Publications

377 / 3,803 publications found.


  •  Araki, S., Ito, N., Haeb-Umbach, R., Wichern, G., Wang, Z.-Q., Mitsufuji, Y., "30+ Years of Source Separation Research: Achievements and Future Challenges", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-036 PDF
    • @inproceedings{Araki2025mar,
    • author = {Araki, Shoko and Ito, Nobutaka and Haeb-Umbach, Reinhold and Wichern, Gordon and Wang, Zhong-Qiu and Mitsufuji, Yuki},
    • title = {{30+ Years of Source Separation Research: Achievements and Future Challenges}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-036}
    • }
  •  Ebbers, J., Germain, F.G., Wilkinghoff, K., Wichern, G., Le Roux, J., "No Class Left Behind: A Closer Look at Class Balancing for Audio Tagging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-037 PDF
    • @inproceedings{Ebbers2025mar,
    • author = {Ebbers, Janek and Germain, François G and Wilkinghoff, Kevin and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{No Class Left Behind: A Closer Look at Class Balancing for Audio Tagging}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-037}
    • }
  •  Gruttadauria, E., Fontaine, M., Le Roux, J., Essid, S., "O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-031 PDF
    • @inproceedings{Gruttadauria2025mar,
    • author = {Gruttadauria, Elio and Fontaine, Mathieu and {Le Roux}, Jonathan and Essid, Slim},
    • title = {{O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-031}
    • }
  •  Hori, C., Kambara, M., Sugiura, K., Ota, K., Khurana, S., Jain, S., Corcodel, R., Jha, D.K., Romeres, D., Le Roux, J., "Interactive Robot Action Replanning using Multimodal LLM Trained from Human Demonstration Videos", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-034 PDF
    • @inproceedings{Hori2025mar,
    • author = {Hori, Chiori and Kambara, Motonari and Sugiura, Komei and Ota, Kei and Khurana, Sameer and Jain, Siddarth and Corcodel, Radu and Jha, Devesh K. and Romeres, Diego and {Le Roux}, Jonathan},
    • title = {{Interactive Robot Action Replanning using Multimodal LLM Trained from Human Demonstration Videos}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-034}
    • }
  •  Kitichotkul, R., Rapp, J., Ma, Y., Mansour, H., "Doppler Single-Photon Lidar", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-028 PDF
    • @inproceedings{Kitichotkul2025mar,
    • author = {Kitichotkul, Ruangrawee and Rapp, Joshua and Ma, Yanting and Mansour, Hassan},
    • title = {{Doppler Single-Photon Lidar}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-028}
    • }
  •  Masuyama, Y., Wichern, G., Germain, F.G., Ick, C., Le Roux, J., "Retrieval-Augmented Neural Field for HRTF Upsampling and Personalization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-029 PDF Software
    • @inproceedings{Masuyama2025mar,
    • author = {Masuyama, Yoshiki and Wichern, Gordon and Germain, François G and Ick, Christopher and {Le Roux}, Jonathan},
    • title = {{Retrieval-Augmented Neural Field for HRTF Upsampling and Personalization}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-029}
    • }
  •  Saijo, K., Ebbers, J., Germain, F.G., Khurana, S., Wichern, G., Le Roux, J., "Leveraging Audio-Only Data for Text-Queried Target Sound Extraction", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-033 PDF
    • @inproceedings{Saijo2025mar2,
    • author = {Saijo, Kohei and Ebbers, Janek and Germain, François G and Khurana, Sameer and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Leveraging Audio-Only Data for Text-Queried Target Sound Extraction}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-033}
    • }
  •  Saijo, K., Ebbers, J., Germain, F.G., Wichern, G., Le Roux, J., "Task-Aware Unified Source Separation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-032 PDF
    • @inproceedings{Saijo2025mar,
    • author = {Saijo, Kohei and Ebbers, Janek and Germain, François G and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Task-Aware Unified Source Separation}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-032}
    • }
  •  Teh, A., Ali, W.H., Rapp, J., Mansour, H., "Indoor Airflow Imaging Using Physics-Informed Schlieren Tomography", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-035 PDF
    • @inproceedings{Teh2025mar,
    • author = {Teh, Arjun and Ali, Wael H. and Rapp, Joshua and Mansour, Hassan},
    • title = {{Indoor Airflow Imaging Using Physics-Informed Schlieren Tomography}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-035}
    • }
  •  Wilkinghoff, K., Yang, H., Ebbers, J., Germain, F.G., Wichern, G., Le Roux, J., "Keeping the Balance: Anomaly Score Calculation for Domain Generalization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-030 PDF
    • @inproceedings{Wilkinghoff2025mar,
    • author = {Wilkinghoff, Kevin and Yang, Haici and Ebbers, Janek and Germain, François G and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Keeping the Balance: Anomaly Score Calculation for Domain Generalization}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-030}
    • }
  •  Tian, J., Shi, J., Chen, W., Arora, S., Masuyama, Y., Takashi, M., Wu, Y., Peng, J., Bharadwaj, S., Zhao, Y., Cornell, S., Peng, Y., Yue, X., Yang, C.-H.H., Neubig, G., Watanabe, S., "ESPnet-SpeechLM: An Open Speech Language Model Toolkit", NAACL-HLT (the system demonstration track), March 2025.
    BibTeX TR2025-038 PDF
    • @inproceedings{Tian2025mar,
    • author = {Tian, Jinchuan and Shi, Jiatong and Chen, William and Arora, Siddhant and Masuyama, Yoshiki and Takashi, Maekaku and Wu, Yihan and Peng, Junyi and Bharadwaj, Shikhar and Zhao, Yiwen and Cornell, Samuele and Peng, Yifan and Yue, Xiang and Yang, Chao-Han H. and Neubig, Graham and Watanabe, Shinji},
    • title = {{ESPnet-SpeechLM: An Open Speech Language Model Toolkit}},
    • booktitle = {NAACL-HLT (the system demonstration track)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-038}
    • }
  •  Attiah, K., Wang, P., Mansour, H., Koike-Akino, T., Boufounos, P.T., "Enabling DMG Wi-Fi Sensing in Data Transmission Intervals by Exploiting Beam Training Codebook", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-026 PDF
    • @inproceedings{Attiah2025mar,
    • author = {Attiah, Kareem and Wang, Pu and Mansour, Hassan and Koike-Akino, Toshiaki and Boufounos, Petros T.},
    • title = {{Enabling DMG Wi-Fi Sensing in Data Transmission Intervals by Exploiting Beam Training Codebook}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-026}
    • }
  •  Yataka, R., Wang, P., Boufounos, P.T., Takahashi, R., "Multi-View Radar Detection Transformer with Differentiable Positional Encoding", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2025.
    BibTeX TR2025-027 PDF
    • @inproceedings{Yataka2025mar,
    • author = {Yataka, Ryoma and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei},
    • title = {{Multi-View Radar Detection Transformer with Differentiable Positional Encoding}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2025,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2025-027}
    • }
  •  Saijo, K., Wichern, G., Germain, F.G., Pan, Z., Le Roux, J., "TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement", International Workshop on Acoustic Signal Enhancement (IWAENC), DOI: 10.1109/​IWAENC61483.2024.10694313, September 2024, pp. 205-209.
    BibTeX TR2024-126 PDF Software
    • @inproceedings{Saijo2024sep2,
    • author = {Saijo, Kohei and Wichern, Gordon and Germain, François G and Pan, Zexu and {Le Roux}, Jonathan},
    • title = {{TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement}},
    • booktitle = {International Workshop on Acoustic Signal Enhancement (IWAENC)},
    • year = 2024,
    • pages = {205--209},
    • month = sep,
    • doi = {10.1109/IWAENC61483.2024.10694313},
    • issn = {2835-3439},
    • isbn = {979-8-3503-6185-8},
    • url = {https://www.merl.com/publications/TR2024-126}
    • }
  •  Bahrman, L., Fontaine, M., Le Roux, J., Richard, G., "Speech Dereverberation Constrained on Room Impulse Response Characteristics", Interspeech, DOI: 10.21437/​Interspeech.2024-1173, September 2024, pp. 622-626.
    BibTeX TR2024-121 PDF
    • @inproceedings{Bahrman2024sep,
    • author = {Bahrman, Louis and Fontaine, Mathieu and {Le Roux}, Jonathan and Richard, Gaël},
    • title = {{Speech Dereverberation Constrained on Room Impulse Response Characteristics}},
    • booktitle = {Interspeech},
    • year = 2024,
    • pages = {622--626},
    • month = sep,
    • doi = {10.21437/Interspeech.2024-1173},
    • issn = {2958-1796},
    • url = {https://www.merl.com/publications/TR2024-121}
    • }
  •  Khurana, S., Hori, C., Laurent, A., Wichern, G., Le Roux, J., "ZeroST: Zero-Shot Speech Translation", Interspeech, DOI: 10.21437/​Interspeech.2024-1088, September 2024, pp. 392-396.
    BibTeX TR2024-122 PDF
    • @inproceedings{Khurana2024sep,
    • author = {Khurana, Sameer and Hori, Chiori and Laurent, Antoine and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{ZeroST: Zero-Shot Speech Translation}},
    • booktitle = {Interspeech},
    • year = 2024,
    • pages = {392--396},
    • month = sep,
    • doi = {10.21437/Interspeech.2024-1088},
    • issn = {2958-1796},
    • url = {https://www.merl.com/publications/TR2024-122}
    • }
  •  Pan, Z., Wichern, G., Germain, F.G., Saijo, K., Le Roux, J., "PARIS: Pseudo-AutoRegressIve Siamese Training for Online Speech Separation", Interspeech, DOI: 10.21437/​Interspeech.2024-1066, September 2024, pp. 582-586.
    BibTeX TR2024-124 PDF
    • @inproceedings{Pan2024sep,
    • author = {Pan, Zexu and Wichern, Gordon and Germain, François G and Saijo, Kohei and {Le Roux}, Jonathan},
    • title = {{PARIS}: Pseudo-AutoRegressIve Siamese Training for Online Speech Separation},
    • booktitle = {Interspeech},
    • year = 2024,
    • pages = {582--586},
    • month = sep,
    • doi = {10.21437/Interspeech.2024-1066},
    • issn = {2958-1796},
    • url = {https://www.merl.com/publications/TR2024-124}
    • }
  •  Saijo, K., Wichern, G., Germain, F.G., Pan, Z., Le Roux, J., "Enhanced Reverberation as Supervision for Unsupervised Speech Separation", Interspeech, DOI: 10.21437/​Interspeech.2024-1241, September 2024, pp. 607-611.
    BibTeX TR2024-116 PDF Software
    • @inproceedings{Saijo2024sep,
    • author = {Saijo, Kohei and Wichern, Gordon and Germain, François G and Pan, Zexu and {Le Roux}, Jonathan},
    • title = {{Enhanced Reverberation as Supervision for Unsupervised Speech Separation}},
    • booktitle = {Interspeech},
    • year = 2024,
    • pages = {607--611},
    • month = sep,
    • doi = {10.21437/Interspeech.2024-1241},
    • issn = {2958-1796},
    • url = {https://www.merl.com/publications/TR2024-116}
    • }
  •  Mitsui, Y., Aihara, R., Hori, T., Le Roux, J., Taguchi, S., "Exploring Keyword Enrollment for Japanese End-to-End Automatic Speech Recognition using Contextual Biasing", OTOGAKU Symposium, June 2024.
    BibTeX TR2024-073 PDF
    • @inproceedings{Mitsui2024jun,
    • author = {Mitsui, Yoshiki and Aihara, Ryo and Hori, Takaaki and {Le Roux}, Jonathan and Taguchi, Shinya},
    • title = {{Exploring Keyword Enrollment for Japanese End-to-End Automatic Speech Recognition using Contextual Biasing}},
    • booktitle = {OTOGAKU Symposium},
    • year = 2024,
    • month = jun,
    • publisher = {Information Processing Society of Japan},
    • issn = {2188-8663},
    • url = {https://www.merl.com/publications/TR2024-073}
    • }
  •  Kambara, M., Hori, C., Sugiura, K., Ota, K., Jha, D.K., Khurana, S., Jain, S., Corcodel, R., Romeres, D., Le Roux, J., "Human Action Understanding-based Robot Planning using Multimodal LLM", IEEE International Conference on Robotics and Automation (ICRA), June 2024.
    BibTeX TR2024-066 PDF
    • @inproceedings{Kambara2024jun,
    • author = {Kambara, Motonari and Hori, Chiori and Sugiura, Komei and Ota, Kei and Jha, Devesh K. and Khurana, Sameer and Jain, Siddarth and Corcodel, Radu and Romeres, Diego and {Le Roux}, Jonathan},
    • title = {{Human Action Understanding-based Robot Planning using Multimodal LLM}},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA) Workshop},
    • year = 2024,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2024-066}
    • }
  •  Pan, Z., Wichern, G., Germain, F.G., Subramanian, A., Le Roux, J., "Late Audio-Visual Fusion for In-The-Wild Speaker Diarization", Hands-free Speech Communication and Microphone Arrays (HSCMA), DOI: 10.1109/​ICASSPW62465.2024.10626914, April 2024, pp. 174-178.
    BibTeX TR2024-029 PDF
    • @inproceedings{Pan2024apr,
    • author = {Pan, Zexu and Wichern, Gordon and Germain, François G and Subramanian, Aswin and {Le Roux}, Jonathan},
    • title = {{Late Audio-Visual Fusion for In-The-Wild Speaker Diarization}},
    • booktitle = {Hands-free Speech Communication and Microphone Arrays (HSCMA)},
    • year = 2024,
    • pages = {174--178},
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSPW62465.2024.10626914},
    • isbn = {979-8-3503-7451-3},
    • url = {https://www.merl.com/publications/TR2024-029}
    • }
  •  Fujihashi, T., Kato, S., Koike-Akino, T., "Implicit Neural Representation for Low-Overhead Graph-Based Holographic-Type Communications", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP48485.2024.10445857, April 2024.
    BibTeX TR2024-022 PDF
    • @inproceedings{Fujihashi2024apr,
    • author = {Fujihashi, Takuya and Kato, Sorachi and Koike-Akino, Toshiaki},
    • title = {{Implicit Neural Representation for Low-Overhead Graph-Based Holographic-Type Communications}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2024,
    • month = apr,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSP48485.2024.10445857},
    • issn = {2379-190X},
    • isbn = {979-8-3503-4485-1},
    • url = {https://www.merl.com/publications/TR2024-022}
    • }
  •  Koo, J., Wichern, G., Germain, F.G., Khurana, S., Le Roux, J., "Understanding and Controlling Generative Music Transformers by Probing Individual Attention Heads", IEEE ICASSP Satellite Workshop on Explainable Machine Learning for Speech and Audio (XAI-SA), April 2024.
    BibTeX TR2024-032 PDF
    • @inproceedings{Koo2024apr,
    • author = {Koo, Junghyun and Wichern, Gordon and Germain, François G and Khurana, Sameer and {Le Roux}, Jonathan},
    • title = {{Understanding and Controlling Generative Music Transformers by Probing Individual Attention Heads}},
    • booktitle = {IEEE ICASSP Satellite Workshop on Explainable Machine Learning for Speech and Audio (XAI-SA)},
    • year = 2024,
    • month = apr,
    • url = {https://www.merl.com/publications/TR2024-032}
    • }
  •  Jeon, C.-B., Wichern, G., Germain, F.G., Le Roux, J., "Why does music source separation benefit from cacophony?", IEEE ICASSP Satellite Workshop on Explainable Machine Learning for Speech and Audio (XAI-SA), DOI: 10.1109/​ICASSPW62465.2024.10669899, March 2024, pp. 873-877.
    BibTeX TR2024-030 PDF Video
    • @inproceedings{Jeon2024mar,
    • author = {Jeon, Chang-Bin and Wichern, Gordon and Germain, François G and {Le Roux}, Jonathan},
    • title = {{Why does music source separation benefit from cacophony?}},
    • booktitle = {IEEE ICASSP Satellite Workshop on Explainable Machine Learning for Speech and Audio (XAI-SA)},
    • year = 2024,
    • pages = {873--877},
    • month = mar,
    • publisher = {IEEE},
    • doi = {10.1109/ICASSPW62465.2024.10669899},
    • isbn = {979-8-3503-7451-3},
    • url = {https://www.merl.com/publications/TR2024-030}
    • }
  •  Bralios, D., Wichern, G., Germain, F.G., Pan, Z., Khurana, S., Hori, C., Le Roux, J., "Generation or Replication: Auscultating Audio Latent Diffusion Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP48485.2024.10447705, March 2024, pp. 1156-1160.
    BibTeX TR2024-027 PDF
    • @inproceedings{Bralios2024mar,
    • author = {Bralios, Dimitrios and Wichern, Gordon and Germain, François G and Pan, Zexu and Khurana, Sameer and Hori, Chiori and {Le Roux}, Jonathan},
    • title = {{Generation or Replication: Auscultating Audio Latent Diffusion Models}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2024,
    • pages = {1156--1160},
    • month = mar,
    • doi = {10.1109/ICASSP48485.2024.10447705},
    • url = {https://www.merl.com/publications/TR2024-027}
    • }