Publications

3,608 major publications by members of the MERL staff.


  •  Le Roux, J., Hershey, J.R., Weninger, F.J., "Deep NMF for Speech Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2015.7177933, April 2015, pp. 66-70.
    BibTeX TR2015-029 PDF
    • @inproceedings{LeRoux2015apr1,
    • author = {{Le Roux}, J. and Hershey, J.R. and Weninger, F.J.},
    • title = {Deep NMF for Speech Separation},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {66--70},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7177933},
    • url = {https://www.merl.com/publications/TR2015-029}
    • }
  •  Le Roux, J., Vincent, E., Hershey, J.R., Ellis, D.P.W., "Micbots: Collecting Large Realistic Datasets for Speech and Audio Research Using Mobile Robots", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2015.7179050, April 2015, pp. 5635-5639.
    BibTeX TR2015-030 PDF
    • @inproceedings{LeRoux2015apr2,
    • author = {{Le Roux}, J. and Vincent, E. and Hershey, J.R. and Ellis, D.P.W.},
    • title = {Micbots: Collecting Large Realistic Datasets for Speech and Audio Research Using Mobile Robots},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {5635--5639},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7179050},
    • url = {https://www.merl.com/publications/TR2015-030}
    • }
  •  Mansour, H., Jiang, X., "A Robust Online Subspace Estimation and Tracking Algorithm", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2015.7178735, April 2015, pp. 4065-4069.
    BibTeX TR2015-027 PDF Software
    • @inproceedings{Mansour2015apr1,
    • author = {Mansour, H. and Jiang, X.},
    • title = {A Robust Online Subspace Estimation and Tracking Algorithm},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {4065--4069},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7178735},
    • url = {https://www.merl.com/publications/TR2015-027}
    • }
  •  Mansour, H., Saab, R., "Weighted One-Norm Minimization with Inaccurate Support Estimates: Sharp Analysis via the Null-Space Property", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2015.7178585, April 2015, pp. 3317-3321.
    BibTeX TR2015-026 PDF
    • @inproceedings{Mansour2015apr2,
    • author = {Mansour, H. and Saab, R.},
    • title = {Weighted One-Norm Minimization with Inaccurate Support Estimates: Sharp Analysis via the Null-Space Property},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {3317--3321},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7178585},
    • url = {https://www.merl.com/publications/TR2015-026}
    • }
  •  Shinozaki, T., Watanabe, S., "Structure Discovery of Deep Neural Network Based on Evolutionary Algorithms", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2015.7178918, April 2015, pp. 4979-4983.
    BibTeX TR2015-032 PDF
    • @inproceedings{Shinozaki2015apr,
    • author = {Shinozaki, T. and Watanabe, S.},
    • title = {Structure Discovery of Deep Neural Network Based on Evolutionary Algorithms},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {4979--4983},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7178918},
    • url = {https://www.merl.com/publications/TR2015-032}
    • }
  •  Tachioka, Y., Watanabe, S., "Discriminative Method for Recurrent Neural Network Language Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2015.7179000, April 2015, pp. 5386-5390.
    BibTeX TR2015-033 PDF
    • @inproceedings{Tachioka2015apr,
    • author = {Tachioka, Y. and Watanabe, S.},
    • title = {Discriminative Method for Recurrent Neural Network Language Models},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {5386--5390},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7179000},
    • url = {https://www.merl.com/publications/TR2015-033}
    • }
  •  Ataer-Cansizoglu, E., Taguchi, Y., Kalpathy-Cramer, J., Chiang, M.F., Erdogmus, D., "Analysis of Shape Assumptions in 3D Reconstruction of Retina from Multiple Fundus Images", IEEE International Symposium on Biomedical Imaging (ISBI), DOI: 10.1109/​ISBI.2015.7164162, April 2015, pp. 1502-1505.
    BibTeX TR2015-051 PDF
    • @inproceedings{Ataer-Cansizoglu2015apr,
    • author = {Ataer-Cansizoglu, E. and Taguchi, Y. and Kalpathy-Cramer, J. and Chiang, M.F. and Erdogmus, D.},
    • title = {Analysis of Shape Assumptions in 3D Reconstruction of Retina from Multiple Fundus Images},
    • booktitle = {IEEE International Symposium on Biomedical Imaging (ISBI)},
    • year = 2015,
    • pages = {1502--1505},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ISBI.2015.7164162},
    • url = {https://www.merl.com/publications/TR2015-051}
    • }
  •  Vetro, A., Chen, Y., Mueller, K., "HEVC-Compatible Extensions for Advanced Coding of 3D and Multiview Video", Data Compression Conference (DCC), DOI: 10.1109/​DCC.2015.26, April 2015, pp. 13-22.
    BibTeX TR2015-046 PDF
    • @inproceedings{Vetro2015apr,
    • author = {Vetro, A. and Chen, Y. and Mueller, K.},
    • title = {HEVC-Compatible Extensions for Advanced Coding of 3D and Multiview Video},
    • booktitle = {Data Compression Conference (DCC)},
    • year = 2015,
    • pages = {13--22},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/DCC.2015.26},
    • issn = {1068-0314},
    • url = {https://www.merl.com/publications/TR2015-046}
    • }
  •  Boufounos, P.T., Mansour, H., "Kernel Machine Classification Using Universal Embeddings", Data Compression Conference (DCC), DOI: 10.1109/​DCC.2015.61, April 2015, pp. 440.
    BibTeX TR2015-044 PDF
    • @inproceedings{Boufounos2015apr,
    • author = {Boufounos, P.T. and Mansour, H.},
    • title = {Kernel Machine Classification Using Universal Embeddings},
    • booktitle = {Data Compression Conference (DCC)},
    • year = 2015,
    • pages = 440,
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/DCC.2015.61},
    • issn = {1068-0314},
    • url = {https://www.merl.com/publications/TR2015-044}
    • }
  •  Shao, J., Ma, R., Teo, K., Shinjo, S., Yamanaka, K., "A Fully Analog Two-way Sequential GaN Power Amplifier with 40% Fractional Bandwidth", IEEE MTT-S International Wireless Symposium (IWS), March 2015.
    BibTeX TR2015-021 PDF
    • @inproceedings{Shao2015mar,
    • author = {Shao, J. and Ma, R. and Teo, K. and Shinjo, S. and Yamanaka, K.},
    • title = {A Fully Analog Two-way Sequential GaN Power Amplifier with 40% Fractional Bandwidth},
    • booktitle = {IEEE MTT-S International Wireless Symposium (IWS)},
    • year = 2015,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2015-021}
    • }
  •  Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Coded Modulation Design for Finite-Iteration Decoding and High-Dimensional Modulation", Optical Fiber Communication Conference (OFC), DOI: 10.1364/​OFC.2015.W4K.1, March 2015.
    BibTeX TR2015-016 PDF
    • @inproceedings{Koike-Akino2015mar,
    • author = {Koike-Akino, T. and Millar, D.S. and Kojima, K. and Parsons, K.},
    • title = {Coded Modulation Design for Finite-Iteration Decoding and High-Dimensional Modulation},
    • booktitle = {Optical Fiber Communication Conference (OFC)},
    • year = 2015,
    • month = mar,
    • doi = {10.1364/OFC.2015.W4K.1},
    • isbn = {978-1-55752-937-4},
    • url = {https://www.merl.com/publications/TR2015-016}
    • }
  •  Kojima, K., Horiguchi, Y., Koike-Akino, T., Shimakura, Y., Enoki, K., Yagyu, E., "Separation of Semiconductor Laser Intrinsic Linewidth and 1/f Noise Using Multiple Fiber Length for Self-heterodyne Method", Optical Fiber Communication Conference (OFC), DOI: 10.1364/​OFC.2015.W2A.18, March 2015.
    BibTeX TR2015-017 PDF
    • @inproceedings{Kojima2015mar1,
    • author = {Kojima, K. and Horiguchi, Y. and Koike-Akino, T. and Shimakura, Y. and Enoki, K. and Yagyu, E.},
    • title = {Separation of Semiconductor Laser Intrinsic Linewidth and 1/f Noise Using Multiple Fiber Length for Self-heterodyne Method},
    • booktitle = {Optical Fiber Communication Conference (OFC)},
    • year = 2015,
    • month = mar,
    • doi = {10.1364/OFC.2015.W2A.18},
    • isbn = {978-1-55752-937-4},
    • url = {https://www.merl.com/publications/TR2015-017}
    • }
  •  Kojima, K., Koike-Akino, T., Millar, D.S., Parsons, K., "Design of Constant Modulus Modulation Considering Envelopes", Optical Fiber Communication Conference (OFC), DOI: 10.1364/​OFC.2015.24K.5, March 2015.
    BibTeX TR2015-020 PDF
    • @inproceedings{Kojima2015mar2,
    • author = {Kojima, K. and Koike-Akino, T. and Millar, D.S. and Parsons, K.},
    • title = {Design of Constant Modulus Modulation Considering Envelopes},
    • booktitle = {Optical Fiber Communication Conference (OFC)},
    • year = 2015,
    • month = mar,
    • doi = {10.1364/OFC.2015.24K.5},
    • isbn = {978-1-55752-937-4},
    • url = {https://www.merl.com/publications/TR2015-020}
    • }
  •  Maher, R., Lavery, D., Millar, D.S., Alvarado, A., Parsons, K., Bayvel, P., "Reach Enhancement of 100% for a DP-64QAM Super Channel using MC-DBP with an ISD of 9b/s/Hz", Optical Fiber Communication Conference (OFC), DOI: 10.1364/​OFC.2015.Th4D.5, March 2015.
    BibTeX TR2015-015 PDF
    • @inproceedings{Maher2015mar,
    • author = {Maher, R. and Lavery, D. and Millar, D.S. and Alvarado, A. and Parsons, K. and Bayvel, P.},
    • title = {Reach Enhancement of 100% for a DP-64QAM Super Channel using MC-DBP with an ISD of 9b/s/Hz},
    • booktitle = {Optical Fiber Communication Conference (OFC)},
    • year = 2015,
    • month = mar,
    • doi = {10.1364/OFC.2015.Th4D.5},
    • isbn = {978-1-55752-937-4},
    • url = {https://www.merl.com/publications/TR2015-015}
    • }
  •  Millar, D.S., Maher, R., Lavery, D., Koike-Akino, T., Alvarado, A., Paskov, M., Kojima, K., Parsons, K., Li, R., Savory, S.J., Bayvel, P., "Transceiver-Limited High Spectral Efficiency Nyquist-WDM Systems", Optical Fiber Communication Conference (OFC), DOI: 10.1364/​OFC.2015.Th2A.13, March 2015.
    BibTeX TR2015-018 PDF
    • @inproceedings{Millar2015mar,
    • author = {Millar, D.S. and Maher, R. and Lavery, D. and Koike-Akino, T. and Alvarado, A. and Paskov, M. and Kojima, K. and Parsons, K. and Li, R. and Savory, S.J. and Bayvel, P.},
    • title = {Transceiver-Limited High Spectral Efficiency Nyquist-WDM Systems},
    • booktitle = {Optical Fiber Communication Conference (OFC)},
    • year = 2015,
    • month = mar,
    • doi = {10.1364/OFC.2015.Th2A.13},
    • isbn = {978-1-55752-937-4},
    • url = {https://www.merl.com/publications/TR2015-018}
    • }
  •  Xia, T., Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., Miyata, Y., Sugihara, K., Matsumoto, W., "Dynamic Window Decoding for LDPC Convolutional Codes in Low-Latency Optical Communications", Optical Fiber Communication Conference (OFC), DOI: 10.13464/​OFC.2015.Th3E.A, March 2015.
    BibTeX TR2015-019 PDF
    • @inproceedings{Xia2015mar,
    • author = {Xia, T. and Koike-Akino, T. and Millar, D.S. and Kojima, K. and Parsons, K. and Miyata, Y. and Sugihara, K. and Matsumoto, W.},
    • title = {Dynamic Window Decoding for LDPC Convolutional Codes in Low-Latency Optical Communications},
    • booktitle = {Optical Fiber Communication Conference (OFC)},
    • year = 2015,
    • month = mar,
    • doi = {10.13464/OFC.2015.Th3E.A},
    • isbn = {978-1-55752-937-4},
    • url = {https://www.merl.com/publications/TR2015-019}
    • }
  •  Le Roux, J., Weninger, F.J., Hershey, J.R., "Sparse NMF -- half-baked or well done?," Tech. Rep. TR2015-023, Mitsubishi Electric Research Laboratories, March 2015.
    BibTeX TR2015-023 PDF
    • @techreport{LeRoux2015mar,
    • author = {{Le Roux}, J. and Weninger, F.J. and Hershey, J.R.},
    • title = {Sparse NMF -- half-baked or well done?},
    • institution = {Mitsubishi Electric Research Laboratories},
    • year = 2015,
    • number = {TR2015-023},
    • address = {Cambridge MA, USA},
    • month = mar,
    • url = {https://www.merl.com/publications/TR2015-023}
    • }
  •  Boufounos, P.T., Jacques, L., Krahmer, F., Saab, R., Quantization and Compressive Sensing, Compressed Sensing and Its Applications edition, March 2015.
    BibTeX TR2015-008 PDF
    • @book{Boufounos2015mar,
    • author = {Boufounos, P.T. and Jacques, L. and Krahmer, F. and Saab, R.},
    • title = {Quantization and Compressive Sensing},
    • year = 2015,
    • edition = {Compressed Sensing and Its Applications},
    • month = mar,
    • url = {https://www.merl.com/publications/TR2015-008}
    • }
  •  Gerkmann, T., Krawczyk, M., Le Roux, J., "Phase Processing for Single Channel Speech Enhancement: History and Recent Advances", IEEE Signal Processing Magazine, DOI: 10.1109/​MSP.2014.2369251, Vol. 32, No. 2, pp. 55-66, March 2015.
    BibTeX TR2014-122 PDF
    • @article{Gerkmann2015mar,
    • author = {Gerkmann, T. and Krawczyk, M. and {Le Roux}, J.},
    • title = {Phase Processing for Single Channel Speech Enhancement: History and Recent Advances},
    • journal = {IEEE Signal Processing Magazine},
    • year = 2015,
    • volume = 32,
    • number = 2,
    • pages = {55--66},
    • month = mar,
    • publisher = {IEEE},
    • doi = {10.1109/MSP.2014.2369251},
    • issn = {1053-5888},
    • url = {https://www.merl.com/publications/TR2014-122}
    • }
  •  Hegde, C., Tuzel, O., Porikli, F., "Efficient Upsampling of Natural Images", arXiv, February 2015.
    BibTeX arXiv
    • @article{Hegde2015feb,
    • author = {Hegde, C. and Tuzel, O. and Porikli, F.},
    • title = {Efficient Upsampling of Natural Images},
    • journal = {arXiv},
    • year = 2015,
    • month = feb,
    • url = {https://arxiv.org/abs/1503.00040}
    • }
  •  Benosman, M., "Extremum Seeking-based Indirect Adaptive Control and Feedback Gains Auto-Tuning for Nonlinear Systems", Control Theory: Perspectives, Applications and Developments, February 2015.
    BibTeX TR2015-009 PDF
    • @article{Benosman2015feb,
    • author = {Benosman, M.},
    • title = {Extremum Seeking-based Indirect Adaptive Control and Feedback Gains Auto-Tuning for Nonlinear Systems},
    • journal = {Control Theory: Perspectives, Applications and Developments},
    • year = 2015,
    • month = feb,
    • publisher = {Francisco Miranda ed., Nova Science Publishers},
    • isbn = {978-1-63482-707-2},
    • url = {https://www.merl.com/publications/TR2015-009}
    • }
  •  Long, J., Wang, B., "A Metamaterial-Inspired Sensor for Combined Inductive-Capacitive Detection", Applied Physics Letters, DOI: 10.a063/​1.4913228, Vol. 106, No. 7, February 2015.
    BibTeX TR2015-014 PDF
    • @article{Long2015mar,
    • author = {Long, J. and Wang, B.},
    • title = {A Metamaterial-Inspired Sensor for Combined Inductive-Capacitive Detection},
    • journal = {Applied Physics Letters},
    • year = 2015,
    • volume = 106,
    • number = 7,
    • month = feb,
    • doi = {10.a063/1.4913228},
    • url = {https://www.merl.com/publications/TR2015-014}
    • }
  •  Dubey, A., Sun, H., Nikovski, D., Takano, T., Kojima, Y., Ohno, T., "Locating Double-line-to-ground Faults using Hybrid Current Profile Approach", IEEE PES Innovative Smart Grid Technologies Conference (ISGT), February 2015.
    BibTeX TR2015-003 PDF
    • @inproceedings{Dubey2015jan,
    • author = {Dubey, A. and Sun, H. and Nikovski, D. and Takano, T. and Kojima, Y. and Ohno, T.},
    • title = {Locating Double-line-to-ground Faults using Hybrid Current Profile Approach},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference (ISGT)},
    • year = 2015,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2015-003}
    • }
  •  Liu, J., Benosman, M., Raghunathan, A.U., "Consensus-based Distributed Optimal Power Flow Algorithm", IEEE PES Innovative Smart Grid Technologies Conference (ISGT), February 2015.
    BibTeX TR2015-010 PDF
    • @inproceedings{Liu2015feb,
    • author = {Liu, J. and Benosman, M. and Raghunathan, A.U.},
    • title = {Consensus-based Distributed Optimal Power Flow Algorithm},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference (ISGT)},
    • year = 2015,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2015-010}
    • }
  •  Sahoo, S., Nikovski, D.N., Muso, T., Tsuru, K., "Electricity Theft Detection Using Smart Meter Data", IEEE PES Innovative Smart Grid Technologies Conference (ISGT), February 2015.
    BibTeX TR2015-005 PDF
    • @inproceedings{Sahoo2015feb,
    • author = {Sahoo, S. and Nikovski, D.N. and Muso, T. and Tsuru, K.},
    • title = {Electricity Theft Detection Using Smart Meter Data},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference (ISGT)},
    • year = 2015,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2015-005}
    • }