dr. Jie Zhang
Signal Processing Systems (SPS), Department of Microelectronics
PhD thesis (Jan 2020): Energy-aware noise reduction for wireless acoustic sensor networks
Promotor: Richard Hendriks, Richard Heusdens
Expertise: audio signal processing, localization
Themes: Audio and acoustic signal processingBiography
Jie Zhang was a PhD candidate at CAS from Nov. 2015 until Jan. 2020, working on an audio localization project. He has an MSc degree of Peking University, P.R. China. The title of the MSc thesis is "Sound source localization and enhancement based on time-delay compensation and interaural matching filter".
His research interests are about speech localization, enhancement, noise reduction in a wireless acoustic sensor network (WASN), etc.
Projects history
Signal processing over wireless acoustic sensor networks
Microphone subset selection for WASNs
General signal processing
rate-distributed relative acoustic transfer function estimationSoftware, Oct 2019 |
Multi-Microphone
Distributed Rate-Constrained LCMV BeamformingSoftware, Oct 2019 |
rate-distributed relative acoustic transfer function estimationSoftware, Oct 2019 |
Rate-Distributed Spatial Filtering Based Noise Reduction in Wireless Acoustic Sensor NetworksSoftware, Jun 2018 |
Microphone Subset Selection for MVDR Beamformer Based Noise ReductionSoftware, Jan 2018 |
Speech intelligibility enhancement
Distributed Rate-Constrained LCMV BeamformingSoftware, Oct 2019 |
Sensor Selection
Rate-Distributed Spatial Filtering Based Noise Reduction in Wireless Acoustic Sensor NetworksSoftware, Jun 2018 |
Microphone Subset Selection for MVDR Beamformer Based Noise ReductionSoftware, Jan 2018 |
Distributed processing
Distributed Rate-Constrained LCMV BeamformingSoftware, Oct 2019 |
rate-distributed relative acoustic transfer function estimationSoftware, Oct 2019 |
- A Study on Reference Microphone Selection for Multi-Microphone Speech Enhancement
Jie Zhang; Huawei Chen; Li-Rong Dai; Richard C. Hendriks;
IEEE Trans. Audio, Speech and Language Processing,
Volume 29, pp. 671 - 683, Nov. 2020. DOI: 10.1109/TASLP.2020.3039930
document - ENERGY-AWARE NOISE REDUCTION FOR WIRELESS ACOUSTIC SENSOR NETWORKS
Jie Zhang;
PhD thesis, Delft University of Technology, January 2020. ISBN 978-94-6366-239-0.
document - Distributed Rate-Constrained LCMV Beamforming
Jie Zhang; Andreas Koutrouvelis; Richard Heusdens; Richard C. Hendriks;
IEEE Signal Processing Letters,
Volume 26, Issue 5, pp. 675-697, May 2019. DOI: 10.1109/LSP.2019.2905161
document • software - Relative Acoustic Transfer Function Estimation in Wireless Acoustic Sensor Networks
Jie Zhang; Richard Heusdens; Richard C. Hendriks;
IEEE/ACM Trans. on Audio, Speech and Language Processing,
Volume 27, Issue 10, pp. 1507 - 1519, 2019. DOI: 10.1109/TASLP.2019.2923542
document • software - Sensor Selection and Rate Distribution Based Beamforming in Wireless Acoustic Sensor Networks
Jie Zhang; Richard Heusdens; Richard C. Hendriks;
In 27th European Signal Processing Conference (EUSIPCO 2019),
2019.
document - Rate-Distributed Spatial Filtering Based Noise Reduction in Wireless Acoustic Sensor Networks
Jie Zhang; R. Heusdens; R. C. Hendriks;
IEEE/ACM trans. Audio, Speech and Language Processing,
Volume 26, Issue 11, pp. 2015-2026, November 2018. ISSN: 2329-9290. DOI: 10.1109/TASLP.2018.2851157
document • software - Microphone Subset Selection for MVDR Beamformer Based Noise Reduction
Jie Zhang; S. P. Chepuri; R. C. Hendriks; R. Heusdens;
IEEE/ACM Transactions on Audio, Speech, and Language Processing,
Volume 26, Issue 3, pp. 550-563, March 2018. ISSN: 2329-9290. DOI: 10.1109/TASLP.2017.2786544
document • software - Rate-Distributed Binaural LCMV Beamforming for Assistive Hearing in Wireless Acoustic Sensor Networks
Jie Zhang; Richard Heusdens; Richard Hendriks;
In IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM),
pp. 460-464, July 2018. ISSN: 2151-870X. DOI: 10.1109/SAM.2018.8448449
document - Binaural Sound Localization Based on Reverberation Weighting and Generalized Parametric Mapping
Cheng Pang; Hong Liu; Jie Zhang; Xiaofei Li;
IEEE Tr. Audio, Speech and Language Processing,
2017. DOI: 10.1109/TASLP.2017.2703650
document - Greedy Gossip Algorithm with Synchronous Communication for Wireless Sensor Networks
Jie Zhang; R. C. Hendriks; R. Heusdens;
In The 6th Joint WIC/IEEE Symposium on Information Theory and Signal Processing in the Benelux,
pp. 228-235, 2016.
document - STRUCTURED TOTAL LEAST SQUARES BASED INTERNAL DELAY ESTIMATION FOR DISTRIBUTED MICROPHONE AUTO-LOCALIZATION
Jie Zhang; R. C. Hendriks; R. Heusdens;
In International Workshop on Acoustic Signal Enhancement (IWAENC),
2016.
document - Robust Acoustic Localization Via Time-Delay Compensation and Interaural Matching Filter
Jie Zhang, Hong Liu;
IEEE Transactions on Signal Processing,
Volume 63, Issue 18, pp. 4771-4783, 2015.
BibTeX support
Last updated: 15 Jan 2020
Jie Zhang
Alumnus- Left in 2019
- Now: Asst. Prof., University of Science and Technology, China