Haizhou Li
(李海洲) Ph.D, IEEE Fellow, ISCA Fellow
Presidential Chair Professor, Associate Dean (Research)
School of Data Science
The Chinese University of Hong Kong (Shenzhen)

Department of Electrical and Computer Engineering
National University of Singapore
https://theme.zdassets.com/theme_assets/2284388/5f241602bd45df20fe02a537477dc62c1e1ed582.pnghttps://orcid.org/0000-0001-9158-9401

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Description generated with very high confidence
Email:

Personal: http://www.colips.org/~eleliha/
Lab: http://ece.nus.edu.sg/hlt/

 

▼Biography

 

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 is now a Presidential Chair Professor and Associate Dean (Research) at the School of Data Science, The Chinese University of Hong Kong (Shenzhen). Dr. Li is also with the Department of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore.

Dr. Li has worked on speech and language technology in academia and industry since 1988. He has 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 (since 2011). He was a Visiting Professor at CRIN/INRIA in France (1994-1995). Prior to joining CUHKSZ and NUS, he was 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 information retrieval. 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 (2012-2017), Springer International Journal of Social Robotics (2008-2016), and a Member of IEEE Speech and Language Processing Technical Committee (2013-2015), Awards Board (2021-2023), and Publications Board (2015-2018) of IEEE Signal Processing Society. He was 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, 2015-2017), the President of the Asian Federation of Natural Language Processing (AFNLP, 2017-2018). He was the General Chair of ACL 2012, INTERSPEECH 2014, IWSDS 2019, ASRU 2019, the Local Arrangement Chair of SIGIR 2008 and ACL-IJCNLP 2009, and the Technical Program Chair of ISCSLP 1998, APSIPA Annual Summit and Conference 2010, IEEE Spoken Language Technology Workshop 2014, and IEEE ChinaSIP 2015. He has been appointed the General Chair of 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2022)​ in Singapore.

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, and Bremen Excellence Chair Professor in 2019. Dr. Li is a member of ACL, ACM, and APSIPA.

 

▼ Distinctions

 

1.       Bremen Excellence Chair Professor, Germany, 2019

2.       Fellow of the International Speech Communication Association 2018 (citation: for contributions to multilingual speech information processing)

3.       First Prize at 2nd International Collegiate Competition for Brain-Inspired Computing, Beijing, China, 2018

4.       A*STAR Awards 2016 (A*STAR Borderless Awards: Autonomous Vehicle Programme)

5.       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)

6.       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)

7.       MTI Innovation Activist Gold Award 2015, Ministry of Trade and Industry, Singapore

8.       Best Technology Show and Tell Award, INTERSPEECH 2014

9.       IEEE Fellow 2014 (Citation: for leadership in multilingual, speaker and language recognition.)

10.    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)

11.    IES Prestigious Engineering Achievement Award 2013, Singapore (voiceprint technology)

12.    The Most Cited Article, Speech Communication, 2007-2013

13.    Distinguished Alumni Awards, South China University of Technology, 2012 (SCUT 60th Anniversary)

14.    Nokia Visiting Professor 2009, Nokia Foundation

15.    Achiever of the Year 2007/08, Institute for Infocomm Research, A*STAR

16.    The Enterprise Challenge Awards 2004, Prime Minister's Office, Singapore

17.    National Infocomm Awards 2002, Infocomm Development Authority, Singapore

 

Best Paper Awards

 

1.       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

2.       Featured productive , and innovative author in speech and language processing (1965-2015) by the NLP4NLP Corpus, 2019

3.       AI 2000 Speech Recognition Most Influential Scholars Honorable Mention (2009-2019)

4.       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

5.       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

6.       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

7.       Best Paper Award, 基于DTW 的语音关键词检出, 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

8.       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

9.       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

10.    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 Paper Awards

 

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.       Member, Awards Board, IEEE Signal Processing Society 2021-2023

2.       Member, Fellow Evaluation Committee, IEEE Signal Processing Society 2019

3.       President, Asian Federation of Natural Language Processing (AFNLP), 2017-2018

4.       President, International Speech Communication Association (ISCA), 2015-2017

5.       Vice President, Asian Federation of Natural Language Processing (AFNLP), 2015-2016

6.       Member, Publications Board, IEEE Signal Processing Society, 2015-2017

7.       Vice President, International Speech Communication Association (ISCA), 2013-2015

8.       Board Member, International Speech Communication Association (ISCA), 2009-2017

9.       Board Member, Asian Federation of Natural Language Processing (AFNLP), 2006-2012

10.    Committee Member, IEEE Speech and Language Processing Technical Committee, 2013-2015

11.    Committee Member, IEEE Singapore Computer Chapter, 2010-2011

12.    Committee Member, IEEE Singapore, Systems, Man, & Cybernetics Chapter, 2011-2014

13.    President, Teochew Doctorate Society, Singapore 2018-2022

14.    President, Chinese and Oriental Languages Information Processing Society, 2011-2022

15.    President, Asia Pacific Signal and Information Processing Association, 2015-2016

16.    President-Elect, Asia Pacific Signal and Information Processing Association, 2013-2014

17.    President (2006-2014), Honorary President (2015-), South China University of Technology Alumni Association (Singapore)

18.    Chair, ISCA Special Interest Group on Chinese Spoken Language Processing, ISCA, 2011-2014

19.    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, 2012-2014

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 Organization

 

1.       General Chair, The 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 29-31 July 2021, Singapore

2.       General Chair, The 12th International Workshop on Spoken Dialog System Technology, 15-17 November 2021, Singapore

3.       General Chair, The 24th Oriental COCOSDA, 18-20 November 2021, Singapore

4.       Senior Area Chair, ACL-IJCNLP 2021, Thailand

5.       Area Chair, The 21th Annual Conference of the International Speech Communication Association (INTERSPEECH), 2020, Shanghai (online)

6.       Member of Best Paper Committee, EMNLP 2020, Online conference

7.       Publicity Chair, AACL-IJCNLP 2020, Online conference

8.       Senior Area Chair, EMNLP-IJCNLP 2019, Hong Kong

9.       General Chair, IEEE Workshop on Automatic Speech Recognition and Understanding 2019, December 2019, Singapore

10.    Area Chair, The 20th Annual Conference of the International Speech Communication Association (INTERSPEECH), 2019, Graz, Austria

11.    Area Chair, The 19th Annual Conference of the International Speech Communication Association (INTERSPEECH), 2018, Hyderabad, India

12.    Associate Editor, the 24th International Conference on Pattern Recognition (ICPR), 20-24 August 2018, Beijing, China

13.    General Chair, The 5th International Conference on Orange Technologies (ICOT), 8-10 December 2017, Singapore

14.    Area Chair, The 18th Annual Conference of the International Speech Communication Association (INTERSPEECH), 2017 , Stockholm, Sweden

15.    Area Chair, The 17th Annual Conference of the International Speech Communication Association (INTERSPEECH), 2016 , San Francisco, USA

16.    Technical Program co-Chair, The Third IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), 2015, Chengdu, China

17.    Area Chair, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015, Brisbane, Australia

18.    Area Chair, The 8th IAPR International Conference on Biometrics, 2015, Phuket, Thailand

19.    General Chair, The 15th Annual Conference of the International Speech Communication Association (INTERSPEECH), 2014 , Singapore

20.    General Chair, The 9th International Symposium on Chinese Spoken Language Processing, (ISCA SIG CSLP) 2014, Singapore

21.    Technical Program Chair, IEEE Workshop on Spoken Language Technology (SLT) 2014, South Lake Tahoe

22.    Area Chair, Conference on Empirical Methods in Natural Language Processing (EMNLP), 2013, Seattle, USA

23.    Publicity Chair, Automatic Speech Recognition and Understanding Workshop (ASRU), 2013, Olomouc, Czech Republic

24.    Publicity Chair, 15th ACM International Conference on Multimodal Interaction (ICMI), 2013, Sydney, Australia

25.    Area Chair, IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP), 2013, Beijing, China

26.    Area Chair, International Conference on Pattern Recognition, 2012 (Tsukuba, Japan), 2014 (Stockholm, Sweden)

27.    General Chair, The 50th Annual Meeting of Association for Computational Linguistics (ACL), 2012, Jeju, Korea

28.    Organizing Chair, The Speaker and Language Recognition Workshop (Odyssey), 2012

29.    Posters Chair, 5th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia, 2012, Singapore

30.    Area Coordinator, INTERSPEECH 2010, 26-30 September 2010, Makuhari, Japan

31.    Workshop Chair, The 2nd Named Entities Workshop with Shared Task on Machine Transliteration, ACL 2010, Sweden

32.    Area Chair, The 23rd International Conference on Computational Linguistics, COLING 2010, Beijing China

33.    Area Chair, 2010 Conference on Empirical Methods on Natural Language Processing, EMNLP 2010, Cambridge, Massachusetts, USA

34.    Program Chair, The 2nd Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2010, Singapore

35.    Conference Chair, International Conference on Social Robotics 2010, Singapore

36.    General Chair, International Conference on Asian Language Processing, IALP 2009, Singapore

37.    Local Organizing Chair, The 47th Annual Meeting of ACL - 4th International Conference on Natural Language Processing, ACL-IJCNLP 2009, Singapore

38.    Workshop Chair, The 1st Named Entities Workshop with Shared Task on Machine Transliteration, ACL-IJCNLP 2009 Workshop, Singapore

39.    Local Arrangements Chair, The 31st SIGIR (The 31st Annual International ACM SIGIR Conference) 2008, Singapore

40.    Workshop Chair, The 3rd IJCNLP (International Joint Conf. on Natural Language Processing) 2008, Hyderabad

41.    Chair, The 6th SIGHAN Workshop on Chinese Language Processing, 2008, Hyderabad,

42.    Technical Track Chair, 5th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry (VRCAI 2008), 8-9 December 2008, Singapore

43.    Program Chair, Infocomm Horizons 2007

44.    Senior Researcher, Johns Hopkins University 2007 Summer Workshop on Human Language Technology

45.    Member of Standing Committee, National Conference on Man-Machine Speech Communications, China, 2006-

46.    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.       Recent Advances in Selective Auditory Attention, The 2020 IEEE Symposium Series on Computational Intelligence (IEEE SSCI), Canberra, Australia, 1-4 December, 2020.

2.       Speech Processing at Cocktail Party, The 15th IEEE Conference on Industrial Electronics and Applications (ICIEA 2020), Kristiansand, Norway, 9-13 November 2020

3.       The Story of Artificial Intelligence, The 2nd International Conference on Intelligent Autonomous Systems, 28 February - 2 March, 2019

4.       Exemplar-based Sparse Representation for Voice Conversion, 119回音声言語情報処理研究会 (SIG-SLP), 21 December 2017, Tokyo

5.       Whither Speech Recognition? Alibaba Technology Forum, Learning from the Deep World, 18 September 2017, Singapore

6.       Recent Advances in Singing Synthesis, 5th International Conference on Statistical Language and Speech Processing, 23-25 October 2017, Le Mans, France

7.       Speech Synthesis Perfects Everyone's Singing, International Conference on Orange Technologies, 17-20 December 2016, Melbourne, Australia

8.       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

9.       iCALL Mandarin Corpus, Oriental COCOSDA (International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques), 26-28 October 2016, Bali, Indonesia

10.    Voice conversion and spoofing countermeasures for speaker verification, Odyssey 2016, The Speaker and Language Recognition Workshop, June 21-24, Bilbao, Spain

 

Professional Membership

 

1.       Association for Computing Machinery (ACM)

2.       Institute of Electrical and Electronics Engineers (IEEE)

3.       International Speech Communication Association (ISCA)

4.       Association for Computational Linguistics (ACL)

5.       Asia Pacific Signal and Information Processing Association (APSIPA)

6.       Chinese and Oriental Languages Information Processing Society (COLIPS)

 

Journal Articles

 

1.       Chen Zhang, Grandee 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)

2.       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 (2021)

3.       Chenglin Xu, Wei Rao, Jibin Wu, Haizhou Li, Target Speaker Verification with Selective Auditory Attention for Single and Multi-Talker Speech. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2696-2709 (2021)

4.       Berrak Sisman, Junichi Yamagishi, Simon King, and Haizhou Li, An Overview of Voice Conversion and its Challenges: From Statistical Modeling to Deep Learning, IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, pp. 132-157, 2021, doi: 10.1109/TASLP.2020.3038524

5.       Rui Liu, Berrak Sisman, Feilong Bao, Jichen Yang, Guanglai Gao and Haizhou Li, Exploiting morphological and phonological features to improve prosodic phrasing for Mongolian speech synthesis, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2020, doi: 10.1109/TASLP.2020.3040523

6.       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. 27, pp. 1470-1474, 2020

7.       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

8.       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

9.       Mingyang Zhang, Berrak Sisman, Li Zhao and Haizhou Li, DeepConversion: Voice conversion with limited parallel training data, Speech Communication, vol. 122, pp. 31-43, 2020

10.    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

11.    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

12.    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

13.    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

14.    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

15.    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: 10.1109/TIFS.2019.2956589

16.    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: 10.1109/TASLP.2019.2947737

17.    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): 2178-2189, 2019

18.    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)

19.    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

20.    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

21.    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

22.    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

23.    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

24.    Saad Irtza, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Haizhou Li, Using language cluster models in hierarchical language identification. Speech Communication 100: 30-40, 2018

25.    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

26.    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

27.    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

28.    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

29.    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

30.    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

31.    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

32.    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

33.    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

34.    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

35.    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: 10.1109/TNNLS.2015.2416771

36.    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

37.    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

38.    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

39.    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

40.    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

41.    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

42.    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

43.    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

44.    Haizhou Li, Inaugural editorial: Embracing Opportunities for Growth, IEEE/ACM Transactions on Audio, Speech and Language Processing, 23(1): 5-6, 2015

45.    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): 1963-1972, 2015

46.    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

47.    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

48.    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

49.    Zhizheng Wu, Haizhou Li, Voice conversion versus speaker verification: an overview, APSIPA Transactions on Signal and Information Processing, vol.3, e17 doi:10.1017/ATSIP.2014.17, 2014

50.    Zhizheng Wu, Eng Siong Chng, Haizhou Li, Exemplar-based voice conversion using joint nonnegative matrix factorization, Multimedia Tools and Applications, Springer, 2014

51.    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. 1506-1521, 2014

52.    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

53.    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): e78318, 2013, doi: 10.1371/journal.pone.0078318

54.    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

55.    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

56.    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

57.    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

58.    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

59.    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

60.    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. 1034-1037, May 2013

61.    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

62.    Jiali Yu, Huajin Tang, Haizhou Li, Dynamics Analysis of a Population Decoding Model, IEEE Transactions on Neural Networks and Learning Systems, vol. 24, No. 3, 2013

63.    Jiali Yu, Huajin Tang, Haizhou Li, Luping Shi, Dynamical properties of continuous attractor neural network with background tuning, Neurocomputing, vol. 99, pp. 439 - 447, 2013

64.    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

65.    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.

66.    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

67.    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

68.    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)

69.    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)

70.    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

71.    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

72.    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

73.    Jin-Shea Kuo, Haizhou Li: Learning regional transliteration variants, Information Processing and Management, 48(1): 154-169, 2012

74.    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

75.    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

76.    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

77.    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

78.    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

79.    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

80.    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

81.    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

82.    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

83.    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

84.    Haizhou Li, Ma Bin, TechWare: Speaker and Spoken Language Recognition Resources, IEEE Signal Processing Magazine, vol. 27, No. 6, pp 139-142, November 2010

85.    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

86.    Deyi Xiong, Min Zhang, Aiti Aw, Haizhou Li, Linguistically Annotated Reordering Evaluation and Analysis, Computational Linguistics, vol. 36, No. 3, pp 535-568, 2010

87.    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

88.    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

89.    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

90.    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

91.    Huajin Tang, Haizhou Li, and Rui Yan, Memory Dynamics in Attractor Networks with Saliency Weights, Neural Computation, 22(7), pp. 1899-1926, July 2010

92.    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

93.    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)

94.    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

95.    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

96.    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

97.    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

98.    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

99.    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

100.  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

101.  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

102.  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

103.  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

104.  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

105.  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

106.  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

107.  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

108.  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

109.  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.       EE2211 Introduction to Machine Learning

2.       EE2012 Analytical Methods in Electrical and Computer Engineering

3.       EE6733 Advanced Topics on Vision and Machine Learning

 

PhD Students

 

1.       Jibin WU Auditory information processing using spiking neural networks, 2020

2.       Chenglin XU, Single channel multi-talker speech separation with deep learning, 2020

3.       Paul Yaozhu CHAN, The psychoacoustics and synthesis of singing harmony, 2020

4.       Berrak SISMAN, Machine learning for limited data voice conversion, 2020

5.       Chitralekha GUPTA, Comprehensive evaluation of singing quality, 2019

6.       Nicole MIRNIG, Essential of robot feedback: On developing a taxonomy for human-robot interaction, 2019

7.       Wenda CHEN, Modeling phones, keywords, topics and intents in spoken languages, 2019

8.       Van Tung PHAM, Robust spoken term detection using partial search and re-scoring hypothesized detections techniques, 2018

9.       Tze Yuang CHONG, Exploiting long context using joint distance and occurrence information for language modeling, 2018

10.    Duc Hoang Ha NGUYEN, Feature-based robust techniques for speech recognition, 2017

11.    Chong ZHANG, Computational intelligence in diagnostic and prognostic applications, 2017

12.    Van Hai DO, Acoustic modeling for speech recognition under limited training data conditions, 2015

13.    Zhizheng WU, Spectral mapping for voice conversion, 2015

14.    Trung Hieu NGUYEN, Speaker diarization in meetings domain, 2014

15.    Lei WANG, Audio pattern discovery and retrieval, 2012

16.    Rong TONG, Towards a high performance phonotactic features for spoken language recognition, 2012

17.    Omid DEHZANGHI, Discriminative feature extraction for speech recognition using continuous output codes, 2012

18.    Xiong XIAO, Robust speech features and acoustic models for speech recognition, 2009

19.    Tee Kiah CHIA, Lattice-based statistical spoken document retrieval, 2009

20.    Hendra SETIAWAN, Reordering in statistical machine translation: a function word, syntax-based approach, 2008

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