Featured Work

  • Jingdong Chen
  • •  J. Chen, J. Benesty, Y. Huang, and S. Doclo, " New insights into the noise reduction Wiener filter," IEEE Transactions on Audio, Speech, and Language Processing, vol. 14, pp. 1218-1234, Jul. 2006. **IEEE Signal Processing Society 2008 Best Paper Award**
  • •  C. Pan, J. Chen, and J. Benesty, " Theoretical analysis of differential microphone array beamforming and an improved solution," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 23, pp. 2093-2105, Nov. 2015. **IEEE Region 10 (Asia-Pacific) 2016 Distinguished Student Paper Award (First Prize)**
  • •  J. Chen, J. Benesty, and C. Pan, " On the design and implementation of linear differential microphone arrays," Journal of the Acoustical Society of America, vol. 136, pp. 3097-3113, Dec. 2014.
  • •  G. Huang, J. Chen, and J. Benesty, " Insights into frequency-invariant beamforming with concentric circular microphone arrays," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 26, pp. 2305–2318, Aug. 2018.
  • •  J. Benesty, Y. Huang, J. Chen, " A fast recursive algorithm for optimum sequential signal detection in a BLAST system," IEEE Transactions on Signal Processing, vol. 51, pp. 1722-1730, Jun. 2003.
  • Susanto Rahardja
  • •  F. Pan, X. Lin, S. Rahardja, K. P. Lim, Z. G. Li, D. Wu, S. Wu, " Fast mode decision algorithm for intraprediction in H.264/AVC video coding," IEEE Transactions on Circuits and Systems for Video Technologys, vol. 15, pp. 813-822, Jul. 2005.
  • •  D. Wu, F. Pan, K. P. Lim, S. Wu, Z. G. Li, X. Lin, S. Rahardja, C. C. Ko, " Fast intermode decision in H.264/AVC video coding," IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, pp. 953-958, Jun. 2005.
  • •  S. Rahardja, W. Ser, Z. Lin, " UCHT-based complex sequences for asynchronous CDMA system," IEEE Transactions on Communications, vol. 51, pp. 618-626, Apr. 2003.
  • •  S. Rahardja, B. J. Falkowski, " Fast linearly independent arithmetic expansions," IEEE Transactions on Computers, vol. 48, pp. 991 - 999, Sep. 1999.
  • •  S. Rahardja, B. J. Falkowski, " Family of unified complex Hadamard transforms," IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, vol. 46, pp. 1094 - 1100, Aug. 1999.
  • Jie Chen
  • •  M. Zhao, J. Chen, Z. He, " A laboratory-created dataset with ground-truth for hyperspectral unmixing evaluation," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 12, pp. 2170-2183, Apr. 2019.
  • •  J. Chen, C. Richard, A. H. Sayed, " Multitask diffusion adaptation over networks with common latent representations," IEEE Journal of Selected Topics in Signal Processing, vol. 11, pp. 563-579, Apr. 2017.
  • •  J. Chen, C. Richard, A. H. Sayed, " Diffusion LMS over multitask networks," IEEE Transactions on Signal Processing, vol. 63, pp. 2733-2748, Jun. 2015.
  • •  J. Chen, C. Richard, A. H. Sayed, " Multitask diffusion adaptation over networks," IEEE Transactions on Signal Processing, vol. 62, pp. 4129-4144, Aug. 2014.
  • •  J. Chen, C. Richard and P. Honeine, " Nonlinear unmixing of hyperspectral data based on a linear-mixture/nonlinear-fluctuation mode," IEEE Transactions on Signal Processing, vol. 61, pp. 480-492, Jan. 2013.
  • Wen Zhang
  • •  T. Betlehem, W. Zhang, M. A. Poletti, T. D. Abhayapala, " Personal Sound Zones: Delivering interface-free audio to multiple listeners," IEEE Signal Processing Magazine, vol. 32, pp. 81 - 91, Feb. 2015.
  • •  P. N. Samarasinghe, W. Zhang, T. D. Abhayapala, " Recent Advances in Active Noise Control Inside Automobile Cabins: Toward quieter cars," IEEE Signal Processing Magazine, vol. 33, pp. 61 - 73, Nov. 2016.
  • •  W. Zhang, T. D. Abhayapala, T. Betlehem, F. M. Fazi, " Analysis and Control of Multi-zone Sound Field Reproduction Using Modal-domain Approach," Journal of the Acoustical Society of America, vol. 140 pp. 2132-2144, Sep. 2016.
  • •  W. Zhang, M. Zhang, R. A. Kennedy, T. D. Abhayapala, " On High-Resolution Head-Related Transfer Function Measurements: An Efficient Sampling Scheme," Journal of the Acoustical Society of America, vol. 20, pp. 575 - 584, Feb. 2012.
  • •  W. Zhang, T. D. Abhayapala, R. A. Kennedy, " Insights into head-related transfer function: Spatial dimensionality and continuous representation," Journal of the Acoustical Society of America, vol. 127, pp. 2347-2357, Feb. 2010.
  • Xiaolei Zhang
  • •  X. Zhang, " Multilayer bootstrap networks," Neural Networks, vol. 103, pp. 29-43, Jul. 2018.
  • •  X. Zhang and D. Wang, " A deep ensemble learning method for monaural speech separation," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 24, pp. 967-977, Mar. 2016.
  • •  X. Zhang and D. Wang, " Boosting contextual information for deep neural network based voice activity detection," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 24, pages 252-264, Dec. 2015.
  • •  N. Zheng, X. Zhang, " Phase-Aware Speech Enhancement Based on Deep Neural Networks," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 27, pp. 63-76, Sep. 2018.
  • •  X. Zhang, " Convex Discriminative Multitask Clustering," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, pp. 28-40, Jan. 2015.
  • Yan Yang
  • •  J. He, W. Choi, Y. Yang, J. Lu, X. Wu, K. Peng, " Detection of Driver Drowsiness Using Wearable Devices: A Feasibility Study of the Proximity Sensor," Applied Ergonomics, vol. 65, pp. 473-480, Apr. 2017.
  • •  L. L. C. Kasun, Y. Yang, G. Huang, Z. Zhang, " Dimension Reduction With Extreme Learning Machine," IEEE Transactions on Image Processing, vol. 25, pp. 3906 - 3918, Aug. 2016.
  • •  B. Oh, L. Sun, C. Ahn, Y. K. Yeo, Y. Yang, L. Nan, " Extreme learning machine based mutual information estimation with application to time-series change-points detection," Neuroncomputing, vol. 261, pages 204-216, Oct. 2017.
  • •  Y. Ba, W. Zhang, B. Reimer, Y. Yang, G. Salvendy, " The effect of communicational signal on drivers’ subjective appraisal and visual attention during interactive driving scenarios," Behaviour & Information Technology, vol. 34, pp. 1107-1118, Jun. 2018.
  • •  Y. Yang, M. Mcdonald, P. Zheng, " Can drivers' eye movements be used to monitor their performance? a case study," IET Intelligent Transport Systems, vol. 6, pp. 444-452, Dec. 2012.
  • Lijun Zhang
  • •  K. Zhang, L. Zhang, S. Mou, " An Application of Invertibility of Boolean Control Networks to the Control of the Mammalian Cell Cycle," IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 14, pp. 225-229, Jan. 2017.
  • •  K. Zhang, L. Zhang, " Observability of Boolean Control Networks: A Unified Approach Based on Finite Automata," IEEE Transactions on Automatic Control, vol. 61, pp. 2733 - 2738, sep. 2016.
  • •  K. Zhang, L. Zhang, L. Xie, " Finite automata approach to observability of switched Boolean control networks," Nonlinear Analysis: Hybrid Systems, vol. 19, pp. 186–197, Feb. 2016.
  • •  K. Zhang, L. Zhang, " Controllability of probabilistic Boolean control networks with time-variant delays in states," Science in China Series F: Information Sciences, vol. 59, pp. 092204:1–092204:10, sep. 2016.
  • •  K. Zhang, L. Zhang, L. Xie, " Invertibility and nonsingularity of Boolean control networks," Automatica, vol. 60, pp. 155–164, Oct. 2015.
  • Israel Cohen
  • •  E. A. P. Habets, S. Gannot and I. Cohen, " Late Reverberant Spectral Variance Estimation Based on a Statistical Model," IEEE Signal Processing Letters, vol. 16, pp. 770-773, Sep. 2009. **IEEE SPS Signal Processing Letters 2014 Best Paper Award**
  • •  I. Cohen, " Noise Spectrum Estimation in Adverse Environments: Improved Minima Controlled Recursive Averaging," IEEE Transactions on Speech and Audio Processing, vol. 11, pp. 466-475, Sep. 2003.
  • •  I. Cohen, B. Berdugo, " Noise Estimation by Minima Controlled Recursive Averaging for Robust Speech Enhancement," IEEE Signal Processing Letters, vol. 9, pp. 12-15, Jan. 2002.
  • •  I. Cohen, " Optimal Speech Enhancement Under Signal Presence Uncertainty Using Log-Spectral Amplitude Estimator," IEEE Signal Processing Letters, vol. 9, pp. 113-116, Apr. 2002.
  • •  I. Cohen, J. Benesty, and J. Chen, " Differential Kronecker Product Beamforming," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 27, pp. 892-902, May. 2019.
  • Jacob Benesty
  • •  J. Benesty, D. R. Morgan, M. M. Sondhi, " A Better Understanding and an Improved Solution to the Specific Problems of Stereophonic Acoustic Echo Cancellation," IEEE Transactions on Speech and Audio Processing, vol. 6, pp. 156-165, Mar. 1998. **IEEE Signal Processing Society 2001 Best Paper Award**
  • •  J. Chen, J. Benesty, Y. Huang, and S. Doclo, " New insights into the noise reduction Wiener filter," IEEE Transactions on Audio, Speech, and Language Processing, vol. 14, pp. 1218-1234, Jul. 2006. **IEEE Signal Processing Society 2008 Best Paper Award**
  • •  J. Benesty, S. L. Gay, " An Improved PNLMS Algorithm," 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 2, pp. 1881-1884, May. 2002.
  • •  J. Benesty, H. Rey, L.R. Vega, S. Tressens, " A Nonparametric VSS NLMS Algorithm," IEEE Signal Processing Letters, vol. 13, pp. 581-584, Sep. 2006.
  • •  G. Huang, J. Benesty, J. Chen, " On the Design of Frequency-Invariant Beampatterns With Uniform Circular Microphone Arrays," IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 25, pp. 1140-1153, May. 2017.