Publications

251 / 3,825 publications found.


  •  Atalar, O., Millar, D.S., Wang, P., Koike-Akino, T., Kojima, K., Orlik, P.V., Parsons, K., "Spectrally sparse optical coherence tomography", Optics Express, DOI: 10.1364/​OE.409539, Vol. 28, No. 25, pp. 37798-37810, October 2020.
    BibTeX TR2020-156 PDF
    • @article{Atalar2020oct,
    • author = {Atalar, Okan and Millar, David S. and Wang, Pu and Koike-Akino, Toshiaki and Kojima, Keisuke and Orlik, Philip V. and Parsons, Kieran},
    • title = {{Spectrally sparse optical coherence tomography}},
    • journal = {Optics Express},
    • year = 2020,
    • volume = 28,
    • number = 25,
    • pages = {37798--37810},
    • month = oct,
    • doi = {10.1364/OE.409539},
    • url = {https://www.merl.com/publications/TR2020-156}
    • }
  •  Moritz, N., Wichern, G., Hori, T., Le Roux, J., "All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection", Interspeech, DOI: 10.21437/​Interspeech.2020-2757, October 2020, pp. 3112-3116.
    BibTeX TR2020-138 PDF Presentation
    • @inproceedings{Moritz2020oct,
    • author = {Moritz, Niko and Wichern, Gordon and Hori, Takaaki and {Le Roux}, Jonathan},
    • title = {{All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection}},
    • booktitle = {Interspeech},
    • year = 2020,
    • pages = {3112--3116},
    • month = oct,
    • doi = {10.21437/Interspeech.2020-2757},
    • issn = {1990-9772},
    • url = {https://www.merl.com/publications/TR2020-138}
    • }
  •  Manilow, E., Wichern, G., Le Roux, J., "Hierarchical Musical Instrument Separation", International Society for Music Information Retrieval (ISMIR) Conference, October 2020, pp. 376-383.
    BibTeX TR2020-136 PDF Software
    • @inproceedings{Manilow2020oct,
    • author = {Manilow, Ethan and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Hierarchical Musical Instrument Separation}},
    • booktitle = {International Society for Music Information Retrieval (ISMIR) Conference},
    • year = 2020,
    • pages = {376--383},
    • month = oct,
    • isbn = {978-0-9813537-0-8},
    • url = {https://www.merl.com/publications/TR2020-136}
    • }
  •  Seetharaman, P., Wichern, G., Pardo, B., Le Roux, J., "Autoclip: Adaptive Gradient Clipping For Source Separation Networks", IEEE International Workshop on Machine Learning for Signal Processing (MLSP), DOI: 10.1109/​MLSP49062.2020.9231926, September 2020.
    BibTeX TR2020-132 PDF
    • @inproceedings{Seetharaman2020sep,
    • author = {Seetharaman, Prem and Wichern, Gordon and Pardo, Bryan and {Le Roux}, Jonathan},
    • title = {{Autoclip: Adaptive Gradient Clipping For Source Separation Networks}},
    • booktitle = {IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
    • year = 2020,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/MLSP49062.2020.9231926},
    • url = {https://www.merl.com/publications/TR2020-132}
    • }
  •  Pishdadian, F., Wichern, G., Le Roux, J., "Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision", IEEE/ACM Transactions on Audio, Speech, and Language Processing, DOI: 10.1109/​TASLP.2020.3013105, Vol. 28, pp. 2386-2399, September 2020.
    BibTeX TR2020-126 PDF
    • @article{Pishdadian2020sep,
    • author = {Pishdadian, Fatemeh and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision}},
    • journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
    • year = 2020,
    • volume = 28,
    • pages = {2386--2399},
    • month = sep,
    • doi = {10.1109/TASLP.2020.3013105},
    • url = {https://www.merl.com/publications/TR2020-126}
    • }
  •  Birch, D.A., Brand, M., "Design of freeforms to uniformly illuminate polygonal targets from extended sources via edge ray mapping", Applied Optics, DOI: 10.1364/​AO.392193, Vol. 59, No. 22, pp. 6490-6496, August 2020.
    BibTeX TR2020-183 PDF
    • @article{Birch2020aug,
    • author = {Birch, Daniel A. and Brand, Matthew},
    • title = {{Design of freeforms to uniformly illuminate polygonal targets from extended sources via edge ray mapping}},
    • journal = {Applied Optics},
    • year = 2020,
    • volume = 59,
    • number = 22,
    • pages = {6490--6496},
    • month = aug,
    • doi = {10.1364/AO.392193},
    • url = {https://www.merl.com/publications/TR2020-183}
    • }
  •  Seetharaman, P., Wichern, G., Le Roux, J., Pardo, B., "Bootstrapping Unsupervised Deep Music Separation from Primitive Auditory Grouping Principles", ICML 2020 Workshop on Self-supervision in Audio and Speech, July 2020.
    BibTeX TR2020-111 PDF
    • @inproceedings{Seetharaman2020jul,
    • author = {Seetharaman, Prem and Wichern, Gordon and {Le Roux}, Jonathan and Pardo, Bryan},
    • title = {{Bootstrapping Unsupervised Deep Music Separation from Primitive Auditory Grouping Principles}},
    • booktitle = {ICML 2020 Workshop on Self-supervision in Audio and Speech},
    • year = 2020,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2020-111}
    • }
  •  Muralidharan, V., Weiss, A., Kalabic, U., "Tracking neighboring quasi-satellite orbits around Phobos", World Congress of the International Federation of Automatic Control (IFAC), Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann, Eds., DOI: 10.1016/​j.ifacol.2020.12.1952, July 2020, pp. 14906–14911.
    BibTeX TR2020-102 PDF
    • @inproceedings{Muralidharan2020jul,
    • author = {Muralidharan, Vivek and Weiss, Avishai and Kalabic, Uros},
    • title = {{Tracking neighboring quasi-satellite orbits around Phobos}},
    • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
    • year = 2020,
    • editor = {Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann},
    • pages = {14906–14911},
    • month = jul,
    • publisher = {Elsevier},
    • doi = {10.1016/j.ifacol.2020.12.1952},
    • url = {https://www.merl.com/publications/TR2020-102}
    • }
  •  Pishdadian, F., Wichern, G., Le Roux, J., "Learning to Separate Sounds From Weakly Labeled Scenes", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP40776.2020.9053055, April 2020, pp. 91-95.
    BibTeX TR2020-038 PDF Video Presentation
    • @inproceedings{Pishdadian2020apr,
    • author = {Pishdadian, Fatemeh and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Learning to Separate Sounds From Weakly Labeled Scenes}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2020,
    • pages = {91--95},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP40776.2020.9053055},
    • issn = {2379-190X},
    • isbn = {978-1-5090-6631-5},
    • url = {https://www.merl.com/publications/TR2020-038}
    • }
  •  Maciejewski, M., Wichern, G., McQuinn, E., Le Roux, J., "WHAMR!: Noisy and Reverberant Single-Channel Speech Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP40776.2020.9053327, April 2020, pp. 696-700.
    BibTeX TR2020-042 PDF Video Presentation
    • @inproceedings{Maciejewski2020apr,
    • author = {Maciejewski, Matthew and Wichern, Gordon and McQuinn, Emmett and {Le Roux}, Jonathan},
    • title = {{WHAMR!: Noisy and Reverberant Single-Channel Speech Separation}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2020,
    • pages = {696--700},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP40776.2020.9053327},
    • issn = {2379-190X},
    • isbn = {978-1-5090-6631-5},
    • url = {https://www.merl.com/publications/TR2020-042}
    • }
  •  Tian, N., Fang, H., Chen, J., Wang, Y., "Nonlinear Double-Capacitor Model for Rechargeable Batteries: Modeling, Identification and Validation", IEEE Transactions on Control Systems Technology, DOI: 10.1109/​TCST.2020.2976036, pp. 1-15, April 2020.
    BibTeX TR2020-035 PDF
    • @article{Tian2020apr,
    • author = {Tian, Ning and Fang, Huazhen and Chen, Jian and Wang, Yebin},
    • title = {{Nonlinear Double-Capacitor Model for Rechargeable Batteries: Modeling, Identification and Validation}},
    • journal = {IEEE Transactions on Control Systems Technology},
    • year = 2020,
    • pages = {1--15},
    • month = apr,
    • doi = {10.1109/TCST.2020.2976036},
    • url = {https://www.merl.com/publications/TR2020-035}
    • }
  •  Zhang, S., Zhang, S., Wang, B., Habetler, T., "Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive Review", IEEE Access, DOI: 10.1109/​ACCESS.2020.2972859, Vol. 8, pp. 29857-29881, March 2020.
    BibTeX TR2020-034 PDF
    • @article{Zhang2020mar,
    • author = {Zhang, Shen and Zhang, Shibo and Wang, Bingnan and Habetler, Thomas},
    • title = {{Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive Review}},
    • journal = {IEEE Access},
    • year = 2020,
    • volume = 8,
    • pages = {29857--29881},
    • month = mar,
    • doi = {10.1109/ACCESS.2020.2972859},
    • issn = {2169-3536},
    • url = {https://www.merl.com/publications/TR2020-034}
    • }
  •  Chang, X., Zhang, W., Qian, Y., Le Roux, J., Watanabe, S., "MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), December 2019, pp. 237-144.
    BibTeX TR2019-157 PDF
    • @inproceedings{Chang2019dec,
    • author = {Chang, Xuankai and Zhang, Wangyou and Qian, Yanmin and {Le Roux}, Jonathan and Watanabe, Shinji},
    • title = {{MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition}},
    • booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
    • year = 2019,
    • pages = {237--144},
    • month = dec,
    • isbn = {978-1-7281-0305-1},
    • url = {https://www.merl.com/publications/TR2019-157}
    • }
  •  Karita, S., Chen, N., Hayashi, T., Hori, T., Inaguma, H., Jiang, Z., Someki, M., Enrique Yalta Soplin, N., Yamamoto, R., Wang, X., Watanabe, S., Yoshimura, T., Zhang, W., "A Comparative Study on Transformer Vs RNN in Speech Applications", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), DOI: 10.1109/​ASRU46091.2019.9003750, December 2019, pp. 449-456.
    BibTeX TR2019-158 PDF
    • @inproceedings{Karita2019dec,
    • author = {Karita, Shigeki and Chen, Nanxin and Hayashi, Tomoki and Hori, Takaaki and Inaguma, Hirofumi and Jiang, Ziyan and Someki, Masao and Enrique Yalta Soplin, Nelson and Yamamoto, Ryuichi and Wang, Xiaofei and Watanabe, Shinji and Yoshimura, Takenori and Zhang, Wangyou},
    • title = {{A Comparative Study on Transformer Vs RNN in Speech Applications}},
    • booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
    • year = 2019,
    • pages = {449--456},
    • month = dec,
    • doi = {10.1109/ASRU46091.2019.9003750},
    • url = {https://www.merl.com/publications/TR2019-158}
    • }
  •  Nabi, S., Grover, P., Caulfield, C., "Nonlinear Optimal Control Strategies for Buoyancy-Driven Flows in the Built Environment", Journal of Computers and Fluids, DOI: 10.1016/​j.compfluid.2019.104313, Vol. 194, No. 104313, December 2019.
    BibTeX TR2019-151 PDF
    • @article{Nabi2019dec,
    • author = {Nabi, Saleh and Grover, Piyush and Caulfield, Colm},
    • title = {{Nonlinear Optimal Control Strategies for Buoyancy-Driven Flows in the Built Environment}},
    • journal = {Journal of Computers and Fluids},
    • year = 2019,
    • volume = 194,
    • number = 104313,
    • month = dec,
    • doi = {10.1016/j.compfluid.2019.104313},
    • url = {https://www.merl.com/publications/TR2019-151}
    • }
  •  Zhang, Z., Wu, Y., Wang, G., "Unsupervised Deep Feature Transfer for Low Resolution Image Classification", IEEE International Conference on Computer Vision Workshops (ICCV), DOI: 10.1109/​ICCVW.2019.00136, October 2019, pp. 1065-1069.
    BibTeX TR2019-127 PDF
    • @inproceedings{Zhang2019oct,
    • author = {Zhang, Ziming and Wu, Yuanwei and Wang, Guanghui},
    • title = {{Unsupervised Deep Feature Transfer for Low Resolution Image Classification}},
    • booktitle = {IEEE International Conference on Computer Vision Workshops (ICCV)},
    • year = 2019,
    • pages = {1065--1069},
    • month = oct,
    • doi = {10.1109/ICCVW.2019.00136},
    • url = {https://www.merl.com/publications/TR2019-127}
    • }
  •  Manilow, E., Wichern, G., Seetharaman, P., Le Roux, J., "Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), DOI: 10.1109/​WASPAA.2019.8937170, October 2019, pp. 45-49.
    BibTeX TR2019-124 PDF
    • @inproceedings{Manilow2019oct,
    • author = {Manilow, Ethan and Wichern, Gordon and Seetharaman, Prem and {Le Roux}, Jonathan},
    • title = {{Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity}},
    • booktitle = {IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
    • year = 2019,
    • pages = {45--49},
    • month = oct,
    • doi = {10.1109/WASPAA.2019.8937170},
    • issn = {1947-1629},
    • isbn = {978-1-7281-1123-0},
    • url = {https://www.merl.com/publications/TR2019-124}
    • }
  •  Ma, T., Komatsu, T., Wang, B., Wang, Y., Lin, C., "Observer Designs for Simultaneous Temperature and Loss Estimation for Electric Motors: A Comparative Study", IEEE Industrial Electronics Society (IECON), DOI: 10.1109/​IECON.2019.8927182, October 2019, pp. 1234-1241.
    BibTeX TR2019-122 PDF
    • @inproceedings{Ma2019oct,
    • author = {Ma, Tong and Komatsu, Taiga and Wang, Bingnan and Wang, Yebin and Lin, Chungwei},
    • title = {{Observer Designs for Simultaneous Temperature and Loss Estimation for Electric Motors: A Comparative Study}},
    • booktitle = {IEEE Industrial Electronics Society (IECON)},
    • year = 2019,
    • pages = {1234--1241},
    • month = oct,
    • doi = {10.1109/IECON.2019.8927182},
    • issn = {1553-572X},
    • url = {https://www.merl.com/publications/TR2019-122}
    • }
  •  Bhamidipati, S., Kim, K.J., Sun, H., Orlik, P.V., "GPS Spoofing Detection and Mitigation in PMUs Using Distributed Multiple Directional Antennas", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC.2019.8761208, June 2019, pp. 1-7.
    BibTeX TR2019-023 PDF
    • @inproceedings{Bhamidipati2019jun,
    • author = {Bhamidipati, Sriramya and Kim, Kyeong Jin and Sun, Hongbo and Orlik, Philip V.},
    • title = {{GPS Spoofing Detection and Mitigation in PMUs Using Distributed Multiple Directional Antennas}},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2019,
    • pages = {1--7},
    • month = jun,
    • doi = {10.1109/ICC.2019.8761208},
    • url = {https://www.merl.com/publications/TR2019-023}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Brand, M., Birch, D.A., "Freeform irradiance tailoring for light fields", Optics Express, DOI: 10.1364/​OE.27.00A611, Vol. 27, No. 12, pp. A611-A619, May 2019.
    BibTeX TR2019-019 PDF
    • @article{Brand2019may,
    • author = {Brand, Matthew and Birch, Daniel A.},
    • title = {{Freeform irradiance tailoring for light fields}},
    • journal = {Optics Express},
    • year = 2019,
    • volume = 27,
    • number = 12,
    • pages = {A611--A619},
    • month = may,
    • doi = {10.1364/OE.27.00A611},
    • url = {https://www.merl.com/publications/TR2019-019}
    • }
  •  Wang, P., Millar, D.S., Parsons, K., Ma, R., Orlik, P.V., "Range Accuracy Analysis for FMCW Systems with Source Nonlinearity", IEEE International Conference on Microwaves for Intelligent Mobility (ICMIM), DOI: 10.1109/​ICMIM.2019.8726679, April 2019, pp. 1-5.
    BibTeX TR2019-018 PDF
    • @inproceedings{Wang2019apr,
    • author = {Wang, Pu and Millar, David S. and Parsons, Kieran and Ma, Rui and Orlik, Philip V.},
    • title = {{Range Accuracy Analysis for FMCW Systems with Source Nonlinearity}},
    • booktitle = {IEEE International Conference on Microwaves for Intelligent Mobility (ICMIM)},
    • year = 2019,
    • pages = {1--5},
    • month = apr,
    • doi = {10.1109/ICMIM.2019.8726679},
    • url = {https://www.merl.com/publications/TR2019-018}
    • }