Projekter pr. år
Personlig profil
Forskningsprofil
He is a Professor of Machine Learning and Speech Processing, a Co-Head of the Centre for Acoustic Signal Processing Research (CASPR), and Machine Learning Research Group Leader in the Department of Electronic Systems at Aalborg University, Denmark. He is a Co-Lead of Pioneer Centre for Artificial Intelligence, Denmark.
He was a Visiting Scientist/Professor at the Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts Institute of Technology (MIT), Cambridge, USA (in 2022, 2017 and 2012), an Associate Professor in the Department of Electronic Engineering at Shanghai Jiao Tong University, China, and a postdoctoral fellow at AI Spoken Language Lab, in the Department of Computer Science at KAIST, Korea.
He received the B.S. and M.S. degrees in electrical engineering from Hunan University, China, in 1990 and 1996, respectively, and the Ph.D. degree in electronic engineering from Shanghai Jiao Tong University, China, in 1999.
His research interests include machine learning, deep learning, pattern recognition, speech and speaker recognition, noise-robust speech processing, multimodal signal processing, and social robotics. He has over 200 referred journal and conference publications. His works have been recognized by the prestigious IEEE Signal Processing Society 2022 Best Paper Award and International Speech Communication Association (ISCA) 2022 Best Research Paper Award.
He has served as an Editorial Board Member/Associate Editor for several journals including IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING, Computer Speech and Language, and Digital Signal Processing. He is an Associate Editor for IEEE Journal of STSP Inaugural Special Series on AI in Signal & Data Science – Toward Explainable, Reliable, and Sustainable Machine Learning. He was a Lead Guest Editor of the IEEE Journal of STSP and a Guest Editor of several journals including Neurocomputing.
He was the elected Chair of the IEEE Machine Learning for Signal Processing Technical Committee (MLSP TC), is a Member of IEEE MLSP TC from 2018-2023 and will be a Member of IEEE Speech and Language Processing TC from 2024-2026. He is a member of the IEEE SPS Conferences Board and was a member of the IEEE SPS Technical Directions Board.
He is a TPC Vice-Chair for ICASSP 2024, Seoul, Korea, and a Publicity Co-Chair of the Inaugural IEEE Conference on Artificial Intelligence (CAI), Santa Clara, California. He was the General Chair of IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP 2018), Aalborg, Denmark, and was a Program Co-Chair for IEEE Workshop on Spoken Language Technology (SLT 2016), San Diego, California, USA. He has served as a Chair, Program Co-chair, Area and Session Chair, and Tutorial Speaker of many international conferences. He is a Senior Member of the IEEE.
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- 1 Lignende profiler
Samarbejde i de sidste fem år
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Self-supervised learning for decoding audio signals
Yadav, S., Tan, Z., Theodoridis, S. & Hansen, L. K.
01/10/2022 → 30/09/2025
Projekter: Projekt › Ph.d.-projekt
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Pioneer Centre for AI
Tan, Z., Moeslund, T. B. & Larsen, T.
01/07/2021 → …
Projekter: Projekt › Forskning
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Adaptive Multi- microphone Enhancement for Wireless Speech Communications
Fuglsig, A. J., Tan, Z. & Østergaard, J.
01/01/2020 → …
Projekter: Projekt › Forskning
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CASPR: Centre for Acoustic Signal Processing Research
Østergaard, J., Tan, Z. & Jensen, J.
01/11/2016 → …
Projekter: Projekt › Forskning
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Digital technologies for Industry 4.0
Berardinelli, G., Nyman, U., Schjørring, A., Schiøler, H., Tan, Z., Popovski, P., Kristjansen, M., Klicius, N., Xie, Y., Chiariotti, F. & Kalør, A. E.
Projekter: Projekt › Forskning
Publikationer
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PAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs
Eringis, D., Leth, J-J., Tan, Z-H., Wisniewski, R. & Petreczky, M., 25 mar. 2024, Proceedings of the AAAI Conference on Artificial Intelligence. Wooldridge, M., Dy, J. & Natarajan, S. (red.). 11 udg. AAAI Press, Bind 38. s. 11901-11909 9 s.Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
Åben adgangFil22 Downloads (Pure) -
Self-supervised Pretraining for Robust Personalized Voice Activity Detection in Adverse Conditions
Bovbjerg, H. S., Jensen, J., Østergaard, J. & Tan, Z-H., 14 apr. 2024, (Accepteret/In press) I: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing. 5 s.Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review
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Utilization of acoustic signals with generative Gaussian and autoencoder modeling for condition-based maintenance of injection moulds
Rønsch, G. Ø., Espejo, I. L., Michelsanti, D., Xie, Y., Popovski, P. & Tan, Z-H., 2024, I: International Journal of Computer Integrated Manufacturing. 37, 4, s. 438-453 16 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
1 Citationer (Scopus) -
A Dual-Polarized Reconfigurable Reflectarray with A Thin Liquid Crystal Layer and 2D Beam Scanning
Aghabeyki, P., Cai, Y., Deng, G., Tan, Z-H. & Zhang, S., 1 apr. 2023, I: I E E E Transactions on Antennas and Propagation. 71, 4, s. 3282-3293 12 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil11 Citationer (Scopus)381 Downloads (Pure) -
Explicit construction of the minimum error variance estimator for stochastic LTI-ss systems
Eringis, D., Leth, J., Tan, Z. H., Wisniewski, R. & Petreczky, M., jul. 2023, I: Automatica. 153, 111018.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil16 Downloads (Pure)
Forskningsdatasæt
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Contextual TV dataset
Kristoffersen, M. S. (Ophavsperson), Shepstone, S. E. (Ophavsperson) & Tan, Z. (Ophavsperson), VBN, 23 dec. 2020
DOI: 10.5278/28080cdd-6549-4cd6-8b46-e4d48c577937
Datasæt
Fil
Aktiviteter
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IEEE Signal Processing Society Conferences Board (Ekstern organisation)
Zheng-Hua Tan (Medlem)
1 jan. 2022 → 31 dec. 2024Aktivitet: Medlemskab › Medlemskab af udvalg, kommission, råd, nævn, forening, organisation eller lignende
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IEEE SPS Machine Learning for Signal Processing Technical Committee (Ekstern organisation)
Zheng-Hua Tan (Forperson)
1 jan. 2021 → 31 dec. 2022Aktivitet: Medlemskab › Medlemskab af udvalg, kommission, råd, nævn, forening, organisation eller lignende
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IEEE Signal Processing Society Technical Directions Board (Ekstern organisation)
Zheng-Hua Tan (Medlem)
1 jan. 2021 → 31 dec. 2022Aktivitet: Medlemskab › Medlemskab af udvalg, kommission, råd, nævn, forening, organisation eller lignende
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IEEE SPS Machine Learning for Signal Processing Technical Committee (Ekstern organisation)
Zheng-Hua Tan (Næstforperson)
1 jan. 2020 → 31 dec. 2020Aktivitet: Medlemskab › Medlemskab af udvalg, kommission, råd, nævn, forening, organisation eller lignende
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IEEE/ACM Transactions on Audio, Speech, and Language Processing (Tidsskrift)
Zheng-Hua Tan (Redaktør)
2019 → …Aktivitet: Redaktionelt arbejde og fagfællebedømmelse › Redaktør af tidsskrift › Forskning
Presse/medier
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Kunstig intelligens giver indsigt i forholdet mellem tale og mimik: DTU træner AI til at skelne talere på deres ansigtsbevægelser
15/04/2022
1 element af Mediedækning
Presse/medie
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DTU træner AI til at skelne talere på deres ansigtsbevægelser
08/04/2022
1 element af Mediedækning
Presse/medie
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Nu kan kunstig intelligens forudsige klimaforandringer og levere bedre vindenergi
Zheng-Hua Tan & Jakob Stoustrup
12/04/2019
1 element af Mediedækning
Presse/medie
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Kunstige neurale netværk skal gøre livet lettere for høreapparatbrugere
Morten Kolbæk, Jesper Jensen & Zheng-Hua Tan
04/01/2019 → 07/01/2019
17 elementer af Mediedækning, 1 Mediebidrag
Presse/medie