EVENT    MERL Contributes to ICASSP 2023

Date released: May 17, 2023

  •  EVENT    MERL Contributes to ICASSP 2023
  • Date:

    Sunday, June 4, 2023 - Saturday, June 10, 2023

  • Location:

    Rhodes Island, Greece

  • Description:

    MERL has made numerous contributions to both the organization and technical program of ICASSP 2023, which is being held in Rhodes Island, Greece from June 4-10, 2023.

    Organization

    Petros Boufounos is serving as General Co-Chair of the conference this year, where he has been involved in all aspects of conference planning and execution.

    Perry Wang is the organizer of a special session on Radar-Assisted Perception (RAP), which will be held on Wednesday, June 7. The session will feature talks on signal processing and deep learning for radar perception, pose estimation, and mutual interference mitigation with speakers from both academia (Carnegie Mellon University, Virginia Tech, University of Illinois Urbana-Champaign) and industry (Mitsubishi Electric, Bosch, Waveye).

    Anthony Vetro is the co-organizer of the Workshop on Signal Processing for Autonomous Systems (SPAS), which will be held on Monday, June 5, and feature invited talks from leaders in both academia and industry on timely topics related to autonomous systems.

    Sponsorship

    MERL is proud to be a Silver Patron of the conference and will participate in the student job fair on Thursday, June 8. Please join this session to learn more about employment opportunities at MERL, including openings for research scientists, post-docs, and interns.

    MERL is pleased to be the sponsor of two IEEE Awards that will be presented at the conference. We congratulate Prof. Rabab Ward, the recipient of the 2023 IEEE Fourier Award for Signal Processing, and Prof. Alexander Waibel, the recipient of the 2023 IEEE James L. Flanagan Speech and Audio Processing Award.

    Technical Program

    MERL is presenting 13 papers in the main conference on a wide range of topics including source separation and speech enhancement, radar imaging, depth estimation, motor fault detection, time series recovery, and point clouds. One workshop paper has also been accepted for presentation on self-supervised music source separation.

    Perry Wang has been invited to give a keynote talk on Wi-Fi sensing and related standards activities at the Workshop on Integrated Sensing and Communications (ISAC), which will be held on Sunday, June 4.

    Additionally, Anthony Vetro will present a Perspective Talk on Physics-Grounded Machine Learning, which is scheduled for Thursday, June 8.

    About ICASSP

    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.

  • MERL Contacts:

    Petros T. Boufounos; François Germain; Toshiaki Koike-Akino; Jonathan Le Roux; Dehong Liu; Suhas Lohit; Yanting Ma; Hassan Mansour; Joshua Rapp; Anthony Vetro; Pu (Perry) Wang; Gordon Wichern

  • External Link:

    https://2023.ieeeicassp.org/

  • Research Areas:

    Artificial Intelligence, Computational Sensing, Machine Learning, Signal Processing, Speech & Audio

    •  Aralikatti, R., Boeddeker, C., Wichern, G., Subramanian, A.S., Le Roux, J., "Reverberation as Supervision for Speech Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10095022, May 2023, pp. 1-5.
      BibTeX TR2023-016 PDF
      • @inproceedings{Aralikatti2023may,
      • author = {Aralikatti, Rohith and Boeddeker, Christoph and Wichern, Gordon and Subramanian, Aswin Shanmugam and Le Roux, Jonathan},
      • title = {Reverberation as Supervision for Speech Separation},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • pages = {1--5},
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10095022},
      • url = {https://www.merl.com/publications/TR2023-016}
      • }
    •  Jeon, E.S., Lohit, S., Anirudh, R., Turaga, P., "Robust Time Series Recovery and Classification Using Test-time Noise Simulator Networks", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10096888, May 2023.
      BibTeX TR2023-021 PDF Presentation
      • @inproceedings{Jeon2023may,
      • author = {Jeon, Eun Som and Lohit, Suhas and Anirudh, Rushil and Turaga, Pavan},
      • title = {Robust Time Series Recovery and Classification Using Test-time Noise Simulator Networks},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10096888},
      • url = {https://www.merl.com/publications/TR2023-021}
      • }
    •  Petermann, D., Wichern, G., Subramanian, A.S., Le Roux, J., "Hyperbolic Audio Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10094943, May 2023, pp. 1-5.
      BibTeX TR2023-017 PDF Video Software
      • @inproceedings{Petermann2023may,
      • author = {Petermann, Darius and Wichern, Gordon and Subramanian, Aswin Shanmugam and Le Roux, Jonathan},
      • title = {Hyperbolic Audio Source Separation},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • pages = {1--5},
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10094943},
      • url = {https://www.merl.com/publications/TR2023-017}
      • }
    •  Tzinis, E., Wichern, G., Smaragdis, P., Le Roux, J., "Optimal Condition Training for Target Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10095128, May 2023, pp. 1-5.
      BibTeX TR2023-018 PDF
      • @inproceedings{Tzinis2023may,
      • author = {Tzinis, Efthymios and Wichern, Gordon and Smaragdis, Paris and Le Roux, Jonathan},
      • title = {Optimal Condition Training for Target Source Separation},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • pages = {1--5},
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10095128},
      • url = {https://www.merl.com/publications/TR2023-018}
      • }
    •  Bralios, D., Tzinis, E., Wichern, G., Smaragdis, P., Le Roux, J., "Latent Iterative Refinement for Modular Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10096897, May 2023, pp. 1-5.
      BibTeX TR2023-019 PDF
      • @inproceedings{Bralios2023may,
      • author = {Bralios, Dimitrios and Tzinis, Efthymios and Wichern, Gordon and Smaragdis, Paris and Le Roux, Jonathan},
      • title = {Latent Iterative Refinement for Modular Source Separation},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • pages = {1--5},
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10096897},
      • url = {https://www.merl.com/publications/TR2023-019}
      • }
    •  Kelkar, V.A., Liu, D., Inoue, H., Kanemaru, M., "Sparsity-driven Joint Blind Deconvolution-demodulation with Application to Motor Fault Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10094590, May 2023.
      BibTeX TR2023-026 PDF
      • @inproceedings{Kelkar2023may,
      • author = {Kelkar, Varun A. and Liu, Dehong and Inoue, Hiroshi and Kanemaru, Makoto},
      • title = {Sparsity-driven Joint Blind Deconvolution-demodulation with Application to Motor Fault Detection},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • month = may,
      • doi = {10.1109/ICASSP49357.2023.10094590},
      • isbn = {978-1-7281-6328-4},
      • url = {https://www.merl.com/publications/TR2023-026}
      • }
    •  Yen, H., Germain, F., Wichern, G., Le Roux, J., "Cold Diffusion for Speech Enhancement", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10096064, May 2023, pp. 1-5.
      BibTeX TR2023-020 PDF
      • @inproceedings{Yen2023may,
      • author = {Yen, Hao and Germain, Francois and Wichern, Gordon and Le Roux, Jonathan},
      • title = {Cold Diffusion for Speech Enhancement},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • pages = {1--5},
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10096064},
      • url = {https://www.merl.com/publications/TR2023-020}
      • }
    •  Jin, S., Wang, P., Boufounos, P.T., Takahashi, R., Roy, S., "Spatial-Domain Object Detection Under MIMO-FMCW Automotive Radar Interference", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10095409, May 2023, pp. 1-5.
      BibTeX TR2023-027 PDF
      • @inproceedings{Jin2023may,
      • author = {Jin, Sian and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei and Roy, Sumit},
      • title = {Spatial-Domain Object Detection Under MIMO-FMCW Automotive Radar Interference},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • pages = {1--5},
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10095409},
      • isbn = {978-1-7281-6327-7},
      • url = {https://www.merl.com/publications/TR2023-027}
      • }
    •  Ulvog, A., Rapp, J., Koike-Akino, T., Mansour, H., Boufounos, P.T., Parsons, K., "Phase Unwrapping in Correlated Noise for FMCW LIDAR Depth Estimation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10095456, May 2023, pp. 1-5.
      BibTeX TR2023-028 PDF Video Presentation
      • @inproceedings{Ulvog2023may,
      • author = {Ulvog, Alfred and Rapp, Joshua and Koike-Akino, Toshiaki and Mansour, Hassan and Boufounos, Petros T. and Parsons, Kieran},
      • title = {Phase Unwrapping in Correlated Noise for FMCW LIDAR Depth Estimation},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • pages = {1--5},
      • month = may,
      • doi = {10.1109/ICASSP49357.2023.10095456},
      • isbn = {978-1-7281-6327-7},
      • url = {https://www.merl.com/publications/TR2023-028}
      • }
    •  Zhao, Q., Ma, Y., Boufounos, P.T., Nabi, S., Mansour, H., "Deep Born Operator Learning for Reflection Tomographic Imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10095494, May 2023, pp. 1-5.
      BibTeX TR2023-029 PDF Video
      • @inproceedings{Zhao2023may,
      • author = {Zhao, Qingqing and Ma, Yanting and Boufounos, Petros T. and Nabi, Saleh and Mansour, Hassan},
      • title = {Deep Born Operator Learning for Reflection Tomographic Imaging},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • pages = {1--5},
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10095494},
      • url = {https://www.merl.com/publications/TR2023-029}
      • }
    •  Chen, K., Wichern, G., Germain, F., Le Roux, J., "Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT", IEEE ICASSP Satellite Workshop on Self-supervision in Audio, Speech and Beyond (SASB), DOI: 10.1109/​ICASSPW59220.2023.10193575, May 2023.
      BibTeX TR2023-030 PDF
      • @inproceedings{Chen2023may,
      • author = {Chen, Ke and Wichern, Gordon and Germain, Francois and Le Roux, Jonathan},
      • title = {Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT},
      • booktitle = {IEEE ICASSP Satellite Workshop on Self-supervision in Audio, Speech and Beyond (SASB)},
      • year = 2023,
      • month = may,
      • doi = {10.1109/ICASSPW59220.2023.10193575},
      • isbn = {979-8-3503-0261-5},
      • url = {https://www.merl.com/publications/TR2023-030}
      • }
    •  Fujihashi, T., Koike-Akino, T., Watanabe, T., "Soft 2D-to-3D Delivery Using Deep Graph Neural Networks for Holographic-Type Communication", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10095882, May 2023.
      BibTeX TR2023-031 PDF
      • @inproceedings{Fujihashi2023may,
      • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi},
      • title = {Soft 2D-to-3D Delivery Using Deep Graph Neural Networks for Holographic-Type Communication},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10095882},
      • isbn = {978-1-7281-6327-7},
      • url = {https://www.merl.com/publications/TR2023-031}
      • }
    •  Berk, A., Ma, Y., Boufounos, P.T., Wang, P., Mansour, H., "Deep Proximal Gradient Method for Learned Convex Regularizers", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10094632, May 2023, pp. 1-5.
      BibTeX TR2023-032 PDF Video
      • @inproceedings{Berk2023may,
      • author = {Berk, Aaron and Ma, Yanting and Boufounos, Petros T. and Wang, Pu and Mansour, Hassan},
      • title = {Deep Proximal Gradient Method for Learned Convex Regularizers},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • pages = {1--5},
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10094632},
      • isbn = {978-1-7281-6327-7},
      • url = {https://www.merl.com/publications/TR2023-032}
      • }
    •  Vaca-Rubio, C., Wang, P., Koike-Akino, T., Wang, Y., Boufounos, P.T., Popovski, P., "mmWave Wi-Fi Trajectory Estimation with Continuous-Time Neural Dynamic Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10096474, May 2023, pp. 1-5.
      BibTeX TR2023-033 PDF Video
      • @inproceedings{Vaca-Rubio2023may,
      • author = {Vaca-Rubio, Cristian and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Boufounos, Petros T. and Popovski, Petar},
      • title = {mmWave Wi-Fi Trajectory Estimation with Continuous-Time Neural Dynamic Learning},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • pages = {1--5},
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10096474},
      • isbn = {978-1-7281-6327-7},
      • url = {https://www.merl.com/publications/TR2023-033}
      • }