Publications

3,668 major publications by members of the MERL staff.


  •  Le Roux, J., Vincent, E., Erdogan, H., "Learning-Based Approaches to Speech Enhancement and Separation," Tech. Rep. TR2016-113, Interspeech Tutorials, September 2016.
    BibTeX TR2016-113 PDF
    • @techreport{LeRoux2016sep,
    • author = {Le Roux, Jonathan and Vincent, Emmanuel and Erdogan, Hakan},
    • title = {Learning-Based Approaches to Speech Enhancement and Separation},
    • booktitle = {Interspeech Tutorials},
    • year = 2016,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2016-113}
    • }
  •  Erdogan, H., Hershey, J.R., Watanabe, S., Mandel, M., Le Roux, J., "Improved MVDR beamforming using single-channel mask prediction networks", Interspeech, DOI: 10.21437/​Interspeech.2016-552, September 2016, pp. 1981-1985.
    BibTeX TR2016-072 PDF
    • @inproceedings{Erdogan2016sep,
    • author = {Erdogan, Hakan and Hershey, John R. and Watanabe, Shinji and Mandel, Michael and Le Roux, Jonathan},
    • title = {Improved MVDR beamforming using single-channel mask prediction networks},
    • booktitle = {Interspeech},
    • year = 2016,
    • pages = {1981--1985},
    • month = sep,
    • doi = {10.21437/Interspeech.2016-552},
    • url = {https://www.merl.com/publications/TR2016-072}
    • }
  •  Hori, C., Hori, T., Watanabe, S., Hershey, J.R., "Context-Sensitive and Role-Dependent Spoken Language Understanding using Bidirectional and Attention LSTMs", Interspeech, DOI: 10.21437/​Interspeech.2016-1171, September 2016, pp. 3236-3240.
    BibTeX TR2016-074 PDF
    • @inproceedings{Hori2016sep,
    • author = {Hori, Chiori and Hori, Takaaki and Watanabe, Shinji and Hershey, John R.},
    • title = {Context-Sensitive and Role-Dependent Spoken Language Understanding using Bidirectional and Attention LSTMs},
    • booktitle = {Interspeech},
    • year = 2016,
    • pages = {3236--3240},
    • month = sep,
    • doi = {10.21437/Interspeech.2016-1171},
    • url = {https://www.merl.com/publications/TR2016-074}
    • }
  •  Isik, Y., Le Roux, J., Chen, Z., Watanabe, S., Hershey, J.R., "Single-Channel Multi-Speaker Separation using Deep Clustering", Interspeech, DOI: 10.21437/​Interspeech.2016-1176, September 2016, pp. 545-549.
    BibTeX TR2016-073 PDF
    • @inproceedings{Isik2016sep,
    • author = {Isik, Yusuf and Le Roux, Jonathan and Chen, Zhuo and Watanabe, Shinji and Hershey, John R.},
    • title = {Single-Channel Multi-Speaker Separation using Deep Clustering},
    • booktitle = {Interspeech},
    • year = 2016,
    • pages = {545--549},
    • month = sep,
    • doi = {10.21437/Interspeech.2016-1176},
    • url = {https://www.merl.com/publications/TR2016-073}
    • }
  •  Zmolikova, K., Karafiat, M., Vesely, K., Delcroix, M., Watanabe, S., Burget, L., Cernocky, J.H., "Data selection by sequence summarizing neural network in mismatch condition training", Interspeech, DOI: 10.21437/​Interspeech.2016-741, September 2016, pp. 2354-2358.
    BibTeX TR2016-075 PDF
    • @inproceedings{Zmolikova2016sep,
    • author = {Zmolikova, Katerina and Karafiat, Martin and Vesely, Karel and Delcroix, Marc and Watanabe, Shinji and Burget, Lukas and Cernocky, Jan, Honza},
    • title = {Data selection by sequence summarizing neural network in mismatch condition training},
    • booktitle = {Interspeech},
    • year = 2016,
    • pages = {2354--2358},
    • month = sep,
    • doi = {10.21437/Interspeech.2016-741},
    • url = {https://www.merl.com/publications/TR2016-075}
    • }
  •  Wei, C., Benosman, M., "Extremum Seeking-based Adaptive Voltage Control of Distribution Systems with High PV Penetration", IEEE PES Innovative Smart Grid Technologies Conference (ISGT), DOI: 10.1109/​ISGT.2016.7781199, September 2016.
    BibTeX TR2016-131 PDF
    • @inproceedings{Wei2016sep,
    • author = {Wei, Chun and Benosman, Mouhacine},
    • title = {Extremum Seeking-based Adaptive Voltage Control of Distribution Systems with High PV Penetration},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference (ISGT)},
    • year = 2016,
    • month = sep,
    • doi = {10.1109/ISGT.2016.7781199},
    • url = {https://www.merl.com/publications/TR2016-131}
    • }
  •  Sun, H., Minot, A., Nikovski, D.N., Hashimoto, H., Takano, T., Takaguchi, Y., "Mitigating Substation Demand Fluctuations Using Decoupled Price Schemes for Demand Response", IEEE PES Innovative Smart Grid Technologies Conference (ISGT), DOI: 10.1109/​ISGT.2016.7781189, September 2016.
    BibTeX TR2016-118 PDF
    • @inproceedings{Sun2016sep,
    • author = {Sun, Hongbo and Minot, Ariana and Nikovski, Daniel N. and Hashimoto, Hiroyuki and Takano, Tomihiro and Takaguchi, Yusuke},
    • title = {Mitigating Substation Demand Fluctuations Using Decoupled Price Schemes for Demand Response},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference (ISGT)},
    • year = 2016,
    • month = sep,
    • doi = {10.1109/ISGT.2016.7781189},
    • url = {https://www.merl.com/publications/TR2016-118}
    • }
  •  Hayashi, T., Watanabe, S., Toda, T., Hori, T., Le Roux, J., Takeda, K., "Bidirectional LSTM-HMM Hybrid System for Polyphonic Sound Event Detection", Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), September 2016, pp. 35-39.
    BibTeX TR2016-114 PDF
    • @inproceedings{Hayashi2016sep,
    • author = {Hayashi, Tomoki and Watanabe, Shinji and Toda, Tomoki and Hori, Takaaki and Le Roux, Jonathan and Takeda, Kazuya},
    • title = {Bidirectional LSTM-HMM Hybrid System for Polyphonic Sound Event Detection},
    • booktitle = {Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)},
    • year = 2016,
    • pages = {35--39},
    • month = sep,
    • url = {https://www.merl.com/publications/TR2016-114}
    • }
  •  Kim, K.J., Yeoh, P.L., Orlik, P.V., Poor, H.V., "Secrecy Performance of Finite-Sized Cooperative Single Carrier Systems with Unreliable Backhaul Connections", IEEE Transactions on Signal Processing, DOI: 10.1109/​TSP.2016.2552508, Vol. 64, No. 17, pp. 4403-4416, September 2016.
    BibTeX TR2016-106 PDF
    • @article{Kim2016sep,
    • author = {Kim, Kyeong Jin and Yeoh, Phee Lep and Orlik, Philip V. and Poor, H. Vincent},
    • title = {Secrecy Performance of Finite-Sized Cooperative Single Carrier Systems with Unreliable Backhaul Connections},
    • journal = {IEEE Transactions on Signal Processing},
    • year = 2016,
    • volume = 64,
    • number = 17,
    • pages = {4403--4416},
    • month = sep,
    • doi = {10.1109/TSP.2016.2552508},
    • issn = {1053-587X},
    • url = {https://www.merl.com/publications/TR2016-106}
    • }
  •  Ma, R., Shao, J., Shinjo, S., Teo, K.H., "Design of Broadband Three-way Sequential Power Amplifiers", IEEE International Symposium on Radio-Frequency Integration Technology (RFIT), DOI: 10.1109/​RFIT.2016.7578196, August 2016.
    BibTeX TR2016-110 PDF
    • @inproceedings{Ma2016aug,
    • author = {Ma, Rui and Shao, Jin and Shinjo, Shintaro and Teo, Koon Hoo},
    • title = {Design of Broadband Three-way Sequential Power Amplifiers},
    • booktitle = {IEEE International Symposium on Radio-Frequency Integration Technology (RFIT)},
    • year = 2016,
    • month = aug,
    • doi = {10.1109/RFIT.2016.7578196},
    • url = {https://www.merl.com/publications/TR2016-110}
    • }
  •  Kamilov, U., "Minimizing Isotropic Total Variation without Subiterations", International Traveling Workshop on Interactions Between Sparse Models and Technology (iTWIST), August 2016.
    BibTeX TR2016-109 PDF
    • @inproceedings{Kamilov2016aug2,
    • author = {Kamilov, Ulugbek},
    • title = {Minimizing Isotropic Total Variation without Subiterations},
    • booktitle = {International Traveling Workshop on Interactions Between Sparse Models and Technology (iTWIST)},
    • year = 2016,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2016-109}
    • }
  •  Kamilov, U., Mansour, H., "Learning MMSE Optimal Thresholds for FISTA", International Traveling Workshop on Interactions Between Sparse Models and Technology (iTWIST), August 2016.
    BibTeX TR2016-111 PDF
    • @inproceedings{Kamilov2016aug,
    • author = {Kamilov, Ulugbek and Mansour, Hassan},
    • title = {Learning MMSE Optimal Thresholds for FISTA},
    • booktitle = {International Traveling Workshop on Interactions Between Sparse Models and Technology (iTWIST)},
    • year = 2016,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2016-111}
    • }
  •  Danielson, C., Di Cairano, S., "Robust Soft-Landing Control with Quantized Input", Symposium on Nonlinear Control Systems, DOI: 10.1016/​j.ifacol.2016.10.136, Vol. 49, No. 18, pp. 35-40, August 2016.
    BibTeX TR2016-108 PDF
    • @article{Danielson2016aug,
    • author = {Danielson, Claus and Di Cairano, Stefano},
    • title = {Robust Soft-Landing Control with Quantized Input},
    • journal = {Symposium on Nonlinear Control Systems},
    • year = 2016,
    • volume = 49,
    • number = 18,
    • pages = {35--40},
    • month = aug,
    • publisher = {Elsevier},
    • doi = {10.1016/j.ifacol.2016.10.136},
    • url = {https://www.merl.com/publications/TR2016-108}
    • }
  •  Laughman, C.R., Qiao, H., Nikovski, D.N., "Kernel Regression for the Approximation of Heat Transfer Coefficients", IIR-Gustav Lorentzen Conference on Natural Working Fluids (GL), August 2016.
    BibTeX TR2016-107 PDF
    • @inproceedings{Laughman2016aug,
    • author = {Laughman, Christopher R. and Qiao, Hongtao and Nikovski, Daniel N.},
    • title = {Kernel Regression for the Approximation of Heat Transfer Coefficients},
    • booktitle = {IIR-Gustav Lorentzen Conference on Natural Working Fluids (GL)},
    • year = 2016,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2016-107}
    • }
  •  Kao, J.-Y., Tian, D., Mansour, H., Vetro, A., Ortega, A., "Moving object segmentation using depth and optical flow in car driving sequences", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP.2016.7532309, August 2016, pp. 11-15.
    BibTeX TR2016-126 PDF
    • @inproceedings{Kao2016aug,
    • author = {Kao, Jiun-Yu and Tian, Dong and Mansour, Hassan and Vetro, Anthony and Ortega, Antonio},
    • title = {Moving object segmentation using depth and optical flow in car driving sequences},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2016,
    • pages = {11--15},
    • month = aug,
    • doi = {10.1109/ICIP.2016.7532309},
    • issn = {2381-8549},
    • isbn = {978-1-4673-9961-6},
    • url = {https://www.merl.com/publications/TR2016-126}
    • }
  •  Tian, D., Sun, H., Vetro, A., "Keypoint trajectory coding on compact descriptor for video analysis", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/​ICIP.2016.7532341, August 2016, pp. 171-175.
    BibTeX TR2016-127 PDF
    • @inproceedings{Tian2016aug,
    • author = {Tian, Dong and Sun, Huifang and Vetro, Anthony},
    • title = {Keypoint trajectory coding on compact descriptor for video analysis},
    • booktitle = {IEEE International Conference on Image Processing (ICIP)},
    • year = 2016,
    • pages = {171--175},
    • month = aug,
    • doi = {10.1109/ICIP.2016.7532341},
    • issn = {2381-8549},
    • isbn = {978-1-4673-9961-6},
    • url = {https://www.merl.com/publications/TR2016-127}
    • }
  •  Koike-Akino, T., Mahajan, R., Marks, T.K., Tuzel, C.O., Wang, Y., Watanabe, S., Orlik, P.V., "High-Accuracy User Identification Using EEG Biometrics", International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), DOI: 10.1109/​EMBC.2016.7590835, August 2016, pp. 854-858.
    BibTeX TR2016-105 PDF Presentation
    • @inproceedings{Koike-Akino2016aug,
    • author = {Koike-Akino, Toshiaki and Mahajan, Ruhi and Marks, Tim K. and Tuzel, C. Oncel and Wang, Ye and Watanabe, Shinji and Orlik, Philip V.},
    • title = {High-Accuracy User Identification Using EEG Biometrics},
    • booktitle = {International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
    • year = 2016,
    • pages = {854--858},
    • month = aug,
    • doi = {10.1109/EMBC.2016.7590835},
    • url = {https://www.merl.com/publications/TR2016-105}
    • }
  •  Zhang, J., Kim, K.J., Li, Q., Wang, Y., Ge, X., Zhang, J., "On the Performance of Full-duplex Two-way Relay Channels with Spatial Modulation", IEEE Transactions on Communications, DOI: 10.1109/​TCOMM.2016.2600661, Vol. 64, No. 12, pp. 4966-4982, August 2016.
    BibTeX TR2017-031 PDF
    • @article{Zhang2016aug2,
    • author = {Zhang, Jiliang and Kim, Kyeong Jin and Li, Qiang and Wang, Yang and Ge, Xiaohu and Zhang, Jie},
    • title = {On the Performance of Full-duplex Two-way Relay Channels with Spatial Modulation},
    • journal = {IEEE Transactions on Communications},
    • year = 2016,
    • volume = 64,
    • number = 12,
    • pages = {4966--4982},
    • month = aug,
    • doi = {10.1109/TCOMM.2016.2600661},
    • issn = {0090-6778},
    • url = {https://www.merl.com/publications/TR2017-031}
    • }
  •  Yerazunis, W.S., Barnwell III, J.C., Nikovski, D.N., "Strengthening ABS, Nylon, and Polyester 3D Printed Parts by Stress Tensor Aligned Deposition Paths and Five-Axis Printing", International Solid Freeform Fabrication Symposium, August 2016.
    BibTeX TR2016-101 PDF
    • @inproceedings{Yerazunis2016aug,
    • author = {Yerazunis, William S. and Barnwell III, John C. and Nikovski, Daniel N.},
    • title = {Strengthening ABS, Nylon, and Polyester 3D Printed Parts by Stress Tensor Aligned Deposition Paths and Five-Axis Printing},
    • booktitle = {International Solid Freeform Fabrication Symposium},
    • year = 2016,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2016-101}
    • }
  •  Zhang, C., Wang, B., Teo, K.H., "High Efficiency and Scalable Injection-Locked Oscillator Array for Wireless Power Transmission", Progress In Electromagnetics Research Symposium, DOI: 10.1109/​PIERS.2016.7735873, August 2016, pp. 5206-5206.
    BibTeX IEEE Xplore
    • @inproceedings{Zhang2016aug,
    • author = {Zhang, Ce and Wang, Bingnan and Teo, Koon Hoo},
    • title = {High Efficiency and Scalable Injection-Locked Oscillator Array for Wireless Power Transmission},
    • booktitle = {Progress In Electromagnetics Research Symposium},
    • year = 2016,
    • pages = {5206--5206},
    • month = aug,
    • doi = {10.1109/PIERS.2016.7735873},
    • url = {https://ieeexplore.ieee.org/document/7735873/}
    • }
  •  Garone, E., Di Cairano, S., Kolmanovsky, I.V., "Reference and Command Governors for Systems with Constraints: A Survey on Theory and Applications", Automatica, DOI: 10.1016/​j.automatica.2016.08.013, August 2016, vol. 75, pp. 306-328.
    BibTeX TR2016-102 PDF
    • @inproceedings{Garone2016aug,
    • author = {Garone, Emanuele and Di Cairano, Stefano and Kolmanovsky, Ilya V.},
    • title = {Reference and Command Governors for Systems with Constraints: A Survey on Theory and Applications},
    • booktitle = {Automatica},
    • year = 2016,
    • volume = 75,
    • pages = {306--328},
    • month = aug,
    • publisher = {Elsevier},
    • doi = {10.1016/j.automatica.2016.08.013},
    • url = {https://www.merl.com/publications/TR2016-102}
    • }
  •  Lin, C., Wang, B., Teo, K.H., "Optimal boson energy for superconductivity in the Holstein model", Physical Review B, DOI: 10.1103/​PhysRevB.93.224501, Vol. 93, No. 22, July 2016.
    BibTeX TR2016-100 PDF
    • @article{Lin2016jul,
    • author = {Lin, Chungwei and Wang, Bingnan and Teo, Koon Hoo},
    • title = {Optimal boson energy for superconductivity in the Holstein model},
    • journal = {Physical Review B},
    • year = 2016,
    • volume = 93,
    • number = 22,
    • month = jul,
    • doi = {10.1103/PhysRevB.93.224501},
    • url = {https://www.merl.com/publications/TR2016-100}
    • }
  •  Nikovski, D.N., Byadarhaly, K., "Regularized Covariance Matrix Estimation with High Dimensional Data for Supervised Anomaly Detection Problems", IEEE International Joint Conference on Neural Networks (IJCNN), DOI: 10.1109/​IJCNN.2016.7727554, July 2016, pp. 2811-2818.
    BibTeX TR2016-099 PDF
    • @inproceedings{Nikovski2016jul,
    • author = {Nikovski, Daniel N. and Byadarhaly, Kiran},
    • title = {Regularized Covariance Matrix Estimation with High Dimensional Data for Supervised Anomaly Detection Problems},
    • booktitle = {IEEE International Joint Conference on Neural Networks (IJCNN)},
    • year = 2016,
    • pages = {2811--2818},
    • month = jul,
    • doi = {10.1109/IJCNN.2016.7727554},
    • url = {https://www.merl.com/publications/TR2016-099}
    • }
  •  Wang, Z., Sun, H., Nikovski, D.N., "Distributed secondary voltage controller for droop-controlled microgrids to improve power quality in power distribution networks", IEEE Power & Energy Society General Meeting (PES), DOI: 10.1109/​PESGM.2016.7741071, July 2016.
    BibTeX TR2016-096 PDF
    • @inproceedings{Wang2016jul3,
    • author = {Wang, Zhao and Sun, Hongbo and Nikovski, Daniel N.},
    • title = {Distributed secondary voltage controller for droop-controlled microgrids to improve power quality in power distribution networks},
    • booktitle = {IEEE Power \& Energy Society General Meeting (PES)},
    • year = 2016,
    • month = jul,
    • doi = {10.1109/PESGM.2016.7741071},
    • url = {https://www.merl.com/publications/TR2016-096}
    • }
  •  Ozcan, G., Pajovic, M., Sahinoglu, Z., Wang, Y., Orlik, P.V., "Online Battery State-of-Charge Estimation Based on Sparse Gaussian Process Regression", IEEE Power & Energy Society General Meeting (PES), DOI: 10.1109/​PESGM.2016.7741980, July 2016.
    BibTeX TR2016-097 PDF
    • @inproceedings{Ozcan2016jul,
    • author = {Ozcan, Gozde and Pajovic, Milutin and Sahinoglu, Zafer and Wang, Yebin and Orlik, Philip V.},
    • title = {Online Battery State-of-Charge Estimation Based on Sparse Gaussian Process Regression},
    • booktitle = {IEEE Power \& Energy Society General Meeting (PES)},
    • year = 2016,
    • month = jul,
    • doi = {10.1109/PESGM.2016.7741980},
    • url = {https://www.merl.com/publications/TR2016-097}
    • }