NEWS    MERL presenting 16 papers at ICASSP 2019

Date released: March 29, 2019

  •  NEWS    MERL presenting 16 papers at ICASSP 2019
  • Date:

    May 12, 2019 - May 17, 2019

  • Where:

    Brighton, UK

  • Description:

    MERL researchers will be presenting 16 papers at the IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP), which is being held in Brighton, UK from May 12-17, 2019. Topics to be presented include recent advances in speech recognition, audio processing, scene understanding, computational sensing, and parameter estimation. MERL is also a sponsor of the conference and will be participating in the student career luncheon; please join us at the lunch to learn about our internship program and career opportunities.

    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://2019.ieeeicassp.org

  • MERL Contacts:
  • Research Areas:

    Computational Sensing, Computer Vision, Machine Learning, Signal Processing, Speech & Audio

    •  Hori, C., Alamri, H., Wang, J., Wichern, G., Hori, T., Cherian, A., Marks, T.K., Cartillier, V., Lopes, R., Das, A., Essa, I., Batra, D., Parikh, D., "End-to-End Audio Visual Scene-Aware Dialog Using Multimodal Attention-Based Video Features", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8682583, May 2019.
      BibTeX TR2019-016 PDF
      • @inproceedings{Hori2019may2,
      • author = {Hori, Chiori and Alamri, Huda and Wang, Jue and Wichern, Gordon and Hori, Takaaki and Cherian, Anoop and Marks, Tim K. and Cartillier, Vincent and Lopes, Raphael and Das, Abhishek and Essa, Irfan and Batra, Dhruv and Parikh, Devi},
      • title = {End-to-End Audio Visual Scene-Aware Dialog Using Multimodal Attention-Based Video Features},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • month = may,
      • doi = {10.1109/ICASSP.2019.8682583},
      • url = {https://www.merl.com/publications/TR2019-016}
      • }
    •  Moritz, N., Hori, T., Le Roux, J., "Triggered Attention for End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683510, May 2019.
      BibTeX TR2019-015 PDF
      • @inproceedings{Moritz2019may,
      • author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
      • title = {Triggered Attention for End-to-End Speech Recognition},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • month = may,
      • doi = {10.1109/ICASSP.2019.8683510},
      • url = {https://www.merl.com/publications/TR2019-015}
      • }
    •  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}
      • }
    •  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}
      • }
    •  Kadu, A., Mansour, H., Boufounos, P.T., Liu, D., "Reflection Tomographic Imaging of Highly Scattering Objects Using Incremental Frequency Inversion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8682393, May 2019.
      BibTeX TR2019-012 PDF Video
      • @inproceedings{Kadu2019may,
      • author = {Kadu, Ajinkya and Mansour, Hassan and Boufounos, Petros T. and Liu, Dehong},
      • title = {Reflection Tomographic Imaging of Highly Scattering Objects Using Incremental Frequency Inversion},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • month = may,
      • doi = {10.1109/ICASSP.2019.8682393},
      • url = {https://www.merl.com/publications/TR2019-012}
      • }
    •  Wang, P., Koike-Akino, T., Pajovic, M., Orlik, P.V., Tsujita, W., Gini, F., "Misspecified CRB Parameter Estimation for a Coupled Mixture of Polynomial Phase and Sinusoidal FM Signals", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8682703, May 2019.
      BibTeX TR2019-011 PDF
      • @inproceedings{Wang2019may2,
      • author = {Wang, Pu and Koike-Akino, Toshiaki and Pajovic, Milutin and Orlik, Philip V. and Tsujita, Wataru and Gini, Fulvio},
      • title = {Misspecified CRB Parameter Estimation for a Coupled Mixture of Polynomial Phase and Sinusoidal FM Signals},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • month = may,
      • doi = {10.1109/ICASSP.2019.8682703},
      • url = {https://www.merl.com/publications/TR2019-011}
      • }
    •  Lohit, S., Liu, D., Mansour, H., Boufounos, P.T., "Unrolled Projected Gradient Descent for Multi-Spectral Image Fusion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683124, May 2019.
      BibTeX TR2019-010 PDF
      • @inproceedings{Lohit2019may,
      • author = {Lohit, Suhas and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
      • title = {Unrolled Projected Gradient Descent for Multi-Spectral Image Fusion},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • month = may,
      • doi = {10.1109/ICASSP.2019.8683124},
      • url = {https://www.merl.com/publications/TR2019-010}
      • }
    •  Das, P., Kao, J.-Y., Ortega, A., Mansour, H., Vetro, A., Sawada, T., Minezawa, A., "Hand Graph Representations for Unsupervised Segmentation of Complex Activities", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683643, May 2019.
      BibTeX TR2019-009 PDF
      • @inproceedings{Das2019may,
      • author = {Das, Pratyusha and Kao, Jiun-Yu and Ortega, Antonio and Mansour, Hassan and Vetro, Anthony and Sawada, Tomoya and Minezawa, Akira},
      • title = {Hand Graph Representations for Unsupervised Segmentation of Complex Activities},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • month = may,
      • doi = {10.1109/ICASSP.2019.8683643},
      • url = {https://www.merl.com/publications/TR2019-009}
      • }
    •  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}
      • }
    •  Cho, J., Watanabe, S., Hori, T., Baskar, M.K., Inaguma, H., Villalba, J., Dehak, N., "Language Model Integration Based on Memory Control for Sequence to Sequence Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683380, May 2019.
      BibTeX TR2019-007 PDF
      • @inproceedings{Cho2019may,
      • author = {Cho, Jaejin and Watanabe, Shinji and Hori, Takaaki and Baskar, Murali Karthick and Inaguma, Hirofumi and Villalba, Jesus and Dehak, Najim},
      • title = {Language Model Integration Based on Memory Control for Sequence to Sequence Speech Recognition},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • month = may,
      • doi = {10.1109/ICASSP.2019.8683380},
      • url = {https://www.merl.com/publications/TR2019-007}
      • }
    •  Baskar, M.K., Burget, L., Watanabe, S., Karafiat, M., Hori, T., Cernocky, J.H., "Promising Accurate Prefix Boosting for Sequence-to-Sequence ASR", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8682782, May 2019, pp. 5646-5650.
      BibTeX TR2019-006 PDF
      • @inproceedings{Baskar2019may,
      • author = {Baskar, Murali Karthick and Burget, Lukas and Watanabe, Shinji and Karafiat, Martin and Hori, Takaaki and Cernocky, Jan, Honza},
      • title = {Promising Accurate Prefix Boosting for Sequence-to-Sequence ASR},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • pages = {5646--5650},
      • month = may,
      • doi = {10.1109/ICASSP.2019.8682782},
      • issn = {2379-190X},
      • isbn = {978-1-4799-8131-1},
      • url = {https://www.merl.com/publications/TR2019-006}
      • }
    •  Wang, X., Li, R., Mallidi, S.H., Hori, T., Watanabe, S., Hermansky, H., "Stream Attention-Based Multi-Array End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8682650, May 2019.
      BibTeX TR2019-005 PDF
      • @inproceedings{Wang2019may,
      • author = {Wang, Xiaofei and Li, Ruizhi and Mallidi, Sri Harish and Hori, Takaaki and Watanabe, Shinji and Hermansky, Hynek},
      • title = {Stream Attention-Based Multi-Array End-to-End Speech Recognition},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • month = may,
      • doi = {10.1109/ICASSP.2019.8682650},
      • url = {https://www.merl.com/publications/TR2019-005}
      • }
    •  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}
      • }
    •  Aihara, R., Hanazawa, T., Okato, Y., Wichern, G., Le Roux, J., "Teacher-Student Deep Clustering For Low-Delay Channel Speech Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8682695, May 2019.
      BibTeX TR2019-003 PDF
      • @inproceedings{Aihara2019may,
      • author = {Aihara, Ryo and Hanazawa, Toshiyuki and Okato, Yohei and Wichern, Gordon and Le Roux, Jonathan},
      • title = {Teacher-Student Deep Clustering For Low-Delay Channel Speech Separation},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • month = may,
      • doi = {10.1109/ICASSP.2019.8682695},
      • url = {https://www.merl.com/publications/TR2019-003}
      • }
    •  Hori, T., Astudillo, R., Hayashi, T., Zhang, Y., Watanabe, S., Le Roux, J., "Cycle-Consistency Training for End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683307, May 2019.
      BibTeX TR2019-002 PDF
      • @inproceedings{Hori2019may,
      • author = {Hori, Takaaki and Astudillo, Ramon and Hayashi, Tomoki and Zhang, Yu and Watanabe, Shinji and Le Roux, Jonathan},
      • title = {Cycle-Consistency Training for End-to-End Speech Recognition},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • month = may,
      • doi = {10.1109/ICASSP.2019.8683307},
      • url = {https://www.merl.com/publications/TR2019-002}
      • }
    •  Lodhi, M.A., Mansour, H., Boufounos, P.T., "Coherent Radar Imaging Using Unsynchronized Distributed Antennas", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP.2019.8683320, May 2019.
      BibTeX TR2019-001 PDF Video
      • @inproceedings{Lodhi2019may,
      • author = {Lodhi, Muhammad Asad and Mansour, Hassan and Boufounos, Petros T.},
      • title = {Coherent Radar Imaging Using Unsynchronized Distributed Antennas},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2019,
      • month = may,
      • doi = {10.1109/ICASSP.2019.8683320},
      • url = {https://www.merl.com/publications/TR2019-001}
      • }