Publications

202 / 2,509 publications found.


  •  Simsekli, U.; Le Roux, J.; Hershey, J.R., "Non-negative Source-filter Dynamical System for Speech Enhancement", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2014.6854797, May 2014, pp. 6206-6210.
    BibTeX Download PDFRead TR2014-027
    • @inproceedings{Simsekli2014may,
    • author = {Simsekli, U. and {Le Roux}, J. and Hershey, J.R.},
    • title = {Non-negative Source-filter Dynamical System for Speech Enhancement},
    • booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    • year = 2014,
    • pages = {6206--6210},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2014.6854797},
    • url = {http://www.merl.com/publications/TR2014-027}
    • }
  •  Tang, H.; Watanabe, S.; Marks, T.K.; Hershey, J.R., "Log-linear Dialog Manager", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2014.6854371, May 2014, pp. 4092-4096.
    BibTeX Download PDFRead TR2014-024
    • @inproceedings{Tang2014may,
    • author = {Tang, H. and Watanabe, S. and Marks, T.K. and Hershey, J.R.},
    • title = {Log-linear Dialog Manager},
    • booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    • year = 2014,
    • pages = {4092--4096},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2014.6854371},
    • url = {http://www.merl.com/publications/TR2014-024}
    • }
  •  Watanabe, S.; Le Roux, J., "Black Box Optimization for Automatic Speech Recognition", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2014.6854202, May 2014, pp. 3256-3260.
    BibTeX Download PDFRead TR2014-021
    • @inproceedings{Watanabe2014may,
    • author = {Watanabe, S. and {Le Roux}, J.},
    • title = {Black Box Optimization for Automatic Speech Recognition},
    • booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    • year = 2014,
    • pages = {3256--3260},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2014.6854202},
    • url = {http://www.merl.com/publications/TR2014-021}
    • }
  •  Weng, C.; Yu, D.; Watanabe, S.; Juang, B.-H.F., "Recurrent Deep Neural Networks for Robust Speech Recognition", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2014.6854661, May 2014, pp. 5532-5536.
    BibTeX Download PDFRead TR2014-023
    • @inproceedings{Weng2014may,
    • author = {Weng, C. and Yu, D. and Watanabe, S. and Juang, B.-H.F.},
    • title = {Recurrent Deep Neural Networks for Robust Speech Recognition},
    • booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    • year = 2014,
    • pages = {5532--5536},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP.2014.6854661},
    • url = {http://www.merl.com/publications/TR2014-023}
    • }
  •  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 Download PDFRead TR2014-022
    • @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 = {http://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, ISSN: 1939-8018, Vol. 74, No. 3, pp. 341-358, March 2014.
    BibTeX Download PDFRead TR2013-071
    • @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 = {http://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 Download PDFRead TR2013-119
    • @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 = {http://www.merl.com/publications/TR2013-119}
    • }
  •  Potluru, V.K.; Le Roux, J.; Pearlmutter, B.A.; Hershey, J.R.; Brand, M.E., "Coordinate Descent for Mixed-norm NMF", NIPS Workshop: Greedy Algorithms, Frank-Wolfe and Friends - A Modern Perspective, December 2013.
    BibTeX Download PDFRead TR2013-130
    • @inproceedings{Potluru2013dec,
    • author = {Potluru, V.K. and {Le Roux}, J. and Pearlmutter, B.A. and Hershey, J.R. and Brand, M.E.},
    • title = {Coordinate Descent for Mixed-norm NMF},
    • booktitle = {NIPS Workshop: Greedy Algorithms, Frank-Wolfe and Friends - A Modern Perspective},
    • year = 2013,
    • month = dec,
    • url = {http://www.merl.com/publications/TR2013-130}
    • }
  •  Portelo, J.; Raj, B.; Boufounos, P.; Trancoso, I.; Abad, A., "Speaker Verification Using Secure Binary Embeddings", European Signal Processing Conference (EUSIPCO), September 2013.
    BibTeX Download PDFRead TR2013-082
    • @inproceedings{Portelo2013sep,
    • author = {Portelo, J. and Raj, B. and Boufounos, P. and Trancoso, I. and Abad, A.},
    • title = {Speaker Verification Using Secure Binary Embeddings},
    • booktitle = {European Signal Processing Conference (EUSIPCO)},
    • year = 2013,
    • month = sep,
    • url = {http://www.merl.com/publications/TR2013-082}
    • }
  •  Tachioka, Y.; Watanabe, S., "Discriminative Training of Acoustic Models for System Combination", Interspeech, August 2013.
    BibTeX Download PDFRead TR2013-074
    • @inproceedings{Tachioka2013aug,
    • author = {Tachioka, Y. and Watanabe, S.},
    • title = {Discriminative Training of Acoustic Models for System Combination},
    • booktitle = {Interspeech},
    • year = 2013,
    • month = aug,
    • url = {http://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 Download PDFRead TR2013-044
    • @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 = {http://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 Download PDFRead TR2013-021
    • @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 = {http://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, ISSN: 1520-6149, May 2013, pp. 4310-4314.
    BibTeX Download PDFRead TR2013-022
    • @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 = {http://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 Download PDFRead TR2013-020
    • @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 = {http://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 Download PDFRead TR2013-079
    • @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 = {http://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, ISSN: 1520-6149, May 2013, pp. 7073-7077.
    BibTeX Download PDFRead TR2013-019
    • @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 = {http://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 Download PDFRead TR2013-026
    • @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 = {http://www.merl.com/publications/TR2013-026}
    • }
  •  Le Roux, J.; Vincent, E., "Consistent Wiener Filtering for Audio Source Separation", IEEE Signal Processing Letters, DOI: 10.1109/LSP.2012.2225617, Vol. 20, No. 3, pp. 217-220, March 2013.
    BibTeX Download PDFRead TR2012-090
    • @article{LeRoux2013mar,
    • author = {{Le Roux}, J. and Vincent, E.},
    • title = {Consistent Wiener Filtering for Audio Source Separation},
    • journal = {IEEE Signal Processing Letters},
    • year = 2013,
    • volume = 20,
    • number = 3,
    • pages = {217--220},
    • month = mar,
    • doi = {10.1109/LSP.2012.2225617},
    • url = {http://www.merl.com/publications/TR2012-090}
    • }
  •  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 Download PDFRead TR2012-087
    • @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 = {http://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 Download PDFRead TR2012-002
    • @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 = {http://www.merl.com/publications/TR2012-002}
    • }