Recent
Professional Activities of Man-Wai Mak
Invited Talks
- Deep
Learning-Based Spoken Language Processing for
Biomedical Applications", National Yang Ming
Chiao Tung University, Taiwan, Nov. 2023.
- "Supervised
and Self-Supervised Contrastive Learning for Speaker
Verification Across Languages", IEEE
Workshop on Deep Learning, Hong Kong, April
2023.
- "Advanced
Pooling Methods for Robust Speaker Verification",
The Symposium on Speaker Recognition Research and
Application (SRRW2022), Xinjiang, Nov. 2022. Video
- "Spoken
Language Biomarkers for Dementia Detection", International
Convention on Rehabilitation Engineering and
Assistive Technology (i-CREATe 2022), Hong Kong,
Aug. 2022.
- "Deep
Learning for Speaker Recognition", IEEE
Workshop on Deep Learning, Hong Kong, March.
2021. Video
Presentation
- "Towards
Domain-Invariant Speaker Embedding", Personalized
Voice Trigger Challenge 2020, a satellite
event of the 12th International Symposium on Chinese
Language Processing (ISCSLP 2021), Jan. 2021.
- "Robust
Speaker Verification: From Speaker Embeddings To
End-To-End Models", Speech and Audio Signal
Processing Workshop, Moscow Huawei Research
Center, Moscow, 2 Nov 2020.
- "PolyU's
Faculty of Engineering and Career in EIE", United
Christian College (Kowloon East), 6 July 2020.
- "Domain-Invariant
Speaker Embedding for Robust Speaker Recognition",
Huawei Media Engineering Department, China, 9
April 2020. Video
Presentation Part 1 Video
Presentation Part 2
- "Deep
Learning and Its Applications to Speaker
Verification and ECG Classification", Northeastern
University, China, 6 June 2019.
- "Deep
Learning and Deep Neural Networks", Northeastern
University, China, 5 June 2019.
- "Factor
Analysis and I-Vectors", Northeastern
University, China, 4 June 2019.
- "Deep
Learning and Its Applications in Machine Perception",
The Institution of Engineering and Technology, ICT
Conference 2019, Hong Kong, 11 Apr 2019
- "Representation
Learning for ECG and Speaker Recognition", Technological
Educational
Institute of
Thessaloniki, Greece, 18 Dec 2018.
- "Deep
Learning for Speech and ECG Classification", SYSU
- AI/Big Data/Engineering in Medical Applications, Sun
Yat Sen University, China, 22 June 2018.
- "Deep
Learning: Concepts, Tools, and Applications", IEEE
Hong Kong Section, Robotics and Automation/Control
Systems Joint Chapter, The Hong Kong Polytechnic
University, 16 March 2018.
- "How
and Why AI will Revolutionize our Everyday Life",
District-based STEM Lecture, Caritas Fanling
Chan Chun Ha Secondary School, 9 Feb. 2018.
- "Machine
Learning for Speaker Recognition and Bioinformatics",
UTS/PolyU Workshop, The Hong Kong Polytechnic
University, 24 Oct. 2017
- "Deep
Learning and Its Applications", AI Lecture,
IEEE China YP/WIE/SB Congress, Shenzhen
University, 5 Aug. 2017.
- "Deep
Learning: Theories, Applications and Tools", Workshop,
Dept. of EIE, The Hong Kong Polytechnic University,
Hong Kong, 28 June 2017.
-
"Machine
Learning for Speaker Recognition", Tutorial,
Interspeech'16, San Fancisco, 8 Sept.
2016.
-
"Speaker
Verification under the Big Data Environment",
Invitation to Innovative Technology Series, Hong
Kong Science and Technology Parks, Hong Kong,
Jan. 2016. Video: Part 1 Part 2
-
"SNR-Aware
PLDA Modeling for Robust Speaker Verification",
SYSU-CMU-Joint Research Institute, China,
Dec. 2015
-
"Machine
Learning and Deep Learning for Pattern Recognition",
Workshop on Advanced Materials and Technologies,
The Hong Kong Polytechnic University, Dec. 2015
-
“PLDA
and Mixture of PLDA for Robust Speaker
Verification,” National Chiao Tung University,
Taiwan, July 2014. “Utterance Partitioning for
GMM-SVM Speaker Verification,” JAIST, Japan, Nov
2011.
-
“Utterance Partitioning for GMM-SVM Speaker
Verification,” Tokyo Institute of Technology, Japan,
Dec 2011. "Machine Learning for Computational
Biology", National Chung Hsing University, Taiwan,
Jan 2008.
-
"Supervised Feature Selection for Genomic
Applications", Feng Chia University, Taiwan, Jan
2008.
Conference Organization and
Others Activities
- Member, APAS Advisory Commitee, 2023-2025
- Member, Program Committee, APSIPA 2023
- Member, Program Committee, Odyssey 2022
- Member of Assessment Panel, Innovation and
Technology Fund (ITF) - Enterprise Support Scheme (ESS),
2021 – 2022.
- Member, Technical Program Committee, IEEE
ASRU 2021
- Member, Technical Program Committee,
Thirty-Fifth AAAI Conference on Artificial Intelligence
2021
- Admission Panel of the Technology Business
Incubation, Hong Kong Science and Technology Parks
Corporation (HKSTP), 2019 - 2021
- Tutorial Co-Chair, Interspeech 2020
- Member, Scientific Committee, Odyssey 2020
- Member, Technical Program Committee, IEEE
AI for Industries (ai4i 2020)
- Technical Program Co-Chair, ISCSLP'2020
- Member, Technical Program Committee, IEEE
ASRU 2019
- Member, Technical Program Committee,
Interspeech 2019
- Member, Technical Program Committee, IEEE
International Conference on Tools with Artificial
Intelligence 2019 (ICTAI 2019)
- Technical Program Co-Chair, ISCSLP'18
- Member, Technical Program Committee,
APSIPA ASC 2018
- Member, Technical Program Committee, IEEE
Workshop on Machine Learning for Signal Processing 2018
(IEEE MLSP 2018)
- Member, Technical Program Committee, IEEE
International Conference on Tools with Artificial
Intelligence 2018 (ICTAI 2018)
- Member, Technical Program Committee,
Interspeech'2018
- Member, Technical Program Committee, IEEE
International Conference on Tools with Artificial
Intelligence 2017 (ICTAI 2017)
- Area Chair, IEEE International Conference
on Tools with Artificial Intelligence 2016 (ICTAI 2016)
- Member, Technical Program Committee,
ISCSLP’2016
- Publicity Co-Chair, ISCSLP'16
- Registration Co-Chair, APSIPA'15
- Member of Steering Committee (2015-2018),
ISCSLP
- Member, Technical Program Committee, IEEE
BIBM'2014
- Member, Technical Program Committee,
ISCSLP’2014
- Area Chair, Interspeech 2014.
- Judge, iCity My Dream App
Competition 2013.
- Member, Technical Program Committee, IEEE
International Conference on Signal Processing,
Communications and Computing (ICSPCC 2013)
- Judge, Student Conference 2013 on the
sub-theme “Innovations in Information Technology” for
Gifted Students, Hong Kong Academy for Gifted Education.
- Vice Chair, International Symposium on
Chinese Spoken Language Processing (ISCSLP’12), 2012
- Member, Technical Program Committee,
ISCSLP’2012
- Technical Program Committee Member, ICMLC
2012.
- Technical Program Committee Member, 2012
IEEE International Conference on Signal Processing,
Communications and Computing (ICSPCC2012)
- Technical Program Committee Member, IEEE
Conference on Teaching, Assessment and Learning for
Engineering, 2012 (TALE'2012)
- Technical Program Committee Member, COLING
2012 International Conference on Computational
Linguistics
- Technical Program Committee Member, Fifth
International Workshop on Intelligent Informatics in
Biology and Medicine (IIBM 2012).
- Technical Program Committee Member, ICMLC
2011.
- Technical Program Committee Member,
APSIPA'11.
- Technical Program Committee Member, IEEE
MLSP'11.
- The 4th International Congress on Image
and Signal Processing and the 4th International
Conference on BioMedical Engineering and Informatics,
2011
- Fourth International Workshop on
Intelligent Informatics in Biology and Medicine (IIBM
2011)
- Technical Program Committee Member,
ISCSLP'10
- Technical Program Committee Member, IEEE
MLSP'10.
- Technical Program Committee Member,
APSIPA'10.
- Technical Program Committee Member, ICMLC
2010.
- Technical Program Committee Member,
APSIPA'09.
- Technical Program Committee Member, ICMLC
2009.
- Technical Program Committee Member,
MLSP'09.
- Technical Committee Member, IEEE
Computation Intelligence Society, Intelligent Systems
Applications, 2008-present.
- Technical Program Committee Member,
ISCSLP'08
- Technical Program Committee Member, IEEE
MLSP'08.
- Technical Program Committee Member, ICMLC
2008
- Technical Committee Member, Machine
Learning for Signal Processing, IEEE Signal Processing
Society, 2005-2007.
- Technical Program Committee Member, 2007
Int. Sym. on Intelligent Signal Processing (ISPACS'2007)
- Track Co-Chair, Pacific Conference on
Multimedia (PCM'07)
- Technical Program Committee Member, IEEE
7th International Symposium on Bioinformatics &
Bioengineering (IEEE BIBE 2007)
- Technical Program Member, 2007 IEEE
Workshop on Machine Learning for Signal Processing
- Technical Program Committee Member, ICMLC
2007
- Technical Program Committee Member, 2007
IEEE Symposium on Computational Intelligence for Image
and Signal Processing
- Technical Program Committee Member,
ISCSLP'2006.
- Technical Program Committee Member,
TENCON'2006.
- Technical Program Member, 2005 IEEE
Workshop on Machine Learning for Signal Processing
- Technical Program Member, 2006 IEEE
Workshop on Machine Learning for Signal Processing
- Technical Program Member, ICONIP’06
- Technical Program Member, ICONIP’04
- Organizer and Speaker, Workshop on
Microarray Bioinformatics, 2005.
- Chairman, Bioinformatics Workshop (in
ICONIP'06), 2006.
- Organizing Committee Chair, ICONIP’06
- Chairman, IEEE Hong Kong Section Computer
Chapter, 2004.
- Treasurer, IEEE Hong Kong Section Computer
Chapter, since 2002.
- Secretary, IEEE Hong Kong Section Computer
Chapter, since 1998.
- Executive Committee member, IEEE Hong Kong
Section Computer Chapter, since 1995.
- Registration Chair, Int. Symposium on
Chinese Spoken Language Processing, 2004.
- Local Arrangement Chair, Int. Symposium on
Intelligent Multimedia, Video and Speech Processing,
2004.
- Member of Program Committee, Int. Conf. on
Neural Information Processing (ICONIP), 2004.
- External Examiner for the Master of
Engineering in Telecommunications, Multimedia
University, Malaysia, 2004.
- Registration Chair, Int. Symposium on
Intelligent Multimedia, Video and Speech Processing,
2001
- Secretary, Joint 1997 Asia Pacific
Software Engineering Conference and International
Computer Science Conference, December 1997.
- Chairman, Colloquium on Software
Engineering Practice, 5 December 1997, Hong Kong.
- Secretary, International Computer Science
Congress 1999.
- Reviewer of
- Journal of Bioinformatics and
Computational Biology
- HKSAR CERG Proposals
- IEEE Trans. on Neural Networks
- Neural Processing Letters
- Journal of Advanced Computational
Intelligence
- Neural Computing and Applications
- IEEE Signal Processing Letters
- Journal of Applied Signal Processing
- IEEE Trans. on SMC
- Neurocomputing
- Neural Processing Systems
- IEEE Transactions on Circuit and Systems
- IEEE Transactions on Speech and Audio
Processing
- Information Fusion
- Speech Communication
- Soft Computing
- International Journal of Computational
Intelligence Research
- ETRI Journal
- Pattern Analysis & Applications
Journal
- International Journal of Systems Science
- IET Signal Processing
- Journal of Far East Journal of
Experimental and Theoretical Artificial Intelligence
- IEEE Trans. on Knowledge and Data
Engineering
- IEEE Trans. on Audio, Speech and
Language Processing
- Information Science
- Computer Vision and Image Understanding
- Pattern Recognition Letters
- Connection Science
- International Journal of Data Mining in
Bioinformatics
- Protein & Peptide Letters
- Computer Speech and Language
- ACM Transactions on Intelligent Systems
and Technology
- BBA - Proteins and Proteomics
- Journal of Bioinformatics and
Computational Biology
- IEEE Trans. on Multimedia
- Analytical Biochemistry
- BMC Bioinformatics
- IEEE Trans. on Nanobioscience
- PLoS ONE
- Computers in Biology and Medicine
- Molecular BioSystems
- IEEE Transactions on Cybernetics, 2016
- Scientific Reports, 2016
- Integrative Biology, 2017
- Briefings in Bioinformatics, 2017, 2019
- Computational Intelligence and
Neuroscience, 2017
- Biochimie, 2017
- Bioengineered, 2017
- APSIPA Transactions on Signal and
Information Processing, 2018
- Bioinformatics, 2018
- Journal of Machine Learning Research,
2018
- IEEE Access, 2018, 2019
- Journal of Acoustical Society of
America, 2019
- IEEE Journal of Biomedical and Health
Informatics, since 2016
- Expert Systems, 2019
- Applied Sciences, 2019
- Artificial Intelligence in Medicine,
2020
- IEEE Open Journal of Circuits and
Systems, 2020
- Knowledge-Based Systems, 2020, 2021
- IEEE Transactions on Circuits and
Systems II: Express Briefs, 2020
- IEEE Transactions on Neural Networks and
Learning Systems, since 2020
- IEEE Open Journal of Engineering in
Medicine and Biology, 2020
- Engineering Applications of Artificial
Intelligence, 2021
- IEEE Transactions on Artificial
Intelligence, 2021
- IEEE Transactions on Instrumentation and
Measurement, 2022
- Pattern Recognition, 2016-2022
- IEEE Transactions on Biomedical
Engineering, 2022
- Transactions on Pattern Analysis and
Machine Intelligence, 2022
- IEEE Transactions on Signal Processing,
2022
- Computer Methods in Biomechanics and
Biomedical Engineering, 2022
- IEEE Transactions on Image Processing,
2023
- Guest Editor of
- International Journal of Machine
Learning and Cybernetics, 2015
- Journal of Signal Processing Systems,
2015
- Journal of VLSI Signal Processing, 2008
- International Journal of Computational
Intelligence Research, 2007
- Associate Editor of
- IEEE Trans. on Speech and Language
Processing
- Journal of Signal Processing Systems
- Advances in Artificial Neural Systems
- IEEE Biometrics Compendium
- External Examiner of
- PhD Thesis, CUHK (Dept. of Systems
Engineering & Engineering Management), Hong Kong,
2022
- PhD Thesis, CityU (Dept. of Electronic
Engineering), Hong Kong, 2020
- PhD Thesis, School of Electrical &
Electronic Engineering, Nanyang Technological
University, Singapore, 2020
- PhD Thesis, CUHK (Dept. of Systems
Engineering & Engineering Management), Hong Kong,
2019
- PhD Thesis, University of Eastern
Finland, Finland, 2018
- PhD Thesis, CityU (Dept. of Electronic
Engineering), Hong Kong, 2017
- MPhil Thesis, HKU (Dept. of Electrical
and Electronic Engineering), Hong Kong, 2016
- PhD Thesis, CUHK (Dept. of Systems
Engineering & Engineering Management), Hong Kong,
2016
- PhD Thesis, CUHK (Dept. of Systems
Engineering & Engineering Management), Hong Kong,
2016
- PhD Thesis, CityU (Dept. of Electronic
Engineering), Hong Kong, 2016
- PhD Thesis, CityU (Dept. of Electronic
Engineering), Hong Kong, 2015
- Master Theses, National Jiaotong
University, Taiwan, 2014
- PhD Thesis, CityU (Dept. of Electronic
Engineering), Hong Kong, 2013
- PhD Thesis, CityU (Dept. of Computer
Science), Hong Kong, 2012
- PhD Thesis, CityU (Dept. of Electronic
Engineering.), Hong Kong, 2012
- PhD Thesis, HKU (Dept. of Electrical and
Electronic Engineering), Hong Kong, 2012
- PhD Thesis, CUHK, Hong Kong, 2011
- MPhil Thesis, CityU, Hong Kong, July,
2011
- MPhil Thesis, HKU, Hong Kong, Nov. 2011
- MPhil Thesis, HKU, Hong Kong, 2010
- MPhil Thesis, CUHK, Hong Kong
- Master Thesis, Multimedia University,
Malaysia
M.W. Mak's Homepage
http://www.eie.polyu.edu.hk/~mwmak/mypage.htm
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