Publications

626 / 3,809 publications found.


  •  Hori, T., Astudillo, R., Hayashi, T., Zhang, Y., Watanabe, S., Le Roux, J., "Cycle-Consistency Training for End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683307, May 2019.
    BibTeX TR2019-002 PDF
    • @inproceedings{Hori2019may,
    • author = {Hori, Takaaki and Astudillo, Ramon and Hayashi, Tomoki and Zhang, Yu and Watanabe, Shinji and {Le Roux}, Jonathan},
    • title = {{Cycle-Consistency Training for End-to-End Speech Recognition }},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2019,
    • month = may,
    • doi = {10.1109/ICASSP.2019.8683307},
    • url = {https://www.merl.com/publications/TR2019-002}
    • }
  •  Le Roux, J., Wichern, G., Watanabe, S., Sarroff, A., Hershey, J., "The Phasebook: Building Complex Masks via Discrete Representations for Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8682587, May 2019.
    BibTeX TR2019-008 PDF
    • @inproceedings{LeRoux2019may2,
    • author = {{Le Roux}, Jonathan and Wichern, Gordon and Watanabe, Shinji and Sarroff, Andy and Hershey, John},
    • title = {{The Phasebook: Building Complex Masks via Discrete Representations for Source Separation}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2019,
    • month = may,
    • doi = {10.1109/ICASSP.2019.8682587},
    • url = {https://www.merl.com/publications/TR2019-008}
    • }
  •  Lohit, S., Liu, D., Mansour, H., Boufounos, P.T., "Unrolled Projected Gradient Descent for Multi-Spectral Image Fusion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683124, May 2019.
    BibTeX TR2019-010 PDF
    • @inproceedings{Lohit2019may,
    • author = {Lohit, Suhas and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
    • title = {{Unrolled Projected Gradient Descent for Multi-Spectral Image Fusion}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2019,
    • month = may,
    • doi = {10.1109/ICASSP.2019.8683124},
    • url = {https://www.merl.com/publications/TR2019-010}
    • }
  •  Moritz, N., Hori, T., Le Roux, J., "Triggered Attention for End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683510, May 2019.
    BibTeX TR2019-015 PDF
    • @inproceedings{Moritz2019may,
    • author = {Moritz, Niko and Hori, Takaaki and {Le Roux}, Jonathan},
    • title = {{Triggered Attention for End-to-End Speech Recognition}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2019,
    • month = may,
    • doi = {10.1109/ICASSP.2019.8683510},
    • url = {https://www.merl.com/publications/TR2019-015}
    • }
  •  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}
    • }
  •  Lopez, O., Mansour, H., "Robust Subspace Learning for Motion Deblurring in Images," Tech. Rep. TR2018-208, Mitsubishi Electric Research Laboratories, March 2019.
    BibTeX TR2018-208 PDF
    • @techreport{Lopez2019mar,
    • author = {Lopez, Oscar and Mansour, Hassan},
    • title = {{Robust Subspace Learning for Motion Deblurring in Images}},
    • year = 2019,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2018-208}
    • }
  •  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}
    • }
  •  TaherSima, M., Kojima, K., Koike-Akino, T., Jha, D.K., Wang, B., Lin, C., Parsons, K., "Deep Neural Network Inverse Modeling for Integrated Photonics", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2019.W3B.5, March 2019.
    BibTeX TR2018-183 PDF
    • @inproceedings{TaherSima2019mar,
    • author = {TaherSima, Mohammad and Kojima, Keisuke and Koike-Akino, Toshiaki and Jha, Devesh K. and Wang, Bingnan and Lin, Chungwei and Parsons, Kieran},
    • title = {{Deep Neural Network Inverse Modeling for Integrated Photonics}},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2019,
    • month = mar,
    • doi = {10.1364/OFC.2019.W3B.5},
    • url = {https://www.merl.com/publications/TR2018-183}
    • }
  •  Xu, H., Sun, H., Nikovski, D.N., Shoichi, K., Mori, K., "Learning Dynamical Demand Response Model in Real-Time Pricing Program", IEEE PES Innovative Smart Grid Technologies Conference - North America (ISGT NA), February.
    BibTeX TR2018-198 PDF
    • @inproceedings{Xu2019feb,
    • author = {Xu, Hanchen and Sun, Hongbo and Nikovski, Daniel N. and Shoichi, Kitamura and Mori, Kazuyuki},
    • title = {{Learning Dynamical Demand Response Model in Real-Time Pricing Program}},
    • booktitle = {IEEE PES Innovative Smart Grid Technologies Conference - North America (ISGT NA)},
    • year = 2019,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2018-198}
    • }
  •  Cherian, A., Sullivan, A., "Sem-GAN: Semantically-Consistent Image-to-Image Translation", IEEE Winter Conference on Applications of Computer Vision (WACV), DOI: 10.1109/​WACV.2019.00196, January 2019.
    BibTeX TR2018-178 PDF
    • @inproceedings{Cherian2019jan,
    • author = {Cherian, Anoop and Sullivan, Alan},
    • title = {{Sem-GAN: Semantically-Consistent Image-to-Image Translation}},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2019,
    • month = jan,
    • doi = {10.1109/WACV.2019.00196},
    • url = {https://www.merl.com/publications/TR2018-178}
    • }
  •  Cho, J., Baskar, M.K., Li, R., Wiesner, M., Mallidi, S.H., Yalta, N., Karafiat, M., Watanabe, S., Hori, T., "Multilingual Sequence-to-Sequence Speech Recognition: Architecture, Transfer Learning, and Language Modeling", IEEE Spoken Language Technology Workshop (SLT), DOI: 10.1109/​SLT.2018.8639655, December 2018.
    BibTeX TR2018-175 PDF
    • @inproceedings{Cho2018dec,
    • author = {Cho, Jaejin and Baskar, Murali Karthick and Li, Ruizhi and Wiesner, Matthew and Mallidi, Sri Harish and Yalta, Nelson and Karafiat, Martin and Watanabe, Shinji and Hori, Takaaki},
    • title = {{Multilingual Sequence-to-Sequence Speech Recognition: Architecture, Transfer Learning, and Language Modeling}},
    • booktitle = {IEEE Spoken Language Technology Workshop (SLT)},
    • year = 2018,
    • month = dec,
    • doi = {10.1109/SLT.2018.8639655},
    • url = {https://www.merl.com/publications/TR2018-175}
    • }
  •  Hayashi, T., Watanabe, S., Zhang, Y., Toda, T., Hori, T., Astudillo, R., Takeda, K., "Back-Translation-Style Data Augmentation for End-to-End ASR", IEEE Spoken Language Technology Workshop (SLT), DOI: 10.1109/​SLT.2018.8639619, December 2018.
    BibTeX TR2018-174 PDF
    • @inproceedings{Hayashi2018dec,
    • author = {Hayashi, Tomoki and Watanabe, Shinji and Zhang, Yu and Toda, Tomoki and Hori, Takaaki and Astudillo, Ramon and Takeda, Kazuya},
    • title = {{Back-Translation-Style Data Augmentation for End-to-End ASR}},
    • booktitle = {IEEE Spoken Language Technology Workshop (SLT)},
    • year = 2018,
    • month = dec,
    • doi = {10.1109/SLT.2018.8639619},
    • url = {https://www.merl.com/publications/TR2018-174}
    • }
  •  Hori, T., Cho, J., Watanabe, S., "End-to-End Speech Recognition with Word-Based RNN Language Models", IEEE Spoken Language Technology Workshop (SLT), DOI: 10.1109/​SLT.2018.8639693, December 2018.
    BibTeX TR2018-176 PDF
    • @inproceedings{Hori2018dec,
    • author = {Hori, Takaaki and Cho, Jaejin and Watanabe, Shinji},
    • title = {{End-to-End Speech Recognition with Word-Based RNN Language Models}},
    • booktitle = {IEEE Spoken Language Technology Workshop (SLT)},
    • year = 2018,
    • month = dec,
    • doi = {10.1109/SLT.2018.8639693},
    • url = {https://www.merl.com/publications/TR2018-176}
    • }
  •  Chakrabarty, A., Raghunathan, A.U., Di Cairano, S., Danielson, C., "Data-Driven Estimation of Reachable and Invariant Sets for Unmodeled Systems via Active Learning", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2018.8619646, December 2018.
    BibTeX TR2018-187 PDF
    • @inproceedings{Chakrabarty2018dec,
    • author = {Chakrabarty, Ankush and Raghunathan, Arvind and {Di Cairano}, Stefano and Danielson, Claus},
    • title = {{Data-Driven Estimation of Reachable and Invariant Sets for Unmodeled Systems via Active Learning}},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2018,
    • month = dec,
    • doi = {10.1109/CDC.2018.8619646},
    • url = {https://www.merl.com/publications/TR2018-187}
    • }
  •  Hori, T., Wang, W., Koji, Y., Hori, C., Harsham, B.A., Hershey, J., "Adversarial Training and Decoding Strategies for End-to-end Neural Conversation Models", Computer Speech and Language, DOI: 10.1016/​j.csl.2018.08.006, Vol. 54, pp. 122-139, December 2018.
    BibTeX TR2018-161 PDF
    • @article{Hori2018dec2,
    • author = {Hori, Takaaki and Wang, Wen and Koji, Yusuke and Hori, Chiori and Harsham, Bret A. and Hershey, John},
    • title = {{Adversarial Training and Decoding Strategies for End-to-end Neural Conversation Models}},
    • journal = {Computer Speech and Language},
    • year = 2018,
    • volume = 54,
    • pages = {122--139},
    • month = dec,
    • publisher = {Elsevier},
    • doi = {10.1016/j.csl.2018.08.006},
    • url = {https://www.merl.com/publications/TR2018-161}
    • }
  •  Natarajan, A., Laftchiev, E., "A Transfer Active Learning Framework to Predict Thermal Comfort", International Journal of Prognostics and Health Management Special Issue on PHM for Human Health & Performance, December 2018.
    BibTeX TR2018-156 PDF
    • @article{Natarajan2018dec,
    • author = {Natarajan, Annamalai and Laftchiev, Emil},
    • title = {{A Transfer Active Learning Framework to Predict Thermal Comfort}},
    • journal = {International Journal of Prognostics and Health Management Special Issue on PHM for Human Health \& Performance},
    • year = 2018,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2018-156}
    • }
  •  Romeres, D.., Jha, D.K., Dalla Libera, A., Chiuso, A., Nikovski, D.N., "Derivative-Free Semiparametric Bayesian Models for Robot Learning", Advances in Neural Information Processing Systems (NIPS), December 2018.
    BibTeX TR2018-165 PDF
    • @inproceedings{Romeres2018dec,
    • author = {Romeres, Diego and Jha, Devesh K. and Dalla Libera, Alberto and Chiuso, Alessandro and Nikovski, Daniel N.},
    • title = {{Derivative-Free Semiparametric Bayesian Models for Robot Learning}},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2018,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2018-165}
    • }
  •  Kao, C.-C., Lee, T.-Y., Sen, P., Liu, M.-Y., "Localization-Aware Active Learning for Object Detection", Asian Conference on Computer Vision (ACCV), December 2018.
    BibTeX TR2018-166 PDF
    • @inproceedings{Kao2018dec,
    • author = {Kao, Chieh-Chi and Lee, Teng-Yok and Sen, Pradeep and Liu, Ming-Yu},
    • title = {{Localization-Aware Active Learning for Object Detection}},
    • booktitle = {Asian Conference on Computer Vision (ACCV)},
    • year = 2018,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2018-166}
    • }
  •  Paul, S., van Baar, J., "Trajectory-based Learning for Ball-in-Maze Games", NIPS Workshop on Imitation Learning and its Challenges in Robotics, December 2018.
    BibTeX TR2018-158 PDF
    • @inproceedings{Paul2018dec,
    • author = {Paul, Sujoy and {van Baar}, Jeroen},
    • title = {{Trajectory-based Learning for Ball-in-Maze Games}},
    • booktitle = {NIPS Workshop on Imitation Learning and its Challenges in Robotics},
    • year = 2018,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2018-158}
    • }
  •  Jha, D.K., Romeres, D., van Baar, J., Sullivan, A., Nikovski, D.N., "Learning Tasks in a Complex Circular Maze Environment", NIPS Workshop on Modeling the Physical World: Perception, Learning, and Control, December 2018.
    BibTeX TR2018-169 PDF
    • @inproceedings{vanBaar2018dec,
    • author = {Jha, Devesh K. and Romeres, Diego and {van Baar}, Jeroen and Sullivan, Alan and Nikovski, Daniel N.},
    • title = {{Learning Tasks in a Complex Circular Maze Environment}},
    • booktitle = {NIPS Workshop on Modeling the Physical World: Perception, Learning, and Control},
    • year = 2018,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2018-169}
    • }
  •  Pajovic, M., Orlik, P.V., Wada, T., "Remaining Useful Life Estimation of Batteries using Dirichlet Process with Variational Bayes Inference", IEEE Industrial Electronics Society (IECON), DOI: 10.1109/​IECON.2018.8592767, October 2018.
    BibTeX TR2018-152 PDF
    • @inproceedings{Pajovic2018oct,
    • author = {Pajovic, Milutin and Orlik, Philip V. and Wada, Toshihiro},
    • title = {{Remaining Useful Life Estimation of Batteries using Dirichlet Process with Variational Bayes Inference}},
    • booktitle = {IEEE Industrial Electronics Society (IECON)},
    • year = 2018,
    • month = oct,
    • doi = {10.1109/IECON.2018.8592767},
    • url = {https://www.merl.com/publications/TR2018-152}
    • }
  •  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}
    • }
  •  van Baar, J., Corcodel, R., Sullivan, A., Jha, D.K., Romeres, D., Nikovski, D.N., "Simulation to Real Transfer Learning with Robustified Policies for Robot Tasks", arXiv, September 2018.
    BibTeX arXiv
    • @article{vanBaar2018sep,
    • author = {{van Baar}, Jeroen and Corcodel, Radu and Sullivan, Alan and Jha, Devesh K. and Romeres, Diego and Nikovski, Daniel N.},
    • title = {{Simulation to Real Transfer Learning with Robustified Policies for Robot Tasks}},
    • journal = {arXiv},
    • year = 2018,
    • month = sep,
    • url = {https://arxiv.org/abs/1809.04720}
    • }