Publications

629 / 3,734 publications found.


  •  Weninger, F., Watanabe, S., Tachioka, Y., Schuller, B., "Deep Recurrent De-noising Auto-encoder and Blind De-reverberation for Reverberated Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2014.6854478, May 2014, pp. 4623-4627.
    BibTeX TR2014-022 PDF
    • @inproceedings{Weninger2014may1,
    • author = {Weninger, F. and Watanabe, S. and Tachioka, Y. and Schuller, B.},
    • title = {Deep Recurrent De-noising Auto-encoder and Blind De-reverberation for Reverberated Speech Recognition},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2014,
    • pages = {4623--4627},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2014.6854478},
    • url = {https://www.merl.com/publications/TR2014-022}
    • }
  •  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}
    • }
  •  Vincent, E., Barker, J., Watanabe, S., Le Roux, J., Nesta, F., Matassoni, M., "The Second CHiME Speech Separation and Recognition Challenge: An Overview of Challenge Systems and Outcomes", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), DOI: 10.1109/​ASRU.2013.6707723, December 2013, pp. 162-167.
    BibTeX TR2013-119 PDF
    • @inproceedings{Vincent2013dec,
    • author = {Vincent, E. and Barker, J. and Watanabe, S. and {Le Roux}, J. and Nesta, F. and Matassoni, M.},
    • title = {The Second CHiME Speech Separation and Recognition Challenge: An Overview of Challenge Systems and Outcomes},
    • booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
    • year = 2013,
    • pages = {162--167},
    • month = dec,
    • doi = {10.1109/ASRU.2013.6707723},
    • url = {https://www.merl.com/publications/TR2013-119}
    • }
  •  Tachioka, Y., Watanabe, S., "Discriminative Training of Acoustic Models for System Combination", Interspeech, August 2013.
    BibTeX TR2013-074 PDF
    • @inproceedings{Tachioka2013aug,
    • author = {Tachioka, Y. and Watanabe, S.},
    • title = {Discriminative Training of Acoustic Models for System Combination},
    • booktitle = {Interspeech},
    • year = 2013,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2013-074}
    • }
  •  Tachioka, Y., Watanabe, S., Le Roux, J., Hershey, J.R., "Discriminative Methods for Noise Robust Speech Recognition: A CHiME Challenge Benchmark", International Workshop on Machine Listening in Multisource Environments (CHiME), June 2013.
    BibTeX TR2013-044 PDF
    • @inproceedings{Tachioka2013jun,
    • author = {Tachioka, Y. and Watanabe, S. and {Le Roux}, J. and Hershey, J.R.},
    • title = {Discriminative Methods for Noise Robust Speech Recognition: A CHiME Challenge Benchmark},
    • booktitle = {International Workshop on Machine Listening in Multisource Environments (CHiME)},
    • year = 2013,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2013-044}
    • }
  •  Fevotte, C., Le Roux, J., Hershey, J.R., "Non-negative Dynamical System with Application to Speech and Audio", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013.
    BibTeX TR2013-021 PDF Software
    • @inproceedings{Fevotte2013may,
    • author = {Fevotte, C. and {Le Roux}, J. and Hershey, J.R.},
    • title = {Non-negative Dynamical System with Application to Speech and Audio},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2013,
    • month = may,
    • url = {https://www.merl.com/publications/TR2013-021}
    • }
  •  Le Roux, J., Boufounos, P.T., Kang, K., Hershey, J.R., "Source Localization in Reverberant Environments using Sparse Optimization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2013.6638473, May 2013, pp. 4310-4314.
    BibTeX TR2013-022 PDF
    • @inproceedings{LeRoux2013may,
    • author = {{Le Roux}, J. and Boufounos, P.T. and Kang, K. and Hershey, J.R.},
    • title = {Source Localization in Reverberant Environments using Sparse Optimization},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2013,
    • pages = {4310--4314},
    • month = may,
    • doi = {10.1109/ICASSP.2013.6638473},
    • issn = {1520-6149},
    • url = {https://www.merl.com/publications/TR2013-022}
    • }
  •  Tachioka, Y., Watanabe, S., Hershey, J.R., "Effectiveness of Discriminative Training and Feature Transformation for Reverberated and Noisy Speech", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013.
    BibTeX TR2013-020 PDF
    • @inproceedings{Tachioka2013may,
    • author = {Tachioka, Y. and Watanabe, S. and Hershey, J.R.},
    • title = {Effectiveness of Discriminative Training and Feature Transformation for Reverberated and Noisy Speech},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2013,
    • month = may,
    • url = {https://www.merl.com/publications/TR2013-020}
    • }
  •  Vincent, E., Barker, J., Watanabe, S., Le Roux, J., Nesta, F., Matassoni, M., "The Second 'CHiME' Speech Separation and Recognition Challenge: Datasets, Tasks and Baselines", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013.
    BibTeX TR2013-079 PDF
    • @inproceedings{Vincent2013may,
    • author = {Vincent, E. and Barker, J. and Watanabe, S. and {Le Roux}, J. and Nesta, F. and Matassoni, M.},
    • title = {The Second 'CHiME' Speech Separation and Recognition Challenge: Datasets, Tasks and Baselines},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2013,
    • month = may,
    • url = {https://www.merl.com/publications/TR2013-079}
    • }
  •  Watanabe, S., Hershey, J.R., "Stereo-based Feature Enhancement Using Dictionary Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2013.6639034, May 2013, pp. 7073-7077.
    BibTeX TR2013-019 PDF
    • @inproceedings{Watanabe2013may,
    • author = {Watanabe, S. and Hershey, J.R.},
    • title = {Stereo-based Feature Enhancement Using Dictionary Learning},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2013,
    • pages = {7073--7077},
    • month = may,
    • doi = {10.1109/ICASSP.2013.6639034},
    • issn = {1520-6149},
    • url = {https://www.merl.com/publications/TR2013-019}
    • }
  •  Potluru, V.K., Plis, S.M., Le Roux, J., Pearlmutter, B.A., Calhoun, V.D., Hayes, T.P., "Block Coordinate Descent for Sparse NMF", International Conference on Learning Representations (ICLR), May 2013.
    BibTeX TR2013-026 PDF
    • @inproceedings{Potluru2013may,
    • author = {Potluru, V.K. and Plis, S.M. and {Le Roux}, J. and Pearlmutter, B.A. and Calhoun, V.D. and Hayes, T.P.},
    • title = {Block Coordinate Descent for Sparse NMF},
    • booktitle = {International Conference on Learning Representations (ICLR)},
    • year = 2013,
    • month = may,
    • url = {https://www.merl.com/publications/TR2013-026}
    • }
  •  Ruta, A., Porikli, F., "Compressive Clustering of High-Dimensional Data", International Conference on Machine Learning and Applications (ICMLA), December 2012, vol. 1, pp. 380-385.
    BibTeX TR2012-095 PDF
    • @inproceedings{Ruta2012dec,
    • author = {Ruta, A. and Porikli, F.},
    • title = {Compressive Clustering of High-Dimensional Data},
    • booktitle = {International Conference on Machine Learning and Applications (ICMLA)},
    • year = 2012,
    • volume = 1,
    • pages = {380--385},
    • month = dec,
    • isbn = {978-1-4673-4651-1},
    • url = {https://www.merl.com/publications/TR2012-095}
    • }
  •  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}
    • }
  •  Hershey, J.R., Rennie, S.J., Le Roux, J., "Factorial Models for Noise Robust Speech Recognition" in Techniques for Noise Robustness in Automatic Speech Recognition, Virtanen, T. and Singh, R. and Raj, B., Eds., chapter 12, Wiley, November 2012.
    BibTeX TR2012-002 PDF
    • @incollection{Hershey2012nov,
    • author = {Hershey, J.R. and Rennie, S.J. and {Le Roux}, J.},
    • title = {Factorial Models for Noise Robust Speech Recognition},
    • booktitle = {Techniques for Noise Robustness in Automatic Speech Recognition},
    • year = 2012,
    • editor = {Virtanen, T. and Singh, R. and Raj, B.},
    • chapter = 12,
    • month = nov,
    • publisher = {Wiley},
    • url = {https://www.merl.com/publications/TR2012-002}
    • }
  •  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}
    • }
  •  Zhang, J., Borowsky, A., Schmidt-Nielsen, B., Harsham, B., Weinberg, G., Romoser, M.R.E., Fisher, D.L., "Evaluation of Two Types of In-Vehicle Music Retrieval and Navigation Systems", Annual Meeting of the Human Factors and Ergonomics Society (HFES), October 2012.
    BibTeX TR2012-097 PDF
    • @inproceedings{Zhang2012oct,
    • author = {Zhang, J. and Borowsky, A. and Schmidt-Nielsen, B. and Harsham, B. and Weinberg, G. and Romoser, M.R.E. and Fisher, D.L.},
    • title = {Evaluation of Two Types of In-Vehicle Music Retrieval and Navigation Systems},
    • booktitle = {Annual Meeting of the Human Factors and Ergonomics Society (HFES)},
    • year = 2012,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2012-097}
    • }
  •  Hodlmoser, M., Micusik, B., Liu, M.-Y., Pollefeys, M., Kaampel, M., "Classification and Pose Estimation of Vehicles in Videos by 3D Modeling within Discrete-Continuous Optimization", IEEE International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), DOI: 10.1109/​3DIMPVT.2012.23, October 2012.
    BibTeX TR2012-081 PDF
    • @inproceedings{Hodlmoser2012oct,
    • author = {Hodlmoser, M. and Micusik, B. and Liu, M.-Y. and Pollefeys, M. and Kaampel, M.},
    • title = {Classification and Pose Estimation of Vehicles in Videos by 3D Modeling within Discrete-Continuous Optimization},
    • booktitle = {IEEE International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT)},
    • year = 2012,
    • month = oct,
    • doi = {10.1109/3DIMPVT.2012.23},
    • url = {https://www.merl.com/publications/TR2012-081}
    • }
  •  Nikovski, D., Esenther, A., Ye, X., Shiba, M., Takayama, S., "Bayesian Networks for Matcher Composition in Automatic Schema Matching", International Conference on Enterprise Information Systems (ICEIS), June 2012, vol. 1, pp. 48-55.
    BibTeX TR2012-050 PDF
    • @inproceedings{Nikovski2012jun,
    • author = {Nikovski, D. and Esenther, A. and Ye, X. and Shiba, M. and Takayama, S.},
    • title = {Bayesian Networks for Matcher Composition in Automatic Schema Matching},
    • booktitle = {International Conference on Enterprise Information Systems (ICEIS)},
    • year = 2012,
    • volume = 1,
    • pages = {48--55},
    • month = jun,
    • url = {https://www.merl.com/publications/TR2012-050}
    • }
  •  Chi, Y., Porikli, F., "Connecting the Dots in Multi-Class Classification: From Nearest Subspace to Collaborative Representation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2012, pp. 3602-3609.
    BibTeX TR2012-043 PDF
    • @inproceedings{Chi2012jun,
    • author = {Chi, Y. and Porikli, F.},
    • title = {Connecting the Dots in Multi-Class Classification: From Nearest Subspace to Collaborative Representation},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2012,
    • pages = {3602--3609},
    • month = jun,
    • url = {https://www.merl.com/publications/TR2012-043}
    • }
  •  Joshi, A.J., Porikli, F., Papanikolopoulos, N., "Coverage Optimized Active Learning for k - NN Classifiers", IEEE International Conference on Robotics and Automation (ICRA), DOI: 10.1109/​ICRA.2012.6225054, May 2012, pp. 5353-5358.
    BibTeX TR2012-036 PDF
    • @inproceedings{Joshi2012may,
    • author = {Joshi, A.J. and Porikli, F. and Papanikolopoulos, N.},
    • title = {Coverage Optimized Active Learning for k - NN Classifiers},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    • year = 2012,
    • pages = {5353--5358},
    • month = may,
    • doi = {10.1109/ICRA.2012.6225054},
    • url = {https://www.merl.com/publications/TR2012-036}
    • }
  •  Heaukulani, C., Le Roux, J., Hershey, J.R., "Latent Dirichlet Reallocation for Term Swapping", International Workshop on Statistical Machine Learning for Speech Processing (IWSML), March 2012.
    BibTeX TR2012-022 PDF
    • @inproceedings{Heaukulani2012mar,
    • author = {Heaukulani, C. and {Le Roux}, J. and Hershey, J.R.},
    • title = {Latent Dirichlet Reallocation for Term Swapping},
    • booktitle = {International Workshop on Statistical Machine Learning for Speech Processing (IWSML)},
    • year = 2012,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2012-022}
    • }
  •  Le Roux, J., Hershey, J.R., "Indirect Model-based Speech Enhancement", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP-2012.6288806, March 2012, pp. 4045-4048.
    BibTeX TR2012-016 PDF
    • @inproceedings{LeRoux2012mar2,
    • author = {{Le Roux}, J. and Hershey, J.R.},
    • title = {Indirect Model-based Speech Enhancement},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • pages = {4045--4048},
    • month = mar,
    • doi = {10.1109/ICASSP-2012.6288806},
    • issn = {1520-6149},
    • isbn = {978-1-4673-0045-2},
    • url = {https://www.merl.com/publications/TR2012-016}
    • }
  •  Rao, N., Porikli, F., "A Clustering Approach to Optimize Online Dictionary Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2012.
    BibTeX TR2012-017 PDF
    • @inproceedings{Rao2012mar,
    • author = {Rao, N. and Porikli, F.},
    • title = {A Clustering Approach to Optimize Online Dictionary Learning},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2012-017}
    • }
  •  Sundaresan, R., Porikli, F., "Additive Noise Removal by Sparse Reconstruction on Image Affinity Nets", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2012.
    BibTeX TR2012-019 PDF
    • @inproceedings{Sundaresan2012mar,
    • author = {Sundaresan, R. and Porikli, F.},
    • title = {Additive Noise Removal by Sparse Reconstruction on Image Affinity Nets},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2012-019}
    • }
  •  Wang, Y., Porikli, F., "Multiple Dictionary Learning for Blocking Artifacts Reduction", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2012.
    BibTeX TR2012-014 PDF
    • @inproceedings{Wang2012mar1,
    • author = {Wang, Y. and Porikli, F.},
    • title = {Multiple Dictionary Learning for Blocking Artifacts Reduction},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2012,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2012-014}
    • }