Publications

218 / 3,592 publications found.


  •  Le Roux, J., Wisdom, S., Erdogan, H., Hershey, J., "SDR -- Half-Baked or Well Done?", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683855, May 2019.
    BibTeX TR2019-013 PDF
    • @inproceedings{LeRoux2019may,
    • author = {Le Roux, Jonathan and Wisdom, Scott and Erdogan, Hakan and Hershey, John},
    • title = {SDR -- Half-Baked or Well Done?},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2019,
    • month = may,
    • doi = {10.1109/ICASSP.2019.8683855},
    • url = {https://www.merl.com/publications/TR2019-013}
    • }
  •  Seetharaman, P., Wichern, G., Le Roux, J., Pardo, B., "Bootstrapping Single-Channel Source Separation via Unsupervised Spatial Clustering on Stereo Mixtures", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683198, May 2019.
    BibTeX TR2019-014 PDF
    • @inproceedings{Seetharaman2019may2,
    • author = {Seetharaman, Prem and Wichern, Gordon and Le Roux, Jonathan and Pardo, Bryan},
    • title = {Bootstrapping Single-Channel Source Separation via Unsupervised Spatial Clustering on Stereo Mixtures},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2019,
    • month = may,
    • doi = {10.1109/ICASSP.2019.8683198},
    • url = {https://www.merl.com/publications/TR2019-014}
    • }
  •  Seetharaman, P., Wichern, G., Venkataramani, S., Le Roux, J., "Class-Conditional Embeddings for Music Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683007, May 2019.
    BibTeX TR2019-004 PDF
    • @inproceedings{Seetharaman2019may,
    • author = {Seetharaman, Prem and Wichern, Gordon and Venkataramani, Shrikant and Le Roux, Jonathan},
    • title = {Class-Conditional Embeddings for Music Source Separation},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2019,
    • month = may,
    • doi = {10.1109/ICASSP.2019.8683007},
    • url = {https://www.merl.com/publications/TR2019-004}
    • }
  •  Wang, X., Li, R., Mallidi, S.H., Hori, T., Watanabe, S., Hermansky, H., "Stream Attention-Based Multi-Array End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8682650, May 2019.
    BibTeX TR2019-005 PDF
    • @inproceedings{Wang2019may,
    • author = {Wang, Xiaofei and Li, Ruizhi and Mallidi, Sri Harish and Hori, Takaaki and Watanabe, Shinji and Hermansky, Hynek},
    • title = {Stream Attention-Based Multi-Array End-to-End Speech Recognition},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2019,
    • month = may,
    • doi = {10.1109/ICASSP.2019.8682650},
    • url = {https://www.merl.com/publications/TR2019-005}
    • }
  •  Bergman, D., Cardonha, C., Cire, A., Raghunathan, A.U., "On the Minimum Chordal Completion Polytope", Operations Research, DOI: 10.1287/​opre.2018.1783, Vol. 67, No. 2, pp. 295-597, March 2019.
    BibTeX TR2018-095 PDF
    • @article{Bergman2019mar,
    • author = {Bergman, David and Cardonha, Carlos and Cire, Andre and Raghunathan, Arvind},
    • title = {On the Minimum Chordal Completion Polytope},
    • journal = {Operations Research},
    • year = 2019,
    • volume = 67,
    • number = 2,
    • pages = {295--597},
    • month = mar,
    • doi = {10.1287/opre.2018.1783},
    • url = {https://www.merl.com/publications/TR2018-095}
    • }
  •  Le Roux, J., Wichern, G., Watanabe, S., Sarroff, A., Hershey, J., "Phasebook and Friends: Leveraging discrete representations for source separation", IEEE Journal of Selected Topics in Signal Processing, DOI: 10.1109/​JSTSP.2019.2904183, Vol. 13, No. 2, pp. 370-382, March 2019.
    BibTeX TR2018-199 PDF
    • @article{LeRoux2019mar,
    • author = {Le Roux, Jonathan and Wichern, Gordon and Watanabe, Shinji and Sarroff, Andy and Hershey, John},
    • title = {Phasebook and Friends: Leveraging discrete representations for source separation},
    • journal = {IEEE Journal of Selected Topics in Signal Processing},
    • year = 2019,
    • volume = 13,
    • number = 2,
    • pages = {370--382},
    • month = mar,
    • doi = {10.1109/JSTSP.2019.2904183},
    • url = {https://www.merl.com/publications/TR2018-199}
    • }
  •  Pajovic, M., Ozcan, G., Koike-Akino, T., Wang, P., Orlik, P.V., "Packet Separation in Phase Noise Impaired Random Access Channel", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/​GLOCOM.2018.8647403, December 2018.
    BibTeX TR2018-167 PDF
    • @inproceedings{Pajovic2018dec,
    • author = {Pajovic, Milutin and Ozcan, Gozde and Koike-Akino, Toshiaki and Wang, Pu and Orlik, Philip V.},
    • title = {Packet Separation in Phase Noise Impaired Random Access Channel},
    • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
    • year = 2018,
    • month = dec,
    • doi = {10.1109/GLOCOM.2018.8647403},
    • url = {https://www.merl.com/publications/TR2018-167}
    • }
  •  Yu, X., Chaturvedi, S., Feng, C., Taguchi, Y., Lee, T.-Y., Fernandes, C., Ramalingam, S., "VLASE: Vehicle Localization by Aggregating Semantic Edges", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), DOI: 10.1109/​IROS.2018.8594358, October 2018, pp. 3196-3203.
    BibTeX TR2018-113 PDF
    • @inproceedings{Yu2018oct,
    • author = {Yu, Xin and Chaturvedi, Sagar and Feng, Chen and Taguchi, Yuichi and Lee, Teng-Yok and Fernandes, Clinton and Ramalingam, Srikumar},
    • title = {VLASE: Vehicle Localization by Aggregating Semantic Edges},
    • booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
    • year = 2018,
    • pages = {3196--3203},
    • month = oct,
    • doi = {10.1109/IROS.2018.8594358},
    • url = {https://www.merl.com/publications/TR2018-113}
    • }
  •  Wichern, G., Le Roux, J., "Phase Reconstruction with Learned Time-Frequency Representations for Single-Channel Speech Separation", International Workshop on Acoustic Signal Enhancement (IWAENC), DOI: 10.1109/​IWAENC.2018.8521243, September 2018.
    BibTeX TR2018-146 PDF
    • @inproceedings{Wichern2018sep,
    • author = {Wichern, Gordon and Le Roux, Jonathan},
    • title = {Phase Reconstruction with Learned Time-Frequency Representations for Single-Channel Speech Separation},
    • booktitle = {International Workshop on Acoustic Signal Enhancement (IWAENC)},
    • year = 2018,
    • month = sep,
    • doi = {10.1109/IWAENC.2018.8521243},
    • url = {https://www.merl.com/publications/TR2018-146}
    • }
  •  Wang, J., Cherian, A., "Learning Discriminative Video Representations Using Adversarial Perturbations", European Conference on Computer Vision (ECCV), September 2018.
    BibTeX TR2018-139 PDF Software
    • @inproceedings{Wang2018sep3,
    • author = {Wang, Jue and Cherian, Anoop},
    • title = {Learning Discriminative Video Representations Using Adversarial Perturbations},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-139}
    • }
  •  Wang, J., Cherian, A., "Discriminative Subspace Pooling for Action Recognition", Workshop on Perceptual Organization in Computer Vision as part of the European Conference on Computer Vision (ECCV), September 2018.
    BibTeX TR2018-141 PDF
    • @inproceedings{Wang2018sep2,
    • author = {Wang, Jue and Cherian, Anoop},
    • title = {Discriminative Subspace Pooling for Action Recognition},
    • booktitle = {Workshop on Perceptual Organization in Computer Vision as part of the European Conference on Computer Vision (ECCV)},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-141}
    • }
  •  Wang, Z.-Q., Le Roux, J., Wang, D., Hershey, J., "End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction", Interspeech, September 2018.
    BibTeX TR2018-135 PDF
    • @inproceedings{Wang2018sep,
    • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Wang, DeLiang and Hershey, John},
    • title = {End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction},
    • booktitle = {Interspeech},
    • year = 2018,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2018-135}
    • }
  •  Seki, H., Hori, T., Watanabe, S., Le Roux, J., Hershey, J., "A Purely End-to-end System for Multi-speaker Speech Recognition", Annual Meeting of the Association for Computational Linguistics (ACL), July 2018, pp. 2620-2630.
    BibTeX TR2018-104 PDF Video
    • @inproceedings{Seki2018jul,
    • author = {Seki, Hiroshi and Hori, Takaaki and Watanabe, Shinji and Le Roux, Jonathan and Hershey, John},
    • title = {A Purely End-to-end System for Multi-speaker Speech Recognition},
    • booktitle = {Annual Meeting of the Association for Computational Linguistics (ACL)},
    • year = 2018,
    • pages = {2620--2630},
    • month = jul,
    • publisher = {Elsevier},
    • url = {https://www.merl.com/publications/TR2018-104}
    • }
  •  Pan, Y., Farahmand, A.-M., White, M., Nabi, S., Grover, P., Nikovski, D.N., "Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control", International Conference on Machine Learning (ICML), July 2018.
    BibTeX TR2018-101 PDF
    • @inproceedings{Pan2018jul,
    • author = {Pan, Yangchen and Farahmand, Amir-massoud and White, Martha and Nabi, Saleh and Grover, Piyush and Nikovski, Daniel N.},
    • title = {Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control},
    • booktitle = {International Conference on Machine Learning (ICML)},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-101}
    • }
  •  Erdogan, H., Hershey, J., Watanabe, S., Le Roux, J., "Deep recurrent networks for separation and recognition of single-channel speech in non-stationary background audio" in New Era for Robust Speech Recognition: Exploiting Deep Learning, Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R., Eds., chapter 7, Springer, July 2018.
    BibTeX
    • @incollection{Erdogan2018jul,
    • author = {Erdogan, Hakan and Hershey, John and Watanabe, Shinji and Le Roux, Jonathan},
    • title = {Deep recurrent networks for separation and recognition of single-channel speech in non-stationary background audio},
    • booktitle = {New Era for Robust Speech Recognition: Exploiting Deep Learning},
    • year = 2018,
    • editor = {Watanabe, S. and Delcroix, M. and Metze, F. and Hershey, J.R.},
    • chapter = 7,
    • month = jul,
    • publisher = {Springer},
    • isbn = {978-3-319-64680-0}
    • }
  •  Di Cairano, S., Goldsmith, A., Kalabić, U., Bortoff, S.A., "Cascaded Reference Governor-MPC for Motion Control of Two-Stage Manufacturing Machines", IEEE Transactions on Control Systems Technology, DOI: 10.1109/​TCST.2018.2847627, July 2018.
    BibTeX TR2018-083 PDF
    • @article{DiCairano2018jul,
    • author = {Di Cairano, S. and Goldsmith, A. and Kalabić, U. and Bortoff, S.A.},
    • title = {Cascaded Reference Governor-MPC for Motion Control of Two-Stage Manufacturing Machines},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2018,
    • month = jul,
    • doi = {10.1109/TCST.2018.2847627},
    • url = {https://www.merl.com/publications/TR2018-083}
    • }
  •  Berntorp, K., Di Cairano, S., "Approximate Noise-Adaptive Filtering Using Student-t Distributions", American Control Conference (ACC), DOI: 10.23919/​ACC.2018.8430902, June 2018, pp. 2745-2750.
    BibTeX TR2018-088 PDF
    • @inproceedings{Berntorp2018jun2,
    • author = {Berntorp, Karl and Di Cairano, Stefano},
    • title = {Approximate Noise-Adaptive Filtering Using Student-t Distributions},
    • booktitle = {American Control Conference (ACC)},
    • year = 2018,
    • pages = {2745--2750},
    • month = jun,
    • doi = {10.23919/ACC.2018.8430902},
    • url = {https://www.merl.com/publications/TR2018-088}
    • }
  •  Pajovic, M., Orlik, P.V., "Reduced-Dimension Symbol Detection in Random Access Channel", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC.2018.8422126, May 2018.
    BibTeX TR2018-060 PDF
    • @inproceedings{Pajovic2018may,
    • author = {Pajovic, Milutin and Orlik, Philip V.},
    • title = {Reduced-Dimension Symbol Detection in Random Access Channel},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2018,
    • month = may,
    • doi = {10.1109/ICC.2018.8422126},
    • url = {https://www.merl.com/publications/TR2018-060}
    • }
  •  Laughman, C.R., Bortoff, S.A., Qiao, H., "Modeling and Coordinated Control of an Air-Source Heat Pump and Hydronic Radiant Heating System", Japanese Modelica Conference, May 2018.
    BibTeX TR2018-059 PDF
    • @inproceedings{Laughman2018may,
    • author = {Laughman, Christopher R. and Bortoff, Scott A. and Qiao, Hongtao},
    • title = {Modeling and Coordinated Control of an Air-Source Heat Pump and Hydronic Radiant Heating System},
    • booktitle = {Japanese Modelica Conference},
    • year = 2018,
    • month = may,
    • url = {https://www.merl.com/publications/TR2018-059}
    • }
  •  Settle, S., Le Roux, J., Hori, T., Watanabe, S., Hershey, J.R., "End-to-End Multi-Speaker Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461893, April 2018, pp. 4819-4823.
    BibTeX TR2018-001 PDF Video
    • @inproceedings{Settle2018apr,
    • author = {Settle, Shane and Le Roux, Jonathan and Hori, Takaaki and Watanabe, Shinji and Hershey, John R.},
    • title = {End-to-End Multi-Speaker Speech Recognition},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {4819--4823},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8461893},
    • url = {https://www.merl.com/publications/TR2018-001}
    • }
  •  Wang, Z.-Q., Le Roux, J., Hershey, J.R., "Alternative Objective Functions for Deep Clustering", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462507, April 2018, pp. 686-690.
    BibTeX TR2018-005 PDF
    • @inproceedings{Wang2018apr,
    • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Hershey, John R.},
    • title = {Alternative Objective Functions for Deep Clustering},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {686--690},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8462507},
    • url = {https://www.merl.com/publications/TR2018-005}
    • }
  •  Wang, Z.-Q., Le Roux, J., Hershey, J.R., "Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461639, April 2018, pp. 1-5.
    BibTeX TR2018-007 PDF
    • @inproceedings{Wang2018apr2,
    • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Hershey, John R.},
    • title = {Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2018,
    • pages = {1--5},
    • month = apr,
    • doi = {10.1109/ICASSP.2018.8461639},
    • url = {https://www.merl.com/publications/TR2018-007}
    • }
  •  Peng, Z., Kim, K.J., Wang, P., Ma, R., Kihira, K., Fukasawa, T., Li, C., Wang, B., "Code-Division Multiplexing based Hardware Reduction for a Digital Beamforming Transmitter Array", European Conference on Antennas and Propagation (EuCAP), April 2018.
    BibTeX TR2018-049 PDF
    • @inproceedings{Peng2018apr,
    • author = {Peng, Zhengyu and Kim, Kyeong Jin and Wang, Pu and Ma, Rui and Kihira, Kazunari and Fukasawa, Toru and Li, Changzhi and Wang, Bingnan},
    • title = {Code-Division Multiplexing based Hardware Reduction for a Digital Beamforming Transmitter Array},
    • booktitle = {European Conference on Antennas and Propagation (EuCAP)},
    • year = 2018,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2018-049}
    • }
  •  Shulkind, G., Pajovic, M., Orlik, P.V., "Packet Separation in Random Access Channels Via Approximate Sparse Recovery", IEEE Global Conference on Signal and Information Processing (GlobalSIP), DOI: 10.1109/​GlobalSIP.2017.8309085, November 2017.
    BibTeX TR2017-166 PDF
    • @inproceedings{Shulkind2017nov,
    • author = {Shulkind, Gal and Pajovic, Milutin and Orlik, Philip V.},
    • title = {Packet Separation in Random Access Channels Via Approximate Sparse Recovery},
    • booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
    • year = 2017,
    • month = nov,
    • doi = {10.1109/GlobalSIP.2017.8309085},
    • url = {https://www.merl.com/publications/TR2017-166}
    • }
  •  Niu, S., Ma, R., Manjunatha, K., "Stochastically Approximated Multiobjective Optimization of Dual Input Digital Doherty Power Amplifier", IEEE International Workshop on Computational Intelligence and Applications, DOI: 10.1109/​IWCIA.2017.8203576, November 2017.
    BibTeX TR2017-163 PDF Video
    • @inproceedings{Niu2017nov,
    • author = {Niu, Sufeng and Ma, Rui and Manjunatha, Koushik},
    • title = {Stochastically Approximated Multiobjective Optimization of Dual Input Digital Doherty Power Amplifier},
    • booktitle = {IEEE International Workshop on Computational Intelligence and Applications},
    • year = 2017,
    • month = nov,
    • doi = {10.1109/IWCIA.2017.8203576},
    • url = {https://www.merl.com/publications/TR2017-163}
    • }