Publications

95 / 3,904 publications found.


  •  Hayashi, T., Watanabe, S., Toda, T., Hori, T., Le Roux, J., Takeda, K., "Duration-Controlled LSTM for Polyphonic Sound Event Detection", IEEE/ACM Transactions on Audio, Speech, and Language Processing, DOI: 10.1109/​TASLP.2017.2740002, Vol. 25, No. 11, August 2017.
    BibTeX TR2017-150 PDF
    • @article{Hayashi2017aug,
    • author = {Hayashi, Tomoki and Watanabe, Shinji and Toda, Tomoki and Hori, Takaaki and {Le Roux}, Jonathan and Takeda, Kazuya},
    • title = {{Duration-Controlled LSTM for Polyphonic Sound Event Detection}},
    • journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
    • year = 2017,
    • volume = 25,
    • number = 11,
    • month = aug,
    • doi = {10.1109/TASLP.2017.2740002},
    • issn = {2329-9304},
    • url = {https://www.merl.com/publications/TR2017-150}
    • }
  •  Ochiai, T., Watanabe, S., Hori, T., Hershey, J.R., "Multichannel End-to-end Speech Recognition", International Conference on Machine Learning (ICML), August 2017.
    BibTeX TR2017-107 PDF
    • @inproceedings{Ochiai2017aug,
    • author = {Ochiai, Tsubasa and Watanabe, Shinji and Hori, Takaaki and Hershey, John R.},
    • title = {{Multichannel End-to-end Speech Recognition}},
    • booktitle = {International Conference on Machine Learning (ICML)},
    • year = 2017,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2017-107}
    • }
  •  Hori, T., Watanabe, S., Hershey, J.R., "Joint CTC/attention decoding for end-to-end speech recognition", Association for Computational Linguistics (ACL), DOI: 10.18653/​v1/​P17-1048, July 2017, pp. 518-529.
    BibTeX TR2017-103 PDF Video
    • @inproceedings{Hori2017jul,
    • author = {Hori, Takaaki and Watanabe, Shinji and Hershey, John R.},
    • title = {{Joint CTC/attention decoding for end-to-end speech recognition}},
    • booktitle = {Association for Computational Linguistics (ACL)},
    • year = 2017,
    • pages = {518--529},
    • month = jul,
    • doi = {10.18653/v1/P17-1048},
    • url = {https://www.merl.com/publications/TR2017-103}
    • }
  •  Berntorp, K., Di Cairano, S., "Particle Gibbs with Ancestor Sampling for Identification of Tire-Friction Parameters", World Congress of the International Federation of Automatic Control (IFAC), DOI: 10.1016/​j.ifacol.2017.08.2585, July 2017, vol. 50, pp. 14849-14854.
    BibTeX TR2017-093 PDF
    • @inproceedings{Berntorp2017jul,
    • author = {Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Particle Gibbs with Ancestor Sampling for Identification of Tire-Friction Parameters}},
    • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
    • year = 2017,
    • volume = 50,
    • number = 1,
    • pages = {14849--14854},
    • month = jul,
    • publisher = {Elsevier},
    • doi = {10.1016/j.ifacol.2017.08.2585},
    • url = {https://www.merl.com/publications/TR2017-093}
    • }
  •  Okamoto, K., Berntorp, K., Di Cairano, S., "Similarity-Based Vehicle-Motion Prediction", American Control Conference (ACC), DOI: 10.23919/​ACC.2017.7962970, May 2017.
    BibTeX TR2017-058 PDF
    • @inproceedings{Okamoto2017may,
    • author = {Okamoto, Kazuhide and Berntorp, Karl and {Di Cairano}, Stefano},
    • title = {{Similarity-Based Vehicle-Motion Prediction}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2017,
    • month = may,
    • doi = {10.23919/ACC.2017.7962970},
    • url = {https://www.merl.com/publications/TR2017-058}
    • }
  •  Liu, H., Kim, K.J., Kwak, K.S., Poor, H.V., "QoS-Constrained Relay Control for Full-Duplex Relaying with SWIPT", IEEE Transactions on Wireless Communications, DOI: 10.1109/​TWC.2017.2672551, Vol. 16, No. 5, pp. 2936-2949, March 2017.
    BibTeX TR2017-105 PDF
    • @article{Liu2017mar,
    • author = {Liu, Hongwu and Kim, Kyeong Jin and Kwak, Kyung Sup and Poor, H. Vincent},
    • title = {{QoS-Constrained Relay Control for Full-Duplex Relaying with SWIPT}},
    • journal = {IEEE Transactions on Wireless Communications},
    • year = 2017,
    • volume = 16,
    • number = 5,
    • pages = {2936--2949},
    • month = mar,
    • doi = {10.1109/TWC.2017.2672551},
    • issn = {1536-1276},
    • url = {https://www.merl.com/publications/TR2017-105}
    • }
  •  Hayashi, T., Watanabe, S., Toda, T., Hori, T., Le Roux, J., Takeda, K., "BLSTM-HMM Hybrid System Combined with Sound Activity Detection Network for Polyphonic Sound Event Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
    BibTeX TR2017-014 PDF
    • @inproceedings{Hayashi2017mar,
    • author = {Hayashi, Tomoki and Watanabe, Shinji and Toda, Tomoki and Hori, Takaaki and {Le Roux}, Jonathan and Takeda, Kazuya},
    • title = {{BLSTM-HMM Hybrid System Combined with Sound Activity Detection Network for Polyphonic Sound Event Detection}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2017,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2017-014}
    • }
  •  Liu, H., Kim, K.J., Kwak, K.S., Poor, H.V., "Power Splitting-Based SWIPT with Decode-and-Forward Full-Duplex Relaying", IEEE Transactions on Wireless Communications, DOI: 10.1109/​TWC.2016.2604801, Vol. 15, No. 11, pp. 7561-7577, November 2016.
    BibTeX TR2016-141 PDF
    • @article{Liu2016nov,
    • author = {Liu, Hongwu and Kim, Kyeong Jin and Kwak, Kyung Sup and Poor, H. Vincent},
    • title = {{Power Splitting-Based SWIPT with Decode-and-Forward Full-Duplex Relaying}},
    • journal = {IEEE Transactions on Wireless Communications},
    • year = 2016,
    • volume = 15,
    • number = 11,
    • pages = {7561--7577},
    • month = nov,
    • doi = {10.1109/TWC.2016.2604801},
    • issn = {1536-1276},
    • url = {https://www.merl.com/publications/TR2016-141}
    • }
  •  Tawara, N., Ogawa, T., Watanabe, S., Kobayashi, T., "Nested Gibbs sampling for mixture-of-mixture model and its application to speaker clustering", APSIPA Transactions on Signal and Information Processing, DOI: 10.1017/​ATSIP.2016.15, Vol. 5, October 2016.
    BibTeX TR2016-138 PDF
    • @article{Tawara2016oct,
    • author = {Tawara, Naohiro and Ogawa, Tetsuji and Watanabe, Shinji and Kobayashi, Tetsunori},
    • title = {{Nested Gibbs sampling for mixture-of-mixture model and its application to speaker clustering}},
    • journal = {APSIPA Transactions on Signal and Information Processing},
    • year = 2016,
    • volume = 5,
    • month = oct,
    • doi = {10.1017/ATSIP.2016.15},
    • url = {https://www.merl.com/publications/TR2016-138}
    • }
  •  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}
    • }
  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "Quality improvement and overhead reduction for soft video delivery", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC.2016.7511548, May 2016, pp. 1-6.
    BibTeX TR2016-077 PDF
    • @inproceedings{Fujihashi2016may,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
    • title = {{Quality improvement and overhead reduction for soft video delivery}},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2016,
    • pages = {1--6},
    • month = may,
    • doi = {10.1109/ICC.2016.7511548},
    • url = {https://www.merl.com/publications/TR2016-077}
    • }
  •  Farahmand, A.-M., Nikovski, D.N., Igarashi, Y., Konaka, H., "Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value", Association for the Advancement of Artificial Intelligence (AAAI), February 2016, pp. 3123-3129.
    BibTeX TR2016-020 PDF
    • @inproceedings{Farahmand2016feb,
    • author = {Farahmand, Amir-massoud and Nikovski, Daniel N. and Igarashi, Yuji and Konaka, Hiroki},
    • title = {{Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value}},
    • booktitle = {Association for the Advancement of Artificial Intelligence (AAAI)},
    • year = 2016,
    • pages = {3123--3129},
    • month = feb,
    • url = {https://www.merl.com/publications/TR2016-020}
    • }
  •  Tawara, N., Ogawa, T., Watanabe, S., Nakamura, A., Kobayashi, T., "A Sampling-Based Speaker Clustering Using Utterance-Oriented Dirichlet Process Mixture Model and Its Evaluation on Large Scale Data", APSIPA Transactions on Signal and Information Processing, DOI: 10.1017/​ATSIP.2015.19, Vol. 4, October 2015.
    BibTeX TR2015-153 PDF
    • @article{Tawara2015oct,
    • author = {Tawara, N. and Ogawa, T. and Watanabe, S. and Nakamura, A. and Kobayashi, T.},
    • title = {{A Sampling-Based Speaker Clustering Using Utterance-Oriented Dirichlet Process Mixture Model and Its Evaluation on Large Scale Data}},
    • journal = {APSIPA Transactions on Signal and Information Processing},
    • year = 2015,
    • volume = 4,
    • month = oct,
    • doi = {10.1017/ATSIP.2015.19},
    • issn = {2048-7703},
    • url = {https://www.merl.com/publications/TR2015-153}
    • }
  •  Nikovski, D.N., "Barycentric Quantization for Planning in Continuous Domains", AI Communications, DOI: 10.3233/​AIC-150675, Vol. 28, No. 3, pp. 539-551, July 2015.
    BibTeX TR2015-151 PDF
    • @article{Nikovski2015jul,
    • author = {Nikovski, D.N.},
    • title = {{Barycentric Quantization for Planning in Continuous Domains}},
    • journal = {AI Communications},
    • year = 2015,
    • volume = 28,
    • number = 3,
    • pages = {539--551},
    • month = jul,
    • doi = {10.3233/AIC-150675},
    • url = {https://www.merl.com/publications/TR2015-151}
    • }
  •  Kimura, S., Yoshimoto, K., Ueda, K., Takahashi, S., Nikovski, D.N., "Markov Decision Process-based Run Curve Optimization for Energy Saving and Ride Comfort", IEEJ Transactions on Electronics, Information and Systems, DOI: 10.154/​ieejeiss.134.1577, Vol. 134, No. 10, pp. 1577-1583, October 2014.
    BibTeX J-STAGE
    • @article{Kimura2015aug,
    • author = {Kimura, S. and Yoshimoto, K. and Ueda, K. and Takahashi, S. and Nikovski, D.N.},
    • title = {{Markov Decision Process-based Run Curve Optimization for Energy Saving and Ride Comfort}},
    • journal = {IEEJ Transactions on Electronics, Information and Systems},
    • year = 2014,
    • volume = 134,
    • number = 10,
    • pages = {1577--1583},
    • month = oct,
    • doi = {10.154/ieejeiss.134.1577},
    • issn = {0385-4221},
    • url = {https://www.jstage.jst.go.jp/article/ieejeiss/134/10/134_1577/_article/-char/en}
    • }
  •  Watanabe, S., Nakamura, A., Juang, B.-H., "Structural Bayesian Linear Regression for Hidden Markov Models", Journal of Signal Processing Systems, DOI: 10.1007/​s11265-013-0785-8, Vol. 74, No. 3, pp. 341-358, March 2014.
    BibTeX TR2013-071 PDF
    • @article{Watanabe2013aug,
    • author = {Watanabe, S. and Nakamura, A. and Juang, B.-H.},
    • title = {{Structural Bayesian Linear Regression for Hidden Markov Models}},
    • journal = {Journal of Signal Processing Systems},
    • year = 2014,
    • volume = 74,
    • number = 3,
    • pages = {341--358},
    • month = mar,
    • doi = {10.1007/s11265-013-0785-8},
    • issn = {1939-8018},
    • url = {https://www.merl.com/publications/TR2013-071}
    • }
  •  Yoshino, K., Watanabe, S., Le Roux, J., Hershey, J.R., "Statistical Dialogue Management using Intention Dependency Graph", International Joint Conference on Natural Language Processing (IJCNLP), October 2013.
    BibTeX TR2013-096 PDF
    • @inproceedings{Yoshino2013oct,
    • author = {Yoshino, K. and Watanabe, S. and {Le Roux}, J. and Hershey, J.R.},
    • title = {{Statistical Dialogue Management using Intention Dependency Graph}},
    • booktitle = {International Joint Conference on Natural Language Processing (IJCNLP)},
    • year = 2013,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2013-096}
    • }
  •  Topkaya, I.S., Erdogan, H., Porikli, F., "Detecting and Tracking Unknown Number of Objects with Dirichlet Process Mixture Models and Markov Random Fields", International Symposium on Visual Computing (ISVC), July 2013.
    BibTeX TR2013-078 PDF
    • @inproceedings{Topkaya2013jul,
    • author = {Topkaya, I.S. and Erdogan, H. and Porikli, F.},
    • title = {{Detecting and Tracking Unknown Number of Objects with Dirichlet Process Mixture Models and Markov Random Fields}},
    • booktitle = {International Symposium on Visual Computing (ISVC)},
    • year = 2013,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2013-078}
    • }
  •  Hodlmoser, M., Micusik, B., Pollegeys, M., Liu, M.-Y., Kampel, M., "Model-Based Vehicle Pose Estimation and Tracking in Videos Using Random Forests", 3DTV-Conference (3DTV-CON), June 2013.
    BibTeX TR2013-055 PDF
    • @inproceedings{Hodlmoser2013jun,
    • author = {Hodlmoser, M. and Micusik, B. and Pollegeys, M. and Liu, M.-Y. and Kampel, M.},
    • title = {{Model-Based Vehicle Pose Estimation and Tracking in Videos Using Random Forests}},
    • booktitle = {3DTV-Conference (3DTV-CON)},
    • year = 2013,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2013-055}
    • }
  •  Nikovski, D., Xu, J., Nonaka, M., "A Method for Computing Optimal Set-Point Schedule for HVAC Systems", REHVA World Congress (CLIMA), June 2013.
    BibTeX TR2013-050 PDF
    • @inproceedings{Nikovski2013jun2,
    • author = {Nikovski, D. and Xu, J. and Nonaka, M.},
    • title = {{A Method for Computing Optimal Set-Point Schedule for HVAC Systems}},
    • booktitle = {REHVA World Congress (CLIMA)},
    • year = 2013,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2013-050}
    • }
  •  Nikovski, D., "Operational Planning of Thermal Generators with Factored Markov Decision Process Models", International Conference on Automated Planning and Scheduling (ICAPS), June 2013.
    BibTeX TR2013-048 PDF
    • @inproceedings{Nikovski2013jun1,
    • author = {Nikovski, D.},
    • title = {{Operational Planning of Thermal Generators with Factored Markov Decision Process Models}},
    • booktitle = {International Conference on Automated Planning and Scheduling (ICAPS)},
    • year = 2013,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2013-048}
    • }
  •  Fujii, S., Yoshimoto, K., Ueda, K., Takahashi, S., Nikovski, D., "Fast Runcurve Optimization based on Markov Decision Process", Symposium of the Society of Instrumentation and Control Engineers of Japan (SICE), January 2013.
    BibTeX TR2013-003 PDF
    • @inproceedings{Fujii2013jan,
    • author = {Fujii, S. and Yoshimoto, K. and Ueda, K. and Takahashi, S. and Nikovski, D.},
    • title = {{Fast Runcurve Optimization based on Markov Decision Process}},
    • booktitle = {Symposium of the Society of Instrumentation and Control Engineers of Japan (SICE)},
    • year = 2013,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2013-003}
    • }
  •  Watanabe, S., Nakamura, A., "Bayesian Approaches to Acoustic Modeling: A Review", APSIPA Transactions on Signal and Information Processing, DOI: 10.1017/​ATSIP.2012.6, Vol. 1, December 2012.
    BibTeX TR2012-087 PDF
    • @article{Watanabe2012dec,
    • author = {Watanabe, S. and Nakamura, A.},
    • title = {{Bayesian Approaches to Acoustic Modeling: A Review}},
    • journal = {APSIPA Transactions on Signal and Information Processing},
    • year = 2012,
    • volume = 1,
    • month = dec,
    • doi = {10.1017/ATSIP.2012.6},
    • url = {https://www.merl.com/publications/TR2012-087}
    • }
  •  Gales, M., Watanabe, S., Fosler-Lussier, E., "Structured Discriminative Models For Speech Recognition", IEEE Signal Processing Magazine, Vol. 29, No. 6, pp. 70-81, November 2012.
    BibTeX TR2012-072 PDF
    • @article{Gales2012nov,
    • author = {Gales, M. and Watanabe, S. and Fosler-Lussier, E.},
    • title = {{Structured Discriminative Models For Speech Recognition}},
    • journal = {IEEE Signal Processing Magazine},
    • year = 2012,
    • volume = 29,
    • number = 6,
    • pages = {70--81},
    • month = nov,
    • url = {https://www.merl.com/publications/TR2012-072}
    • }
  •  Nikovski, D., Lidicky, B., Zhang, W., Kataoka, K., Yoshimoto, K., "Markov Decision Processes for Train Run Curve Optimization", Electrical Systems for Aircraft, Railway and Ship Propulsion (ESARS), DOI: 10.1109/​ESARS.2012.6387473, October 2012, pp. 1-6.
    BibTeX TR2012-083 PDF
    • @inproceedings{Nikovski2012oct,
    • author = {Nikovski, D. and Lidicky, B. and Zhang, W. and Kataoka, K. and Yoshimoto, K.},
    • title = {{Markov Decision Processes for Train Run Curve Optimization}},
    • booktitle = {Electrical Systems for Aircraft, Railway and Ship Propulsion (ESARS)},
    • year = 2012,
    • pages = {1--6},
    • month = oct,
    • doi = {10.1109/ESARS.2012.6387473},
    • issn = {2165-9400},
    • isbn = {978-1-4673-1370-4},
    • url = {https://www.merl.com/publications/TR2012-083}
    • }