, IALP 2009,
Singapore
42.
Local
Organizing Chair, The 47th Annual Meeting of ACL - 4th International Conference
on Natural Language Processing, ACL-IJCNLP 2009, Singapore
43.
Workshop
Chair, The 1st Named Entities Workshop with Shared Task on Machine
Transliteration, ACL-IJCNLP 2009 Workshop, Singapore
44.
Local
Arrangements Chair, The 31st SIGIR (The 31st Annual International ACM SIGIR
Conference) 2008, Singapore
45.
Workshop
Chair, The 3rd IJCNLP (International Joint Conf. on Natural Language
Processing) 2008, Hyderabad
46.
Chair,
The 6th SIGHAN Workshop on Chinese Language Processing, 2008, Hyderabad,
47.
Technical
Track Chair, 5th ACM SIGGRAPH International Conference on Virtual-Reality
Continuum and its Applications in Industry (VRCAI 2008), 8-9 December 2008,
Singapore
48.
Program
Chair, Infocomm Horizons 2007
49.
Senior
Researcher, Johns Hopkins University 2007 Summer Workshop on Human Language
Technology
50.
Member
of Standing Committee, National Conference on Man-Machine Speech
Communications, China, 2006-
51.
General
Chair, The 5th ISCSLP (International Symposium on Chinese Spoken Language
Processing), 2006
Scientific Committees
1.
Member,
Academic Board, Master of Arts in Translation and Interpretation (MTI) programme, Nanyang Technological University, Singapore
(2016-2020)
2.
Member,
The Electrical and Computer Engineering Panel (2017-18), FCT, Portugal
3.
Member,
The RGC Engineering Panel, University Grants Committee, Hong Kong (2017-2020)
4.
Co-Chair,
A*STAR Lead User of RI Technologies Taskforce (2015)
5.
Member,
National Robotics Taskforce (2014)
6.
External
Reviewer, Research Grants Council of Hong Kong Government
7.
Member
of Evaluation Panel, Singapore-Israel Industrial R&D Foundation
8.
Member
of Organizing Committee, The Agency for Science, Technology & Research
(A*STAR) and Singapore National Academy of Science (SNAS) Young Scientist
Awards 2013, 2014
9.
Chair,
Infocomms, Media & Computing Cluster Thematic
Oversight Committee, Science and Engineering Research Council, Singapore
2013-2014
10.
Member
of Program Committee: INTERSPEECH, ICASSP, ASRU, ACL, EMNLP, IJCNLP, APSIPA
ASC, PACLIC, IWSLT, IWSDS, NEWS, Oriental COCOSDA, AIRS, SIGHAN, ODYSSEY, SLTU,
ICPR, Speech Prosody
Keynotes
and Invited Talks
1.
A
Computational Perspective to Language and Intelligence, 2024 International
Conference on Translation Education, Shenzhen, China, 12-14 April 2024
2.
Seeing
to Hear Better, The 25th Conference of the Oriental COCOSDA, Hanoi,
Vietnam, 24-26 November, 2022
3.
Recent
Advances in Selective Auditory Attention, The 2020 IEEE Symposium Series on
Computational Intelligence (IEEE SSCI), Canberra, Australia, 1-4 December,
2020.
4.
Speech
Processing at Cocktail Party, The 15th IEEE Conference on
Industrial Electronics and Applications (ICIEA 2020), Kristiansand, Norway,
9-13 November 2020
5.
The
Story of Artificial Intelligence, The 2nd International Conference on
Intelligent Autonomous Systems, 28 February - 2 March, 2019
6.
Exemplar-based
Sparse Representation for Voice Conversion, the 119th audio, speech
information processing symposium, 21 December 2017, Tokyo
7.
Whither
Speech Recognition? Alibaba Technology Forum, Learning from the Deep World, 18
September 2017, Singapore
8.
Recent
Advances in Singing Synthesis, 5th International Conference on Statistical
Language and Speech Processing, 23-25 October 2017, Le Mans, France
9.
Speech
Synthesis Perfects Everyone's Singing, International Conference on Orange Technologies,
17-20 December 2016, Melbourne, Australia
10.
Mandarin
Chinese spoken by speakers of European origin, The Fifth Conference on Natural
Language Processing and Chinese Computing & The Twenty Fourth International
Conference on Computer Processing of Oriental Languages
(NLPCC-ICCPOL 2016), December 2-6, 2016, Kunming, China
11.
iCALL Mandarin
Corpus, Oriental
COCOSDA (International Committee for
Coordination and Standardization of Speech Databases and Assessment
Techniques), 26-28 October 2016, Bali, Indonesia
12.
Voice
conversion and spoofing countermeasures for speaker verification, Odyssey 2016,
The Speaker and Language Recognition Workshop, June 21-24, Bilbao, Spain
Professional
Membership
1.
Member,
Association for Computing Machinery (ACM)
2.
Fellow,
Institute of Electrical and Electronics Engineers (IEEE)
3.
Fellow,
International Speech Communication Association (ISCA)
4.
Member,
Association for Computational Linguistics (ACL)
5.
Member,
Asia Pacific Signal and Information Processing Association (APSIPA)
6.
President,
Chinese and Oriental Languages Information Processing Society (COLIPS)
Journal
Articles
1.
Qianhui
Liu, Meng Ge, Haizhou Li, Intelligent event-based lip reading word
classification with spiking neural networks using spatio-temporal
attention features and triplet loss. Inf. Sci. 675: 120660 (2024)
2.
Jiaqi
Yan, Qianhui Liu, Malu Zhang, Lang Feng, De Ma, Haizhou Li, Gang Pan, Efficient
spiking neural network design via neural architecture search. Neural Networks
173: 106172 (2024)
3.
Xinyi
Chen, Qu Yang, Jibin Wu, Haizhou Li, Kay Chen Tan, A Hybrid Neural Coding
Approach for Pattern Recognition With Spiking Neural Networks. IEEE Trans.
Pattern Anal. Mach. Intell. 46(5): 3064-3078 (2024)
4.
Jingru
Lin, Meng Ge, Wupeng Wang, Haizhou Li, Mengling Feng, Selective HuBERT: Self-Supervised Pre-Training for Target Speaker in
Clean and Mixture Speech. IEEE Signal Process. Lett. 31: 1014-1018 (2024)
5.
Koichiro
Yoshino, Yun-Nung Chen, Paul A. Crook, Satwik Kottur, Jinchao Li, Behnam
Hedayatnia, Seungwhan Moon,
Zhengcong Fei, Zekang Li,
Jinchao Zhang, Yang Feng, Jie Zhou, Seokhwan Kim,
Yang Liu, Di Jin, Alexandros Papangelis, Karthik
Gopalakrishnan, Dilek Hakkani-Tur,
Babak Damavandi, Alborz Geramifard,
Chiori Hori, Ankit Shah, Chen Zhang, Haizhou Li, João Sedoc,
Luis F. D'Haro, Rafael E. Banchs, Alexander Rudnicky,
Overview of the Tenth Dialog System Technology Challenge: DSTC10. IEEE ACM
Trans. Audio Speech Lang. Process. 32: 765-778 (2024)
6.
Lei
Liu, Li Liu, Haizhou Li, Computation and Parameter Efficient Multi-Modal Fusion
Transformer for Cued Speech Recognition. IEEE ACM Trans. Audio Speech Lang.
Process. 32: 1559-1572 (2024)
7.
Xuehao
Zhou, Mingyang Zhang, Yi Zhou, Zhizheng Wu, Haizhou Li, Accented Text-to-Speech
Synthesis With Limited Data. IEEE ACM Trans. Audio Speech Lang. Process. 32:
1699-1711 (2024)
8.
Rui
Liu, Berrak Sisman, Guanglai Gao, Haizhou Li,
Controllable Accented Text-to-Speech Synthesis With Fine and Coarse-Grained
Intensity Rendering. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2188-2201
(2024)
9.
Tianchi
Liu, Kong Aik Lee, Qiongqiong Wang, Haizhou Li,
Golden Gemini is All You Need: Finding the Sweet Spots for Speaker
Verification. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2324-2337
(2024)
10.
Congcong Sun, Hui Tian,
Peng Tian, Haizhou Li, Zhenxing Qian, Multi-Agent Deep Learning for the
Detection of Multiple Speech Steganography Methods. IEEE ACM Trans. Audio
Speech Lang. Process. 32: 2957-2972 (2024)
11.
Siqi
Cai, Tanja Schultz, Haizhou Li, Brain Topology Modeling With EEG-Graphs for
Auditory Spatial Attention Detection. IEEE Trans. Biomed. Eng. 71(1): 171-182
(2024)
12.
Zhenyu
Weng, Huiping Zhuang, Fulin
Luo, Haizhou Li, Zhiping Lin, Few-Shot Contrastive Transfer Learning With
Pretrained Model for Masked Face Verification. IEEE Trans. Multim.
26: 3871-3883 (2024)
13.
Xinyuan
Qian, Wei Xue, Qiquan Zhang, Ruijie Tao, Haizhou Li, Deep Cross-Modal Retrieval
Between Spatial Image and Acoustic Speech. IEEE Trans. Multim.
26: 4480-4489 (2024)
14.
Ruihang
Ji, Shuzhi Sam Ge, Kai Zhao, Haizhou Li, Event-Triggered Tracking Control for
Nonlinear Systems With Prescribed Performance. IEEE Trans. Syst. Man Cybern. Syst. 54(6): 3547-3557 (2024)
15.
Tao
Luo, Weng-Fai Wong, Rick Siow Mong
Goh, Anh Tuan Do, Zhixian Chen, Haizhou Li, Wenyu
Jiang, Weiyun Yau,
Achieving Green AI with Energy-Efficient Deep Learning Using Neuromorphic
Computing. Commun. ACM 66(7): 52-57 (2023)
16.
Tingting
Wang, Zexu Pan, Meng Ge, Zhen Yang, Haizhou Li, Time-Domain Speech Separation
Networks With Graph Encoding Auxiliary. IEEE Signal Process. Lett. 30: 110-114
(2023)
17.
Yi
Zhou, Zhizheng Wu, Mingyang Zhang, Xiaohai Tian,
Haizhou Li, TTS-Guided Training for Accent Conversion Without Parallel Data.
IEEE Signal Process. Lett. 30: 533-537 (2023)
18.
Mingyang
Zhang, Xuehao Zhou, Zhizheng Wu, Haizhou Li, Towards Zero-Shot Multi-Speaker
Multi-Accent Text-to-Speech Synthesis. IEEE Signal Process. Lett. 30: 947-951
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19.
Kun
Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li, Emotion
Intensity and its Control for Emotional Voice Conversion. IEEE Trans. Affect. Comput. 14(1): 31-48 (2023)
20.
Hui
Tian, Yiqin Qiu, Wojciech Mazurczyk,
Haizhou Li, Zhenxing Qian, STFF-SM: Steganalysis Model Based on Spatial and
Temporal Feature Fusion for Speech Streams. IEEE ACM Trans. Audio Speech Lang.
Process. 31: 277-289 (2023)
21.
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:
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22.
Xinyuan
Qian, Zhengdong Wang, Jiadong Wang, Guohui Guan, Haizhou Li, Audio-Visual Cross-Attention
Network for Robotic Speaker Tracking. IEEE ACM Trans. Audio Speech Lang.
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Zhang, Luis Fernando D'Haro, Qiquan Zhang, Thomas Friedrichs, Haizhou Li, PoE:
A Panel of Experts for Generalized Automatic Dialogue Assessment. IEEE ACM
Trans. Audio Speech Lang. Process. 31: 1234-1250 (2023)
24.
Ruijie
Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamäki,
Haizhou Li, Self-Supervised Training of Speaker Encoder With Multi-Modal
Diverse Positive Pairs. IEEE ACM Trans. Audio Speech Lang. Process. 31:
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Zhou, Zhizheng Wu, Xiaohai Tian, Haizhou Li,
Optimization of Cross-Lingual Voice Conversion With Linguistics Losses to
Reduce Foreign Accents. IEEE ACM Trans. Audio Speech Lang. Process. 31:
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26.
Xiaoxue
Gao, Chitralekha Gupta, Haizhou Li, PoLyScriber:
Integrated Fine-Tuning of Extractor and Lyrics Transcriber for Polyphonic
Music. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1968-1981 (2023)
27.
Zhenyu
Weng, Huiping Zhuang, Haizhou Li, Balakrishnan
Ramalingam, Rajesh Elara Mohan, Zhiping Lin, Online Multi-Face Tracking With
Multi-Modality Cascaded Matching. IEEE Trans. Circuits Syst. Video Technol.
33(6): 2738-2752 (2023)
28.
Yiqin Qiu, Hui Tian,
Haizhou Li, Chin-Chen Chang, Athanasios V. Vasilakos,
Separable Convolution Network With Dual-Stream Pyramid Enhanced Strategy for
Speech Steganalysis. IEEE Trans. Inf. Forensics Secur.
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Jibin
Wu, Yansong Chua, Malu Zhang, Guoqi
Li, Haizhou Li, Kay Chen Tan, A Tandem Learning Rule for Effective Training and
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Learn. Syst. 34(1): 446-460 (2023)
30.
Xianghu
Yue, Jingru Lin, Fabian Ritter Gutierrez, Haizhou Li, Self-Supervised Learning
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Process. 16(6): 1367-1379 (2022)
31.
Hongqiang Du, Lei Xie,
Haizhou Li, Noise-robust voice conversion with domain adversarial training.
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32.
Jibin
Wu, Chenglin Xu, Xiao Han, Daquan Zhou, Malu Zhang,
Haizhou Li, Kay Chen Tan, Progressive Tandem Learning for Pattern Recognition
With Deep Spiking Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7824-7840 (2022)
33.
Kun
Zhou, Berrak Sisman, Rui Liu, Haizhou Li, Emotional voice conversion: Theory,
databases and ESD. Speech Commun. 137: 1-18 (2022)
34.
Hongning Zhu, Kong Aik
Lee, Haizhou Li, Discriminative speaker embedding with serialized multi-layer
multi-head attention. Speech Commun. 144: 89-100
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35.
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Liu, Rohan Kumar Das, Kong Aik Lee, Haizhou Li, Neural Acoustic-Phonetic
Approach for Speaker Verification With Phonetic Attention Mask. IEEE Signal
Process. Lett. 29: 782-786 (2022)
36.
Zexu
Pan, Xinyuan Qian, Haizhou Li, Speaker Extraction With Co-Speech Gestures Cue.
IEEE Signal Process. Lett. 29: 1467-1471 (2022)
37.
Haizhou
Li, A Unique ICASSP 2022: During an Unusual Time [Conference Highlights]. IEEE
Signal Process. Mag. 39(2): 159-160 (2022)
38.
Zexu
Pan, Ruijie Tao, Chenglin Xu, Haizhou Li, Selective
Listening by Synchronizing Speech With Lips. IEEE ACM Trans. Audio Speech Lang.
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39.
Rui
Liu, Berrak Sisman, Guanglai Gao, Haizhou Li,
Decoding Knowledge Transfer for Neural Text-to-Speech Training. IEEE ACM Trans.
Audio Speech Lang. Process. 30: 1789-1802 (2022)
40.
Xiaoxue
Gao, Chitralekha Gupta, Haizhou Li, Automatic Lyrics Transcription of Polyphonic
Music With Lyrics-Chord Multi-Task Learning. IEEE ACM Trans. Audio Speech Lang.
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Chitralekha
Gupta, Haizhou Li, Masataka Goto,
Deep Learning Approaches in Topics of Singing Information Processing. IEEE ACM
Trans. Audio Speech Lang. Process. 30: 2422-2451 (2022)
42.
Zexu
Pan, Meng Ge, Haizhou Li, USEV: Universal Speaker Extraction With Visual Cue.
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43.
Enze Su, Siqi Cai, Longhan Xie, Haizhou Li, Tanja Schultz, STAnet:
A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From
EEG. IEEE Trans. Biomed. Eng. 69(7): 2233-2242 (2022)
44.
Siqi
Cai, Enze Su, Longhan Xie,
Haizhou Li, EEG-Based Auditory Attention Detection via Frequency and Channel
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45.
Malu
Zhang, Jiadong Wang, Jibin Wu, Ammar Belatreche,
Burin Amornpaisannon, Zhixuan
Zhang, Venkata Pavan Kumar Miriyala, Hong Qu, Yansong Chua, Trevor E. Carlson, Haizhou Li, Rectified
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46.
Jibin
Wu, Qi Liu, Malu Zhang, Zihan Pan, Haizhou Li, Kay
Chen Tan, HuRAI: A brain-inspired computational model
for human-robot auditory interface. Neurocomputing 465: 103-113 (2021)
47.
Rui
Liu, Berrak Sisman, Yixing Lin, Haizhou Li, FastTalker:
A neural text-to-speech architecture with shallow and group autoregression.
Neural Networks 141: 306-314 (2021)
48.
Hongqiang Du, Xiaohai Tian, Lei Xie, Haizhou Li, Factorized WaveNet for voice conversion with limited data. Speech Commun. 130: 45-54 (2021)
49.
Tharshini Gunendradasan, Eliathamby Ambikairajah, Julien Epps,
Vidhyasaharan Sethu, Haizhou Li, An adaptive transmission line cochlear model
based front-end for replay attack detection. Speech Commun.
132: 114-122 (2021)
50.
Bidisha
Sharma, Xiaoxue Gao, Karthika Vijayan, Xiaohai Tian, Haizhou Li, NHSS: A speech and singing
parallel database. Speech Commun. 133: 9-22 (2021)
51.
Xinyuan
Qian, Qi Liu, Jiadong Wang, Haizhou Li, Three-Dimensional Speaker Localization:
Audio-Refined Visual Scaling Factor Estimation. IEEE Signal Process. Lett. 28:
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52.
Rui
Liu, Berrak Sisman, Feilong Bao, Jichen
Yang, Guanglai Gao, Haizhou Li, Exploiting
Morphological and Phonological Features to Improve Prosodic Phrasing for
Mongolian Speech Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. 29:
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53.
Mingyang
Zhang, Yi Zhou, Li Zhao, Haizhou Li, Transfer Learning from Speech Synthesis to
Voice Conversion With Non-Parallel Training Data. IEEE ACM Trans. Audio Speech
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54.
Rui
Liu, Berrak Sisman, Guanglai Gao, Haizhou Li,
Expressive TTS Training with Frame and Style Reconstruction Loss. IEEE ACM
Trans. Audio Speech Lang. Process. 29: 1806-1818 (2021)
55.
Yi
Zhou, Xiaohai Tian, Haizhou Li, Language Agnostic
Speaker Embedding for Cross-Lingual Personalized Speech Generation. IEEE ACM
Trans. Audio Speech Lang. Process. 29: 3427-3439 (2021)
56.
Chen Zhang,
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Lee, Luis Fernando D'Haro,
Haizhou Li, D-Score: Holistic Dialogue Evaluation Without Reference. IEEE ACM
Trans. Audio Speech Lang. Process. 29: 2502-2516 (2021)
57.
Zihan Pan,
Malu
Zhang, Jibin Wu,
Jiadong
Wang, Haizhou Li, Multi-Tone Phase
Coding of Interaural Time Difference for Sound Source Localization With Spiking
Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2656-2670
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58.
Chenglin Xu, Wei Rao, Jibin Wu, Haizhou Li, Target Speaker Verification with Selective Auditory Attention
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IEEE ACM Trans. Audio Speech Lang. Process. 29: 2696-2709 (2021)
59.
Berrak
Sisman, Junichi Yamagishi, Simon King, and Haizhou Li, An Overview of Voice
Conversion and its Challenges: From Statistical Modeling to Deep Learning,
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Rui
Liu, Berrak Sisman, Feilong Bao, Jichen
Yang, Guanglai Gao and Haizhou Li, Exploiting
morphological and phonological features to improve prosodic phrasing for
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Language Processing, 2020, doi: 10.1109/TASLP.2020.3040523
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Rui
Liu, Berrak Sisman, Feilong Bao, Guanglai
Gao and Haizhou Li, Modeling Prosodic Phrasing with Multi-Task Learning in Tacotron-based TTS, IEEE Signal Processing Letters, vol.
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62.
Yi
Zhou, Xiaohai Tian and Haizhou Li, Multi-Task WaveRNN with an Integrated Architecture for Cross-lingual
Voice Conversion, IEEE Signal Processing Letters, vol. 27, pp. 1310-1314, 2020
63.
Changhuai You and Jichen Yang, Device Feature Extraction Based on Parallel
Neural network training for replay spoofing detection, IEEE/ACM Transactions on
Audio, Speech and Language Processing, vol. 28, pp 2308-2318, 2020
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Mingyang
Zhang, Berrak Sisman, Li Zhao and Haizhou Li, DeepConversion:
Voice conversion with limited parallel training data, Speech Communication, vol.
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65.
Chenglin Xu, Wei Rao,
Eng Siong Chng and Haizhou Li, SpEx: Multi-Scale Time
Domain Speaker Extraction Network, IEEE/ACM Transaction on Audio, Speech, and
Language Processing, vol. 28, pp. 1370-1384, 2020
66.
Malu
Zhang, Xiaoling Luo, Jibin Wu, Yi Chen, Ammar Belatreche, Zihan Pan, Hong Qu,
and Haizhou Li, An Efficient Threshold-Driven Aggregate-Label Learning
Algorithm for Multimodal Information Processing, IEEE Journal of Selected
Topics in Signal Processing, 14(3), pp. 592-602, March 2020, doi: 10.1109/JSTSP.2020.2983547
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Malu
Zhang, Jibin Wu, Ammar Belatreche, Zihan Pan, Xiurui Xie, Yansong Chua, Guoqi Li, Hong Qu
and Haizhou Li, Supervised Learning in Spiking Neural Networks with Synaptic
Delay-Weight Plasticity, Neurocomputing, vol. 409, pp. 103-118, October 2020
68.
Jibin
Wu, Emre Yılmaz, Malu Zhang, Haizhou Li and Kay Chen
Tan, Deep Spiking Neural Networks for Large Vocabulary Automatic Speech
Recognition, Frontiers in Neuroscience, 14(199), March 2020
69.
Zihan Pan, Yansong Chua, Jibin Wu, Malu Zhang, Haizhou Li and
Eliathamby Ambikairajah, An Efficient and Perceptually Motivated Auditory
Neural Encoding and Decoding Algorithm for Spiking Neural Networks, Frontiers
in Neuroscience, 13(1420), January 2020
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Jichen Yang, Rohan
Kumar Das and Haizhou Li, Significance of Subband
Features for Synthetic Speech Detection, IEEE Transactions on Information
Forensics and Security, vol. 15, pp. 2160-2170, 2020, doi:
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Chitralekha
Gupta, Haizhou Li and Ye Wang, Automatic Leaderboard: Evaluation of Singing
Quality Without a Standard Reference, IEEE/ACM Transactions on Audio, Speech,
and Language Processing, vol. 28, pp. 13-26, 2020, doi:
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Qiang Yu, Haizhou
Li, Kay Chen Tan, Spike Timing or Rate? Neurons Learn to Make Decisions for
Both Through Threshold-Driven Plasticity, IEEE Trans. Cybernetics 49(6):
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73.
Berrak
Sisman, Mingyang Zhang, Haizhou Li, Group Sparse Representation with WaveNet Vocoder Adaptation for Spectrum and Prosody
Conversion, IEEE/ACM Transactions on Audio, Speech, and Language Processing,
IEEE/ACM Trans. Audio, Speech & Language Processing 27(6): 1085-1097 (2019)
74.
Karthika Vijayan,
Haizhou Li, Tomoki Toda, Speech-to-Singing Voice Conversion: The Challenges and
Strategies for Improving Vocal Conversion Processes, IEEE Signal Processing
Magazine. 36(1): 95-102, 2019
75.
Luis
Fernando D'Haro, Rafael E. Banchs, Chiori Hori, Haizhou Li: Automatic
evaluation of end-to-end dialog systems with adequacy-fluency metrics, Computer
Speech & Language 55: 200-215, 2019
76.
Chong
Zhang, Kay Chen Tan, Haizhou Li, Geok Soon Hong, A
Cost-Sensitive Deep Belief Network for Imbalanced Classification, IEEE
Transactions on Neural Networks and Learning Systems. 30(1): 109-122, 2019
77.
Van
Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng
Siong Chng, Haizhou Li, Re-ranking spoken term detection with acoustic
exemplars of keywords. Speech Communication 104: 12-23, 2018
78.
Longting Xu, Kong-Aik
Lee, Haizhou Li, Zhen Yang, Generalizing I-Vector Estimation for Rapid Speaker
Recognition. IEEE/ACM Trans. Audio, Speech & Language Processing 26(4):
749-759, 2018
79.
Saad
Irtza, Vidhyasaharan Sethu, Eliathamby Ambikairajah,
Haizhou Li, Using language cluster models in hierarchical language
identification. Speech Communication 100: 30-40, 2018
80.
Kaavya Sriskandaraja, Vidhyasaharan Sethu, Eliathamby
Ambikairajah, Haizhou Li, Front-End for Antispoofing
Countermeasures in Speaker Verification: Scattering Spectral Decomposition,
IEEE Journal of Selected Topics in Signal Processing 11(4): 632-643, 2017
81.
Hongjie Chen,
Cheung-Chi Leung, Lei Xie, Bin Ma, Haizhou Li, Multitask Feature Learning for
Low-Resource Query-by-Example Spoken Term Detection, IEEE Journal of Selected
Topics in Signal Processing 11(8): 1329-1339, 2017
82.
Xiaohai Tian, Siu Wa Lee, Zhizheng Wu, Eng Siong Chng, Haizhou Li, An
Exemplar-Based Approach to Frequency Warping for Voice Conversion, IEEE/ACM
Trans. Audio, Speech & Language Processing 25(10): 1863-1876, 2017
83.
Hongjie Chen,
Lei Xie, Cheung-Chi Leung, Xiaoming Lu, Bin Ma, Haizhou
Li, Modeling Latent Topics and Temporal Distance for Story Segmentation of
Broadcast News, IEEE/ACM Trans. Audio, Speech & Language Processing 25(1):
108-119, 2017
84.
Jun Hu, Huajin Tang, Kay Chen Tan, Haizhou Li, How the Brain
Formulates Memory: A Spatio-Temporal Model, IEEE
Computational Intelligence Magazine, 11(2): 56-68, 2016
85.
Xiong Xiao, Shengkui Zhao, Duc Hoang Ha Nguyen, Xionghu
Zhong, Douglas L. Jones, Eng Siong Chng, Haizhou Li, Speech dereverberation for
enhancement and recognition using dynamic features constrained deep neural
networks and feature adaptation, EURASIP Journal Adv. Sig. Proc. 2016: 4, 2016
86.
Zhizheng Wu,
Haizhou Li, On the study of replay and voice conversion attacks to
text-dependent speaker verification, Multimedia Tools Appl. 75(9): 5311-5327,
2016
87.
Nancy F. Chen,
Darren Wee, Rong Tong, Bin Ma, Haizhou Li, Large-scale characterization of
non-native Mandarin Chinese spoken by speakers of European origin: Analysis on iCALL. Speech Communication 84: 46-56, 2016
88.
Sven Ewan Shepstone,
Kong-Aik Lee, Haizhou Li, Zheng-Hua Tan, Soren Holdt
Jensen, Total Variability Modeling Using Source-Specific Priors. IEEE/ACM
Trans. Audio, Speech & Language Processing 24(3): 504-517, 2016
89.
Duc Hoang Ha
Nguyen, Xiong Xiao, Eng Siong Chng, Haizhou Li, Feature Adaptation Using Linear
Spectro-Temporal Transform for Robust Speech Recognition. IEEE/ACM Trans.
Audio, Speech & Language Processing 24(6): 1006-1019, 2016
90.
Qiang Yu, Rui Yan, Huajin Tang, Kay Chen Tan, Haizhou Li, A Spiking Neural
Network System for Robust Sequence Recognition, IEEE Transactions on Neural
Networks and Learning Systems, 27(3): 621-635, 2016, doi:
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91.
Yuma Ueda, Longbiao Wang, Atsuhiko Kai,
Xiong Xiao, Eng Siong Chng, Haizhou Li, Single-channel Dereverberation for
Distant-Talking Speech Recognition by Combining Denoising Autoencoder and
Temporal Structure Normalization. Signal Processing Systems 82(2): 151-161,
2016
92.
Liping Chen, Kong-Aik
Lee, Bin Ma, Wu Guo, Haizhou Li, Li-Rong Dai, Exploration of Local Variability
in Text-Independent Speaker Verification, Signal Processing Systems 82(2):
217-228, 2016
93.
Dau-Cheng Lyu, Tien Ping Tan, Eng Siong Chng, Haizhou Li:
Mandarin-English code-switching speech corpus in South-East Asia: SEAME.
Language Resources and Evaluation 49(3): 581-600, 2015
94.
Chang Huai You, Haizhou Li, and Kong-Aik Lee, Relevance factor of
maximum a posteriori adaptation for GMM-NAP-SVM in speaker and language
recognition, Computer Speech and Language, vol.30, no.1, pp.116-134, 2015
95.
Van Hai Do,
Xiong Xiao, Eng Siong Chng, and Haizhou Li, Context-dependent Phone Mapping for
Acoustic Modeling of Under-resourced Languages, International Journal of Asian
Language Processing, vol.23, no.1, pp.21-33, 2015
96.
Haipeng Wang, Tan Lee,
Cheung-Chi Leung, Bin Ma, and Haizhou Li, Acoustic Segment Modeling with
Spectral Clustering Methods, IEEE/ACM Transactions on Audio, Speech and
Language Processing, vol.23, no.2, pp.264-277, 2015
97.
Rafael E.
Banchs, Luis F. D'Haro, and Haizhou Li, Adequacy-Fluency Metrics: Evaluating MT
in the Continuous Space Model Framework, IEEE/ACM Transactions on Audio, Speech
and Language Processing, vol.23, no.3, pp.472-482, 2015
98.
Tze Yuang Chong, Rafael E. Banchs, Eng Siong Chng, Haizhou Li,
Decoupling Word-Pair Distance and Co-occurrence Information for Effective Long
History Context Language Modeling, IEEE/ACM Transactions on Audio, Speech and
Language Processing, 23(7): 1221-1232, 2015
99.
Haizhou Li,
Inaugural editorial: Embracing Opportunities for Growth, IEEE/ACM Transactions
on Audio, Speech and Language Processing, 23(1): 5-6, 2015
100.
Jonathan William
Dennis, Tran Huy Dat,
Haizhou Li: Generalized Hough Transform for Speech Pattern Classification.
IEEE/ACM Transactions on Audio, Speech & Language Processing 23(11):
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101.
Zhizheng Wu,
Nicholas Evans, Tomi Kinnunen, Junichi Yamagishi,
Federico Alegre, Haizhou Li, Spoofing and countermeasures for speaker
verification: a survey, Speech Communication, vol.66, Pages 130-153, 2015
102.
Van Hai Do,
Xiong Xiao, Engsiong Chng, Haizhou Li, Cross-Lingual
Phone Mapping for Large Vocabulary Speech Recognition of Under-Resourced
Languages, IEICE Transactions 97-D(2): 285-295, 2014
103.
Miaolong Yuan, Huajin Tang, Haizhou Li, Real-Time Keypoint
Recognition Using Restricted Boltzmann Machine, IEEE Trans. Neural Netw. Learning Syst. 25(11): 2119-2126, 2014
104.
Zhizheng Wu,
Haizhou Li, Voice conversion versus speaker verification: an overview, APSIPA
Transactions on Signal and Information Processing, vol.3, e17
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105.
Zhizheng Wu, Eng
Siong Chng, Haizhou Li, Exemplar-based voice conversion using joint nonnegative
matrix factorization, Multimedia Tools and Applications, Springer, 2014
106.
Zhizheng Wu, Tuomas Virtanen, Eng Siong Chng, Haizhou Li, Exemplar-based
sparse representation with residual compensation for voice conversion, IEEE/ACM
Transactions on Audio, Speech and Language Processing, vol. 22, No. 10, pp.
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107.
Anthony Larcher, Kong Aik Lee, Bin Ma, Haizhou Li, Text-dependent
speaker verification: Classifiers, databases and RSR2015, Speech Communication,
vol. 60, May 2014, pp. 56-77
108.
Qiang Yu, Huajin Tang, Kay Chen Tan, and Haizhou Li,
Precise-Spike-Driven Synaptic Plasticity: Learning Hetero-Association of
Spatiotemporal Spike Patterns, PLoS ONE, 8(11):
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Qiang Yu, Huajin Tang, Kay Chen Tan, Haizhou Li: Rapid Feedforward
Computation by Temporal Encoding and Learning With Spiking Neurons. IEEE Trans.
Neural Networks Learning System, 24(10): 1539-1552, 2013
110.
S. J. Wright, D.
Kanevsky, L. Deng, X. He, G. Heigold,
and H. Li, Optimization Algorithm and Applications for Speech and Language
Processing, IEEE Transactions on Audio, Speech and Language Processing,
21(11):2231-2243, 2013
111.
Haipeng Wang,
Cheung-Chi Leung, Tan Lee, Bin Ma, Haizhou Li, Shifted-Delta MLP Features for
Spoken Language Recognition. IEEE Signal Process. Lett. 20(1): 15-18, 2013
112.
Jun Hu, Huajin Tang, Kay Chen Tan, Haizhou Li and Luping Shi, A Spike-Timing Based Integrated Model for
Pattern Recognition. Neural Computation, vol. 25, no. 2, pp. 450-472, 2013
113.
Raymond W. M.
Ng, Tan Lee, Cheung-Chi Leung, Bin Ma, Haizhou Li: Spoken Language Recognition
with Prosodic Features. IEEE Transactions on Audio, Speech & Language
Processing, 21(9): 1841-1853, 2013
114.
V. Hautamaki, T. Kinnunen, F. Sedlak, Kong Aik Lee, Bin Ma, and Haizhou Li, Sparse
Classifier Fusion for Speaker Verification, IEEE Transactions on Audio, Speech
and Language Processing, 21(8): 1622-1631, August 2013
115.
Douglas D.
O'Shaughnessy, Li Deng, Haizhou Li: Speech Information Processing: Theory and
Applications [Scanning the Issue]. Proceedings of the IEEE vol. 101, No. 5 pp.
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Haizhou Li, Kong
Aik Lee, and Bin Ma, Spoken Language Recognition: From Fundamentals to
Practice, Proceedings of the IEEE, vol. 101, No. 5, pp. 1136 – 1159, May 2013
117.
Jiali Yu, Huajin Tang, Haizhou Li, Dynamics Analysis of a Population
Decoding Model, IEEE Transactions on Neural Networks and Learning Systems, vol.
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118.
Jiali Yu, Huajin Tang, Haizhou Li, Luping
Shi, Dynamical properties of continuous attractor neural network with
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119.
Zhizheng Wu,
Tomi Kinnunen, Eng Siong Chng, Haizhou Li, Mixture of
factor analyzers using priors from non-parallel speech for voice conversion,
IEEE Signal Processing Letters, 19(12), pp. 914-917, 2012
120.
Omid Dehzangi, Bin Ma, Eng-Siong Chng and Haizhou Li,
Discriminative Feature Extraction for Speech Recognition Using Continuous
Output Codes, Pattern Recognition Letters, 33 (2012), pp. 1703-1709.
121.
Liyuan Li, Shuicheng Yan, Xinguo Yu, Yeow
Kee Tan, and Haizhou Li, Robust Multiperson Detection
and Tracking for Mobile Service and Social Robots, IEEE Transactions on
Systems, Man, and Cybernetics - PART B: CYBERNETICS, vol. 42, No. 5, 2012
122.
T. Kinnunen, R. Saeidi, F. Sedlak, Kong Aik Lee, J. Sandberg, M. Hansson-Sandsten, Haizhou Li, Low-Variance Multitaper
MFCC Features: a Case Study in Robust Speaker Verification, IEEE Transactions
on Audio, Speech and Language Processing, 20(7): 1990-2001, September 2012
123.
Andreea Niculescu,
Betsy van Dijk, Anton Nijholt, Haizhou Li, See Swee Lan: Making Social Robots More Attractive: The Effects
of Voice Pitch, Humor and Empathy. International Journal of Social Robotics
5(2): 171-191 (2013)
124.
Wenliang Chen, Jun'ichi Kazama, Min Zhang, Yoshimasa Tsuruoka,
Yujie Zhang, Yiou Wang, Kentaro Torisawa, Haizhou Li,
Bitext Dependency Parsing With Auto-Generated Bilingual Treebank, IEEE
Transactions on Audio, Speech and Language Processing, 20(5): 1461-1472 (2012)
125.
Xiaoxuan Wang, Lei Xie,
Mimi Lu, Bin Ma, Engsiong Chng, Haizhou Li, Broadcast
News Story Segmentation Using Conditional Random Fields and Multimodal
Features. IEICE Transactions on Information and Systems, vol. E95-D, No.5,
pp.1206-1215, 2012
126.
Yi Ren Leng,
Tran Huy Dat, Norihide Kitaoka, Haizhou Li:
Selective Gammatone Envelope Feature for Robust Sound Event Recognition. IEICE
Transactions 95-D (5): 1229-1237, 2012
127.
Rui Yan, Keng Peng Tee, Yuanwei Chua,
Haizhou Li, Huajin Tang: Gesture Recognition Based on
Localist Attractor Networks with Application to Robot Control, IEEE
Computational Intelligence Magazine, vol. 7, No. 1, pp. 64-74, 2012
128.
Jin-Shea Kuo,
Haizhou Li: Learning regional transliteration variants, Information Processing
and Management, 48(1): 154-169, 2012
129.
Tin Lay Nwe, Hanwu Sun, Bin Ma, Haizhou
Li, Speaker Clustering and Cluster Purification Methods for RT07 and RT09
Evaluation Meeting Data, IEEE Transactions on Audio, Speech and Language
Processing, vol 20, No. 2, pp 461-473, 2012
130.
Haizhou Li ,
John-John Cabibihan, Yeow Kee Tan: Towards an Effective Design of Social
Robots, International Journal of Social Robotics, 3(4), pp. 333-335, November
2011
131.
Sakriani Sakti,
Michael Paul, Andrew Finch, Shinsuke Sakai, Thang Tat
Vu, Noriyuki Kimura, Chiori Hori, Eiichiro Sumita, Satoshi Nakamura, Jun Park, Chai Wutiwiwatchai, Bo Xu, Hammam Riza, Karunesh
Arora, Chi Mai Luong, Haizhou Li, A-STAR: Toward Translating Asian Spoken
Languages, Computer Speech and Language, vol. 27, No. 2, pp. 509 - 527, 2013
132.
Huajin Tang, Haizhou
Li, Book Review: Information Theoretic Learning: Renyi's
Entropy and Kernel Perspectives, IEEE Computational Intelligence Magazine, vol.
6, No. 3, August 2011
133.
Eliathamby
Ambikairajah, Haizhou Li, Liang Wang, Bo Yin, and Vidhyasaharan Sethu, Language
Identification: A Tutorial, IEEE Circuits and Systems Magazine, vol. 11, No. 2,
pp.82 - 108, 2011
134.
Huajin Tang, Haizhou
Li, and Zhang Yi, Online learning and stimulus-driven responses of neurons in
visual cortex, Cognitive Neurodynamics, vol. 5, no.
1, pp. 77-85, 2011
135.
Omid Dehzangi, Bin Ma, Eng-Siong Chng and Haizhou Li, Error
Corrective Fusion of Classifier Scores for Spoken Language, IEICE Transactions
on Information and Systems, Vol. E94-D, No.12, pp.2503-2512, 2011
136.
Deyi Xiong, Min
Zhang, Haizhou Li, A Maximum Entropy Segmentation Model for Statistical Machine
Translation, IEEE Transactions on Audio, Speech and Language Processing, 19
(8), November 2011
137.
Huy Dat Tran, Haizhou Li, Sound Event Recognition with
Probabilistic Distance SVMs, IEEE Transactions on Audio, Speech and Language
Processing, vol. 19, No. 6, pp 1556 - 1568, 2011
138.
Jonathan Dennis,
Huy Dat Tran, Haizhou Li,
Spectrogram Image Feature for Sound Event Classification in Mismatched
Conditions, in Signal Processing Letters, vol. 18, No. 2, pp 130 - 133,
February 2011
139.
Haizhou Li, Ma
Bin, TechWare: Speaker and Spoken Language
Recognition Resources, IEEE Signal Processing Magazine, vol. 27, No. 6, pp
139-142, November 2010
140.
Kong Aik Lee,
Chang Huai You, Haizhou Li, Tomi Kinnunen,
and Khe Chai Sim, Using Discrete Probabilities with
Bhattacharyya Measure for SVM-based Speaker Verification, IEEE Transactions on
Audio, Speech and Language Processing, 19(4), pp.861 - 870, May 2011
141.
Deyi Xiong, Min
Zhang, Aiti Aw, Haizhou Li, Linguistically Annotated
Reordering Evaluation and Analysis, Computational Linguistics, vol. 36, No. 3,
pp 535-568, 2010
142.
Donglai Zhu, Bin Ma,
Haizhou Li, Speaker Verification with Feature-Space MAPLR Parameters, IEEE
Transactions on Audio, Speech and Language Processing, vol. 19, No. 3, pp
505-515, March 2011
143.
Huajin Tang, Haizhou
Li, Zhang Yi, A Discrete-Time Neural Network for Optimization Problems with
Hybrid Constraints, IEEE Transactions on Neural Networks, vol. 21, no. 7, pp.
1184-1189, 2010
144.
Namunu C. Maddage, Haizhou Li, Beat Space Segmentation and Octave
Scale Cepstral Feature for Sung Language Recognition in Pop Music, ACM
Transactions on Multimedia Computing, Communications and Applications
(TOMCCAP), vol. 7 Issue 4, November 2011, Article No. 37
145.
Lei Wang, Eng
Siong Chng, Haizhou Li, A Tree-Construction Search Approach for Multivariate
Time Series Motifs Discovery, Pattern Recognition Letters, vol. 31, No. 9, pp
869-875, 2010
146.
Huajin Tang, Haizhou
Li, and Rui Yan, Memory Dynamics in Attractor Networks with Saliency Weights,
Neural Computation, 22(7), pp. 1899-1926, July 2010
147.
Chang Huai You, Kong Aik Lee, Haizhou Li, GMM-SVM Kernel with a
Bhattacharyya-Based Distance for Speaker Recognition, IEEE Transactions on
Audio, Speech and Language Processing, vol. 18, No. 6, pp1300-1312, 2010
148.
Tomi Kinnunen, Haizhou Li, An Overview of Text-Independent
Speaker Recognition: from Features to Supervectors, Speech Communication 52
(1), 2010, pp. 12-40 (Speech Communication Most Cited Article 2007-2013)
149.
Xiong Xiao,
Jinyu Li, Eng Siong Chng, Haizhou Li, Chin-Hui Lee, A Study on the
Generalization Capability of Acoustic Models for Robust Speech Recognition,
IEEE Transactions on Audio, Speech and Language Processing, vol. 18, No 6,
pp1158-1169, 2010
150.
Namunu C. Maddage, Khe Chai Sim, Haizhou
Li, Word Level Automatic Alignment of Music and Lyrics using Vocal Synthesis,
ACM Transactions on Multimedia Computing, Communications, and Applications
(TOMCCAP), vol. 6, No. 3, 2010
151.
Huy Dat Tran, Haizhou Li, Jump Function Kolmogorov for Audio
Classification in Noise-mismatch Conditions, IEEE Transactions on Signal
Processing, vol. 57, No 8, pp 2908-2918, 2009
152.
Tee Kiah Chia, Khe Chai Sim, Haizhou Li and Hwee Tou
Ng, Statistical Lattice-Based Spoken Document Retrieval, ACM Transactions on
Information Systems, vol. 28, No. 1, 2010
153.
Rong Tong, Bin
Ma, Haizhou Li, and Eng Siong Chng, A Target-Oriented Phonotactic Front-end for
Spoken Language Recognition, IEEE Transactions on Audio, Speech and Language
Processing, vol. 17, No 7, pp.1335-1347, 2009
154.
Donglai Zhu, Haizhou
Li, Bin Ma, and Chin-Hui Lee, Optimizing the Performance of Spoken Language
Recognition with Discriminative Training, IEEE Transactions on Audio, Speech
and Language Processing, vol. 16, No. 8, pp.1642-165, 2008
155.
Chang Hui You,
Kong-Aik Lee, and Haizhou Li, An SVM Kernel with GMM-Supervector Based on the
Bhattacharyya Distance for Speaker Recognition, IEEE Signal Processing Letters,
vol. 16, No. 1, pp.49-52, 2009
156.
Xiong Xiao, Eng
Siong Chng, Haizhou Li, Normalization of the Speech Modulation Spectra for
Robust Speech Recognition, IEEE Transactions on Audio, Speech and Language
Processing, vol. 16, No. 8, pp.1662-1674, 2008
157.
Haizhou Li,
Jin-Shea Kuo, Jian Su, Chih-Lung Lin, Mining Live
Transliterations using Incremental Learning Algorithms, International Journal
of Computer Processing Of Languages, vol. 21, No. 2, pp. 183-203, 2008
158.
Khe Chia Sim and
Haizhou Li, On Acoustic Diversification Front-end for Spoken Language
Identification, IEEE Transactions on Audio, Speech and Language Processing,
vol. 16, No. 5, pp.1029-1037, 2008
159.
Bin Ma, Haizhou
Li, and Rong Tong, Spoken Language Recognition with Ensemble Classifiers, IEEE
Transactions on Audio, Speech and Language Processing, vol. 15, No. 7, 2007
160.
Jin-shea Kuo,
Haizhou Li, and Ying-Kuei Yang, Active Learning for
Constructing Transliteration Lexicons from the Web, Journal of the American
Society for Information Science and Technology, vol. 59, No. 1, 2008
161.
Xiong Xiao, Eng
Siong Chng, and Haizhou Li, Temporal structure normalization of speech feature
for robust speech recognition, IEEE Signal Processing Letters, vol. 14, No. 7,
2007
162.
Jin-Shea Kuo,
Haizhou Li, Ying-Kuei Yang, A Phonetic Similarity
Model for Automatic Extraction of Transliteration Pairs, ACM Transactions on
Asian Language Information Processing, vol. 6, Issue 2, September, 2007
163.
Tin Lay Nwe and Haizhou Li, Exploring Vibrato-Motivated Acoustic
Features for Singer Identification, IEEE Transactions on Audio, Speech and
Language Processing, vol. 15, No. 2, 2007
164.
Haizhou Li, Bin
Ma, and Chin-Hui Lee, A Vector Space Modeling Approach to Spoken Language
Identification, IEEE Transactions on Audio, Speech and Language Processing,
vol. 15, No. 1, 2007
Books
and Book Chapters
1.
Haizhou
Li, Kar-Ann Toh, Liyuan Li, Advanced Topics in
Biometrics, World Scientific, 2011
2.
Haizhou
Li, Bin Ma, and Chin-Hui Lee, Vector-based Spoken Language Classification, in
Springer Handbook of Speech Processing, Jacob Benesty,
M. Mohan Sondhi, Arden Huang (editors), Springer 2007
3.
Chin-Hui
Lee, Haizhou Li, Lin-shan Lee, Renhua Wang, and Qiang Huo (editors), Advances in
Chinese Spoken Language Processing, World Scientific, 2007
4.
Shuzhi
Sam Ge, Haizhou Li, John-John Cabibihan and Yeow Kee Tan (editors), Social
Robotics, Springer Lecture Notes in Artificial Intelligence 6414, 2010
5.
Qiang Huo, Bin Ma, Eng Siong Chng, and Haizhou Li (editors),
Chinese Spoken Language Processing, Springer Lecture Notes in Artificial
Intelligence 4274, 2006
6.
Yinglin Yu, Haizhou
Li, Neural Networks and Signal Analysis, South China University of Technology
Press, 1996
Teaching
1.
CSC3020
Machine Learning (CUHK-SZ)
2.
EE2211
Introduction to Machine Learning (NUS)
3.
EE2012
Analytical Methods in Electrical and Computer Engineering (NUS)
4.
EE6733
Advanced Topics on Vision and Machine Learning (NUS)
Ph.D.
Students
1. Chenyu
YANG, 09/2024 -
2. Ruicong
WANG, 09/2024 -
3. Kuang
WANG, 09/2024 -
4. Qibin BAI, 09/2023 -
5. Zhijun
LIU, 09/2023 -
6. Zheyuan
LIN, 09/2023 -
7. Dedimuni
Dashanka Nadeeshan De Silva, 2023 -
8. Saurav
Pahuja 2022 -
9. Wenxuan
WU, 09/2022 -
10. Junyi
AO, 09/2022 -
11. Sho
INOUE, 09/2022 -
12. Mehmet
Sinan YILDIRIM, 01/2022 -
13. Jingru
LIN 08/2022 -
14. Yidi
JIANG 08/2021 -
15. Zeyang
SONG 08/2021 -
16. Yiming
CHEN, 2021 -
17. Marvin
Borsdorf, 2020 -
18. Yi MA
08/2020 -
19. Junchen
LU 08/2020 -
20. Wupeng
WANG 08/2020 -
21. Qu
YANG, 2020 -
22. Tianchi
LIU, 2020 -
23. Xuehao
ZHOU, Cross-Regional Text-to-Speech Synthesis with Language and Accent
Diversity, 2024 (Huawei, Singapore) web, thesis
24. Jiadong WANG, Cross-Modality
Complementarity for Audio-Visual Speech Recognition, 2024 (TUM Germany) web,
thesis
25. Xianghu YUE, Self-Supervised
Modeling for Multimodal Understanding, 2024 (NUS Singapore) web,
thesis
26. Zexu PAN, Look Attentively to Hear:
Audio-Visual Speaker Extraction, 2023 (Alibaba
DAMO Academy, Singapore) web,
thesis
27. Qinyi WANG, Code-Switch Detection Techniques and Language Modeling
Strategies for Automatic Speech Recognition,
2023 (Huawei, Singapore) web,
thesis
28. Kun ZHOU, Emotion Modeling for Speech Generation,
2023 (Alibaba DAMO
Academy, Singapore) web,
thesis
29. Chen ZHANG, Self-Supervised
Modeling for Open-Domain Dialogue Evaluation, 2023 (NUS Singapore) web,
thesis
30. Ruijie TAO, Audio-Visual Active
Speaker Detection and Recognition, 2023 (NUS Singapore) web,
thesis
31. Nana HOU, Mismatch Problem in Deep‑learning based Speech Enhancement, 2023 (Zoom, Singapore) web, thesis
32. Xiaoxue GAO, Automatic Lyrics Transcription of
Polyphonic Music, 2022 (A*STAR,
Singapore) web,
thesis
33. Zihan CHEN, Adaptive Communication-efficient Federated Learning on
Real-world Data, 2022 (SUTD,
Singapore) web,
thesis
34. Yi ZHOU, Cross-Lingual Voice
Conversion, 2021 (Tomato.ai, US) web,
thesis
35. Grandee LEE, Cross-Lingual Language
Modeling, Methods and Applications, 2021 (Singapore University of Social
Sciences, Singapore) web,
thesis
36. Zihan
PAN, Neural Encoding of Auditory Signals in Spiking Neural Networks, 2020 (A*STAR,
Singapore) web
37. Jibin WU,
Auditory information processing using spiking neural networks, 2020 (The Hong
Kong Polytechnic University, Hong Kong SAR) web,
thesis
38. Chenglin XU, Single channel multi-talker speech
separation with deep learning, 2020 (Kuaishou,
China) web, thesis
39. Paul Yaozhu CHAN, The psychoacoustics and synthesis of singing
harmony, 2020 (A*STAR, Singapore) web,
thesis
40. Berrak
SISMAN, Machine learning for limited data voice conversion, 2020 (University
of Texas at Dallas, US) web, thesis
41. Malu
Zhang, On the study of spiking machine learning algorithms, 2019 (University
of Electronics Science and Technology of China, China)
42. Chitralekha
GUPTA, Comprehensive evaluation of singing quality, 2019 (NUS Singapore) web, thesis
43. Nicole
MIRNIG, Essential of robot feedback: On developing a taxonomy for human-robot
interaction, 2019 (University of Salzburg, Austria)
44. Wenda CHEN, Modeling phones, keywords,
topics and intents in spoken languages, 2019 (A*STAR,
Singapore) web
45. Van
Tung PHAM, Robust spoken term detection using partial search and re-scoring
hypothesized detections techniques, 2018, thesis
46. Tze Yuang CHONG, Exploiting long context using joint distance
and occurrence information for language modeling, 2018, thesis
47. Duc
Hoang Ha NGUYEN, Feature-based robust techniques for speech recognition, 2017, thesis
48. Chong
ZHANG, Computational intelligence in diagnostic and prognostic applications,
2017, thesis
49. Van
Hai DO, Acoustic modeling for speech recognition under limited training data
conditions, 2015 (Thuyloi University, Vietnam), thesis
50. Zhizheng
WU, Spectral mapping for voice conversion, 2015 (The Chinese University of
Hong Kong, Shenzhen), thesis
51. Trung Hieu NGUYEN,
Speaker diarization in meetings domain, 2014, thesis
52. Lei
WANG, Audio pattern discovery and retrieval, 2012, thesis
53. Rong
TONG, Towards a high performance phonotactic features for spoken language
recognition, 2012 (Singapore Institute of Technology, Singapore), thesis
54. Omid
DEHZANGHI, Discriminative feature extraction for speech recognition using
continuous output codes, 2012, thesis
55. Xiong
XIAO, Robust speech features and acoustic models for speech recognition, 2009, thesis
56. Tee
Kiah CHIA, Lattice-based statistical spoken document retrieval, 2009, thesis
57. Hendra
SETIAWAN, Reordering in statistical machine translation: a function word,
syntax-based approach, 2008, thesis
Project
Acknowledgement
1. National
Natural Science Foundation of China (Grant No. 62271432)
2. Shenzhen
Science and Technology Program (Grant No. ZDSYS20230626091302006)
3. Shenzhen
Science and Technology Research Fund (Fundamental Research Key Project Grant
No. JCYJ20220818103001002)
4. Internal
Project of Shenzhen Research Institute of Big Data (Grant No. T00120220002)