NEWS    MERL presenting 9 papers at ICASSP 2018

Date released: April 19, 2018

  •  NEWS    MERL presenting 9 papers at ICASSP 2018
  • Date:

    April 15, 2018 - April 20, 2018

  • Where:

    Calgary, AB

  • Description:

    MERL researchers are presenting 9 papers at the IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP), which is being held in Calgary from April 15-20, 2018. Topics to be presented include recent advances in speech recognition, audio processing, and computational sensing. MERL is also a sponsor of the conference.

    ICASSP is the flagship conference of the IEEE Signal Processing Society, and the world's largest and most comprehensive technical conference focused on the research advances and latest technological development in signal and information processing. The event attracts more than 2000 participants each year.

  • External Link:

    https://2018.ieeeicassp.org/default.asp

  • MERL Contacts:
  • Research Areas:

    Computational Sensing, Digital Video, Speech & Audio

    •  Wen, B., Kamilov, U., Liu, D., Mansour, H., Boufounos, P.T., "DeepCASD: An End-to-End Approach for Multi-Spectural Image Super-Resolution", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461795, April 2018, pp. 6503-6507.
      BibTeX TR2018-009 PDF
      • @inproceedings{Wen2018apr,
      • author = {Wen, Bihan and Kamilov, Ulugbek and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
      • title = {DeepCASD: An End-to-End Approach for Multi-Spectural Image Super-Resolution},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {6503--6507},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8461795},
      • url = {https://www.merl.com/publications/TR2018-009}
      • }
    •  Ma, Y., Mansour, H., Liu, D., Boufounos, P.T., Kamilov, U., "Accelerated Image Reconstruction for Nonlinear Diffractive Imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462400, April 2018, pp. 6473-6477.
      BibTeX TR2018-008 PDF Video Software
      • @inproceedings{Ma2018apr,
      • author = {Ma, Yanting and Mansour, Hassan and Liu, Dehong and Boufounos, Petros T. and Kamilov, Ulugbek},
      • title = {Accelerated Image Reconstruction for Nonlinear Diffractive Imaging},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {6473--6477},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8462400},
      • url = {https://www.merl.com/publications/TR2018-008}
      • }
    •  Wang, Z.-Q., Le Roux, J., Hershey, J.R., "Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461639, April 2018, pp. 1-5.
      BibTeX TR2018-007 PDF
      • @inproceedings{Wang2018apr2,
      • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Hershey, John R.},
      • title = {Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {1--5},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8461639},
      • url = {https://www.merl.com/publications/TR2018-007}
      • }
    •  Ochiai, T., Watanabe, S., Katagiri, S., Hori, T., Hershey, J.R., "Speaker Adaptation for Multichannel End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462161, April 2018, pp. 6707-6711.
      BibTeX TR2018-006 PDF
      • @inproceedings{Ochiai2018apr,
      • author = {Ochiai, Tsubasa and Watanabe, Shinji and Katagiri, Shigeru and Hori, Takaaki and Hershey, John R.},
      • title = {Speaker Adaptation for Multichannel End-to-End Speech Recognition},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {6707--6711},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8462161},
      • url = {https://www.merl.com/publications/TR2018-006}
      • }
    •  Wang, Z.-Q., Le Roux, J., Hershey, J.R., "Alternative Objective Functions for Deep Clustering", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462507, April 2018, pp. 686-690.
      BibTeX TR2018-005 PDF
      • @inproceedings{Wang2018apr,
      • author = {Wang, Zhong-Qiu and Le Roux, Jonathan and Hershey, John R.},
      • title = {Alternative Objective Functions for Deep Clustering},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {686--690},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8462507},
      • url = {https://www.merl.com/publications/TR2018-005}
      • }
    •  Fu, H., Wang, P., Koike-Akino, T., Orlik, P.V., Chi, Y., "Terahertz Imaging of Binary Reflectance with Variational Bayesian Inference", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461987, April 2018, pp. 3394-3398.
      BibTeX TR2018-004 PDF
      • @inproceedings{Fu2018apr,
      • author = {Fu, Haoyu and Wang, Pu and Koike-Akino, Toshiaki and Orlik, Philip V. and Chi, Yuejie},
      • title = {Terahertz Imaging of Binary Reflectance with Variational Bayesian Inference},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {3394--3398},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8461987},
      • url = {https://www.merl.com/publications/TR2018-004}
      • }
    •  Mansour, H., Kamilov, U.S., Liu, D., Boufounos, P.T., "Radar Autofocus Using Sparse Blind Deconvolution", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462402, April 2018, pp. 1623-1627.
      BibTeX TR2018-003 PDF Video
      • @inproceedings{Mansour2018apr,
      • author = {Mansour, Hassan and Kamilov, Ulugbek S. and Liu, Dehong and Boufounos, Petros T.},
      • title = {Radar Autofocus Using Sparse Blind Deconvolution},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {1623--1627},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8462402},
      • url = {https://www.merl.com/publications/TR2018-003}
      • }
    •  Seki, H., Watanabe, S., Hori, T., Le Roux, J., Hershey, J.R., "An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8462180, April 2018, pp. 4919-4923.
      BibTeX TR2018-002 PDF Video
      • @inproceedings{Seki2018apr,
      • author = {Seki, Hiroshi and Watanabe, Shinji and Hori, Takaaki and Le Roux, Jonathan and Hershey, John R.},
      • title = {An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {4919--4923},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8462180},
      • url = {https://www.merl.com/publications/TR2018-002}
      • }
    •  Settle, S., Le Roux, J., Hori, T., Watanabe, S., Hershey, J.R., "End-to-End Multi-Speaker Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2018.8461893, April 2018, pp. 4819-4823.
      BibTeX TR2018-001 PDF Video
      • @inproceedings{Settle2018apr,
      • author = {Settle, Shane and Le Roux, Jonathan and Hori, Takaaki and Watanabe, Shinji and Hershey, John R.},
      • title = {End-to-End Multi-Speaker Speech Recognition},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2018,
      • pages = {4819--4823},
      • month = apr,
      • doi = {10.1109/ICASSP.2018.8461893},
      • url = {https://www.merl.com/publications/TR2018-001}
      • }