Publications

631 / 2,443 publications found.


  •  Tachioka, Y.; Watanabe, S., "Uncertainty Training and Decoding Methods of Deep Neural Networks Based on Stochastic Representation of Enhanced Features", Interspeech, ISBN: 978-1-5108-1790-6, September 2015, vol. 1 or 5, pp. 3541.
    BibTeX Download PDFRead TR2015-099
    • @inproceedings{Tachioka2015sep,
    • author = {Tachioka, Y. and Watanabe, S.},
    • title = {Uncertainty Training and Decoding Methods of Deep Neural Networks Based on Stochastic Representation of Enhanced Features},
    • booktitle = {Interspeech},
    • year = 2015,
    • volume = {1 or 5},
    • pages = 3541,
    • month = sep,
    • isbn = {978-1-5108-1790-6},
    • url = {http://www.merl.com/publications/TR2015-099}
    • }
  •  Liu, D.; Lu, D., "Off-the-Grid Compressive Sensing for Broken-Rotor-Bar Fault Detection in Squirrel-Cage Induction Motors", IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS), DOI: 10.1016/j.ifacol.2015.09.729, September 2015, vol. 48, pp. 1451-1456.
    BibTeX Download PDFRead TR2015-096
    • @inproceedings{Liu2015sep1,
    • author = {Liu, D. and Lu, D.},
    • title = {Off-the-Grid Compressive Sensing for Broken-Rotor-Bar Fault Detection in Squirrel-Cage Induction Motors},
    • booktitle = {IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)},
    • year = 2015,
    • volume = 48,
    • number = 21,
    • pages = {1451--1456},
    • month = sep,
    • doi = {10.1016/j.ifacol.2015.09.729},
    • url = {http://www.merl.com/publications/TR2015-096}
    • }
  •  Weninger, F.J.; Erdogan, H.; Watanabe, S.; Vincent, E.; Le Roux, J.; Hershey, J.R.; Schuller, B.W., "Speech Enhancement with LSTM Recurrent Neural Networks and Its Application to Noise-Robust ASR", Latent Variable Analysis and Signal Separation Conference (LVA), DOI: 10.1007/978-3-319-22482-4_11, ISBN: 978-3-319-22482-4, August 2015, vol. 9237, pp. 91-99.
    BibTeX Download PDFRead TR2015-094
    • @inproceedings{Weninger2015aug,
    • author = {Weninger, F.J. and Erdogan, H. and Watanabe, S. and Vincent, E. and {Le Roux}, J. and Hershey, J.R. and Schuller, B.W.},
    • title = {Speech Enhancement with LSTM Recurrent Neural Networks and Its Application to Noise-Robust ASR},
    • booktitle = {Latent Variable Analysis and Signal Separation Conference (LVA)},
    • year = 2015,
    • volume = 9237,
    • pages = {91--99},
    • month = aug,
    • doi = {10.1007/978-3-319-22482-4_11},
    • isbn = {978-3-319-22482-4},
    • url = {http://www.merl.com/publications/TR2015-094}
    • }
  •  Kumar, R.; Da Silva, C.; Akalin, O.; Aravkin, A.; Mansour, H.; Recht, B.; Herrmann, F., "Efficient Matrix Completion for Seismic Data Reconstruction", Geophysics, DOI: 10.1190/geo2014-0369.1, Vol. 20, No. 5, pp. 97-114, August 2015.
    BibTeX Download PDFRead TR2015-053
    • @article{Kumar2015jul,
    • author = {Kumar, R. and {Da Silva}, C. and Akalin, O. and Aravkin, A. and Mansour, H. and Recht, B. and Herrmann, F.},
    • title = {Efficient Matrix Completion for Seismic Data Reconstruction},
    • journal = {Geophysics},
    • year = 2015,
    • volume = 20,
    • number = 5,
    • pages = {97--114},
    • month = aug,
    • publisher = {Society of Exploration Geophysicists},
    • doi = {10.1190/geo2014-0369.1},
    • url = {http://www.merl.com/publications/TR2015-053}
    • }
  •  Liu, D., "Compressive Sensing Based 3D Imaging Using a Moving MIMO Array", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), DOI: 10.1109/IGARSS.2015.7326449, ISSN: 2153-6996, July 2015, pp. 3010-3013.
    BibTeX Download PDFRead TR2015-090
    • @inproceedings{Liu2015jul2,
    • author = {Liu, D.},
    • title = {Compressive Sensing Based 3D Imaging Using a Moving MIMO Array},
    • booktitle = {IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
    • year = 2015,
    • pages = {3010--3013},
    • month = jul,
    • doi = {10.1109/IGARSS.2015.7326449},
    • issn = {2153-6996},
    • url = {http://www.merl.com/publications/TR2015-090}
    • }
  •  Vaccaro, R.; Boufounos, P.T.; Benosman, M., "Resolution-Directed Optimization-Based Distributed Sensing", SIAM Conference on Control and its Applications, DOI: 10.1137/1.9781611974072.24, ISBN: 978-1-61197-407-2, July 2015, pp. 167-174.
    BibTeX Download PDFRead TR2015-050
    • @inproceedings{Vaccaro2015jul,
    • author = {Vaccaro, R. and Boufounos, P.T. and Benosman, M.},
    • title = {Resolution-Directed Optimization-Based Distributed Sensing},
    • booktitle = {SIAM Conference on Control and its Applications},
    • year = 2015,
    • pages = {167--174},
    • month = jul,
    • doi = {10.1137/1.9781611974072.24},
    • isbn = {978-1-61197-407-2},
    • url = {http://www.merl.com/publications/TR2015-050}
    • }
  •  Tachioka, Y.; Narita, T.; Watanabe, S., "Effectiveness of Dereverberation, Feature Transformation, Discriminative Training Methods, and System Combination Approach for Various Reverberant Environments", EURASIP Journal on Advances in Signal Processing, DOI: 10.1186/s13634-015-0241-y, June 2015.
    BibTeX Download PDFRead TR2015-152
    • @article{Tachioka2015jun,
    • author = {Tachioka, Y. and Narita, T. and Watanabe, S.},
    • title = {Effectiveness of Dereverberation, Feature Transformation, Discriminative Training Methods, and System Combination Approach for Various Reverberant Environments},
    • journal = {EURASIP Journal on Advances in Signal Processing},
    • year = 2015,
    • month = jun,
    • doi = {10.1186/s13634-015-0241-y},
    • url = {http://www.merl.com/publications/TR2015-152}
    • }
  •  Waters, R.C., "MERL Annual Report 2015", merl.com, June 2015.
  •  Boufounos, P.T.; Mansour, H., "Universal Embeddings for Kernel Machine Classification", International Conference on Sampling Theory and Applications (SampTA), DOI: 10.1109/SAMPTA.2015.7148902, May 2015, pp. 307-311.
    BibTeX Download PDFRead TR2015-070
    • @inproceedings{Boufounos2015may,
    • author = {Boufounos, P.T. and Mansour, H.},
    • title = {Universal Embeddings for Kernel Machine Classification},
    • booktitle = {International Conference on Sampling Theory and Applications (SampTA)},
    • year = 2015,
    • pages = {307--311},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/SAMPTA.2015.7148902},
    • url = {http://www.merl.com/publications/TR2015-070}
    • }
  •  Erdogan, H.; Hershey, J.R.; Watanabe, S.; Le Roux, J., "Phase-Sensitive and Recognition-Boosted Speech Separation Using Deep Recurrent Neural Networks", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2015.7178061, April 2015, pp. 708-712.
    BibTeX Download PDFRead TR2015-031
    • @inproceedings{Erdogan2015apr,
    • author = {Erdogan, H. and Hershey, J.R. and Watanabe, S. and {Le Roux}, J.},
    • title = {Phase-Sensitive and Recognition-Boosted Speech Separation Using Deep Recurrent Neural Networks},
    • booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {708--712},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7178061},
    • url = {http://www.merl.com/publications/TR2015-031}
    • }
  •  Kadambi, A.; Boufounos, P.T., "Coded Aperture Compressive 3-D LIDAR", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2015.7178153, April 2015, pp. 1166-1170.
    BibTeX Download PDFRead TR2015-028
    • @inproceedings{Kadambi2015apr,
    • author = {Kadambi, A. and Boufounos, P.T.},
    • title = {Coded Aperture Compressive 3-D LIDAR},
    • booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    • year = 2015,
    • pages = {1166--1170},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2015.7178153},
    • url = {http://www.merl.com/publications/TR2015-028}
    • }
  •  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 Download PDFRead TR2015-029
    • @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 = {http://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 Download PDFRead TR2015-030
    • @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 = {http://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 Download PDFRead TR2015-027
    • @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 = {http://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 Download PDFRead TR2015-026
    • @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 = {http://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 Download PDFRead TR2015-032
    • @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 = {http://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 Download PDFRead TR2015-033
    • @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 = {http://www.merl.com/publications/TR2015-033}
    • }
  •  Boufounos, P.T.; Mansour, H., "Kernel Machine Classification Using Universal Embeddings", Data Compression Conference (DCC), DOI: 10.1109/DCC.2015.61, ISSN: 1068-0314, April 2015, pp. 440.
    BibTeX Download PDFRead TR2015-044
    • @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 = {http://www.merl.com/publications/TR2015-044}
    • }
  •  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, ISSN: 1068-0314, April 2015, pp. 13-22.
    BibTeX Download PDFRead TR2015-046
    • @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 = {http://www.merl.com/publications/TR2015-046}
    • }
  •  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 Download PDFRead TR2015-023
    • @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 = {http://www.merl.com/publications/TR2015-023}
    • }