Publications

37 / 4,099 publications found.


  •  Bhosale, S., Masuyama, Y., Chatterjee, M., Boeddeker, C., Richter, J., Wichern, G., Le Roux, J., "Echoes after Edits: Room Impulse Response Estimation for Geometry Update", Interspeech, September 2026.
    BibTeX TR2026-140 PDF
    • @inproceedings{Bhosale2026sep2,
    • author = {Bhosale, Swapnil and Masuyama, Yoshiki and Chatterjee, Moitreya and Boeddeker, Christoph and Richter, Julius and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Echoes after Edits: Room Impulse Response Estimation for Geometry Update}},
    • booktitle = {Interspeech},
    • year = 2026,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2026-140}
    • }
  •  Bhosale, S., Wichern, G., Masuyama, Y., Chatterjee, M., Boeddeker, C., Richter, J., Zhu, X., Le Roux, J., "Dual-Geometry Manifolds for Few-shot RIR Prediction", Interspeech, September 2026.
    BibTeX TR2026-139 PDF
    • @inproceedings{Bhosale2026sep,
    • author = {Bhosale, Swapnil and Wichern, Gordon and Masuyama, Yoshiki and Chatterjee, Moitreya and Boeddeker, Christoph and Richter, Julius and Zhu, Xiatian and {Le Roux}, Jonathan},
    • title = {{Dual-Geometry Manifolds for Few-shot RIR Prediction}},
    • booktitle = {Interspeech},
    • year = 2026,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2026-139}
    • }
  •  Boeddeker, C., Masuyama, Y., Richter, J., Edo, T., Wichern, G., Le Roux, J., "Speaker Identity as Sole Supervision for Speech Separation", Interspeech, September 2026.
    BibTeX TR2026-137 PDF
    • @inproceedings{Boeddeker2026sep,
    • author = {Boeddeker, Christoph and Masuyama, Yoshiki and Richter, Julius and Edo, Takahiro and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Speaker Identity as Sole Supervision for Speech Separation}},
    • booktitle = {Interspeech},
    • year = 2026,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2026-137}
    • }
  •  Hori, C., Korekata, R., Kambara, M., Masuyama, Y., Jain, S., Corcodel, R., Romeres, D., Le Roux, J., "Plan and Double-Check: Streaming Multimodal Q-Former for Online Robot Action Generation", Interspeech, September 2026.
    BibTeX TR2026-136 PDF
    • @inproceedings{Hori2026sep,
    • author = {{Hori, Chiori and Korekata, Ryosuke and Kambara, Motonari and Masuyama, Yoshiki and Jain, Siddarth and Corcodel, Radu and Romeres, Diego and Le Roux, Jonathan}},
    • title = {{Plan and Double-Check: Streaming Multimodal Q-Former for Online Robot Action Generation}},
    • booktitle = {Interspeech},
    • year = 2026,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2026-136}
    • }
  •  Masuyama, Y., Wichern, G., Boeddeker, C., Richter, J., Edo, T., Bhosale, S., Le Roux, J., "HRTF Personalization via Sim-to-Real Neural Field", Interspeech, September 2026.
    BibTeX TR2026-135 PDF
    • @inproceedings{Masuyama2026sep2,
    • author = {Masuyama, Yoshiki and Wichern, Gordon and Boeddeker, Christoph and Richter, Julius and Edo, Takahiro and Bhosale, Swapnil and {Le Roux}, Jonathan},
    • title = {{HRTF Personalization via Sim-to-Real Neural Field}},
    • booktitle = {Interspeech},
    • year = 2026,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2026-135}
    • }
  •  Fujimura, T., Masuyama, Y., Wichern, G., Boeddeker, C., Richter, J., Le Roux, J., "NABEATs: Noise-Aware Audio Representation Learning", International Workshop on Acoustic Signal Enhancement (IWAENC), September 2026.
    BibTeX TR2026-124 PDF
    • @inproceedings{Fujimura2026sep,
    • author = {Fujimura, Takuya and Masuyama, Yoshiki and Wichern, Gordon and Boeddeker, Christoph and Richter, Julius and {Le Roux}, Jonathan},
    • title = {{NABEATs: Noise-Aware Audio Representation Learning}},
    • booktitle = {International Workshop on Acoustic Signal Enhancement (IWAENC)},
    • year = 2026,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2026-124}
    • }
  •  Lin, J., Masuyama, Y., Boeddeker, C., Richter, J., Wichern, G., Kim, M., Le Roux, J., "Few-Shot Room Impulse Response Interpolation in Latent Domains", International Workshop on Acoustic Signal Enhancement (IWAENC), September 2026.
    BibTeX TR2026-125 PDF
    • @inproceedings{Lin2026sep,
    • author = {Lin, Jackie and Masuyama, Yoshiki and Boeddeker, Christoph and Richter, Julius and Wichern, Gordon and Kim, Minje and {Le Roux}, Jonathan},
    • title = {{Few-Shot Room Impulse Response Interpolation in Latent Domains}},
    • booktitle = {International Workshop on Acoustic Signal Enhancement (IWAENC)},
    • year = 2026,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2026-125}
    • }
  •  Mitsui, Y., Aihara, R., Saito, T., Masuyama, Y., Boeddeker, C., Richter, J., Wichern, G., Le Roux, J., "Downstream-Task-Aware Unified Source Separation", International Workshop on Acoustic Signal Enhancement (IWAENC), September 2026.
    BibTeX TR2026-126 PDF
    • @inproceedings{Mitsui2026sep,
    • author = {Mitsui, Yoshiki and Aihara, Ryo and Saito, Tatsuhiko and Masuyama, Yoshiki and Boeddeker, Christoph and Richter, Julius and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Downstream-Task-Aware Unified Source Separation}},
    • booktitle = {International Workshop on Acoustic Signal Enhancement (IWAENC)},
    • year = 2026,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2026-126}
    • }
  •  Masuyama, Y., Wichern, G., Germain, F.G., Le Roux, J., "Neural Fields for Head-Related Transfer Function Modeling and Beyond", The Journal of the Acoustical Society of Japan, September 2026.
    BibTeX
    • @article{Masuyama2026sep,
    • author = {Masuyama, Yoshiki and Wichern, Gordon and Germain, François G and {Le Roux}, Jonathan},
    • title = {{Neural Fields for Head-Related Transfer Function Modeling and Beyond}},
    • journal = {The Journal of the Acoustical Society of Japan},
    • year = 2026,
    • month = sep
    • }
  •  Klement, D., Masuyama, Y., Boeddeker, C., Saijo, K., Richter, J., Wichern, G., Le Roux, J., "Technical Report for MERL’s Real-TSE Challenge Submission," Tech. Rep. TR2026-112, Mitsubishi Electric Research Laboratories, July 2026.
    BibTeX TR2026-112 PDF
    • @techreport{Klement2026jul2,
    • author = {Klement, Dominik and Masuyama, Yoshiki and Boeddeker, Christoph and Saijo, Kohei and Richter, Julius and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Technical Report for MERL’s Real-TSE Challenge Submission}},
    • institution = {Real-TSE Challenge},
    • year = 2026,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2026-112}
    • }
  •  Fujimura, T., Wichern, G., Masuyama, Y., Boeddeker, C., Saijo, K., Richter, J., Edo, T., Le Roux, J., "The MERL Systems for DCASE 2026 Challenge Task 2," Tech. Rep. TR2026-100, IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events (DCASE Challenge), June 2026.
    BibTeX TR2026-100 PDF
    • @techreport{Fujimura2026jun,
    • author = {{Fujimura, Takuya and Wichern, Gordon and Masuyama, Yoshiki and Boeddeker, Christoph and Saijo, Kohei and Richter, Julius and Edo, Takahiro and Le Roux, Jonathan}},
    • title = {{The MERL Systems for DCASE 2026 Challenge Task 2}},
    • institution = {IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events (DCASE Challenge)},
    • year = 2026,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2026-100}
    • }
  •  Saijo, K., Masuyama, Y., Boeddeker, C., Wichern, G., Richter, J., Edo, T., Le Roux, J., "The MERL Systems for DCASE 2026 Challenge Task 4," Tech. Rep. TR2026-098, IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events (DCASE Challenge), June 2026.
    BibTeX TR2026-098 PDF
    • @techreport{Saijo2026jun,
    • author = {{Saijo, Kohei and Masuyama, Yoshiki and Boeddeker, Christoph and Wichern, Gordon and Richter, Julius and Edo, Takahiro and Le Roux, Jonathan}},
    • title = {{The MERL Systems for DCASE 2026 Challenge Task 4}},
    • institution = {IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events (DCASE Challenge)},
    • year = 2026,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2026-098}
    • }
  •  Richter, J., Masuyama, Y., Boeddeker, C., Edo, T., Wichern, G., Le Roux, J., "Predictive-Generative Drift Decomposition for Speech Enhancement and Separation", arXiv, May 2026.
    BibTeX arXiv
    • @article{Richter2026may,
    • author = {{Richter, Julius and Masuyama, Yoshiki and Boeddeker, Christoph and Edo, Takahiro and Wichern, Gordon and Le Roux, Jonathan}},
    • title = {{Predictive-Generative Drift Decomposition for Speech Enhancement and Separation}},
    • journal = {arXiv},
    • year = 2026,
    • month = may,
    • url = {https://arxiv.org/abs/2605.06189}
    • }
  •  Aihara, R., Masuyama, Y., Paissan, F., Germain, F.G., Wichern, G., Le Roux, J., "SUNAC: Source-aware Unified Neural Audio Codec", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP55912.2026.11461849, May 2026, pp. 14427-14431.
    BibTeX TR2026-032 PDF
    • @inproceedings{Aihara2026may,
    • author = {Aihara, Ryo and Masuyama, Yoshiki and Paissan, Francesco and Germain, François G and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{SUNAC: Source-aware Unified Neural Audio Codec}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2026,
    • pages = {14427--14431},
    • month = may,
    • doi = {10.1109/ICASSP55912.2026.11461849},
    • url = {https://www.merl.com/publications/TR2026-032}
    • }
  •  Han, J., Wang, R., Masuyama, Y., Delcroix, M., Rohdin, J., Du, J., Burget, L., "Spatially Aware Self-Supervised Models for Multi-Channel Neural Speaker Diarization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP55912.2026.11463023, May 2026, pp. 17447-17451.
    BibTeX TR2026-047 PDF
    • @inproceedings{Han2026may,
    • author = {Han, Jiangyu and Wang, Ruoyu and Masuyama, Yoshiki and Delcroix, Marc and Rohdin, Johan and Du, Jun and Burget, Lukáš},
    • title = {{Spatially Aware Self-Supervised Models for Multi-Channel Neural Speaker Diarization}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2026,
    • pages = {17447--17451},
    • month = may,
    • doi = {10.1109/ICASSP55912.2026.11463023},
    • url = {https://www.merl.com/publications/TR2026-047}
    • }
  •  Masuyama, Y., Germain, F.G., Wichern, G., Hori, C., Le Roux, J., "Velocity Potential Neural Field for Efficient Ambisonics Impulse Response Modeling", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP55912.2026.11460631, May 2026, pp. 22582-22586.
    BibTeX TR2026-033 PDF
    • @inproceedings{Masuyama2026may,
    • author = {Masuyama, Yoshiki and Germain, François G and Wichern, Gordon and Hori, Chiori and {Le Roux}, Jonathan},
    • title = {{Velocity Potential Neural Field for Efficient Ambisonics Impulse Response Modeling}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2026,
    • pages = {22582--22586},
    • month = may,
    • doi = {10.1109/ICASSP55912.2026.11460631},
    • url = {https://www.merl.com/publications/TR2026-033}
    • }
  •  Masuyama, Y., Saijo, K., Paissan, F., Han, J., Delcroix, M., Aihara, R., Germain, F.G., Wichern, G., Le Roux, J., "FlexIO: Flexible Single- and Multi-Channel Speech Separation and Enhancement", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP55912.2026.11462393, May 2026, pp. 14417-14421.
    BibTeX TR2026-034 PDF
    • @inproceedings{Masuyama2026may2,
    • author = {Masuyama, Yoshiki and Saijo, Kohei and Paissan, Francesco and Han, Jiangyu and Delcroix, Marc and Aihara, Ryo and Germain, François G and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{FlexIO: Flexible Single- and Multi-Channel Speech Separation and Enhancement}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
    • year = 2026,
    • pages = {14417--14421},
    • month = may,
    • doi = {10.1109/ICASSP55912.2026.11462393},
    • url = {https://www.merl.com/publications/TR2026-034}
    • }
  •  Aihara, R., Masuyama, Y., Germain, F.G., Wichern, G., Le Roux, J., "Exploring Disentangled Neural Speech Codecs from Self-Supervised Representations", IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), DOI: 10.1109/​ICASSP55912.2026.11462776, May 2026, pp. 21992-21996.
    BibTeX TR2026-035 PDF
    • @inproceedings{Aihara2026may2,
    • author = {Aihara, Ryo and Masuyama, Yoshiki and Germain, François G and Wichern, Gordon and {Le Roux}, Jonathan},
    • title = {{Exploring Disentangled Neural Speech Codecs from Self-Supervised Representations}},
    • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)},
    • year = 2026,
    • pages = {21992--21996},
    • month = may,
    • doi = {10.1109/ICASSP55912.2026.11462776},
    • url = {https://www.merl.com/publications/TR2026-035}
    • }
  •  Cornell, S., Boeddeker, C., Park, T., Huang, H., Raj, D., Wiesner, M., Masuyama, Y., Chang, X., Wang, Z.-Q., Squartini, S., Garcia, P., Watanabe, S., "Recent Trends in Distant Conversational Speech Recognition: A Review of CHiME-7 and 8 DASR Challenges", Computer Speech & Language, DOI: 10.1016/​j.csl.2025.101901, Vol. 97, pp. 101901, December 2025.
    BibTeX TR2026-008 PDF
    • @article{Cornell2025dec,
    • author = {Cornell, Samuele and Boeddeker, Christoph and Park, Taejin and Huang, He and Raj, Desh and Wiesner, Matthew and Masuyama, Yoshiki and Chang, Xuankai and Wang, Zhong-Qiu and Squartini, Stefano and Garcia, Paola and Watanabe, Shinji},
    • title = {{Recent Trends in Distant Conversational Speech Recognition: A Review of CHiME-7 and 8 DASR Challenges}},
    • journal = {Computer Speech \& Language},
    • year = 2025,
    • volume = 97,
    • pages = 101901,
    • month = dec,
    • doi = {10.1016/j.csl.2025.101901},
    • url = {https://www.merl.com/publications/TR2026-008}
    • }
  •  Masuyama, Y., Wichern, G., Germain, F.G., Ick, C., Le Roux, J., "RANF: Neural Field-Based HRTF Spatial Upsampling with Retrieval Augmentation and Parameter Efficient Fine-Tuning", IEEE Open Journal of Signal Processing, DOI: 10.1109/​OJSP.2025.3640517, Vol. 7, pp. 32-41, December 2025.
    BibTeX TR2026-007 PDF Software
    • @article{Masuyama2025dec,
    • author = {Masuyama, Yoshiki and Wichern, Gordon and Germain, François G and Ick, Christopher and {Le Roux}, Jonathan},
    • title = {{RANF: Neural Field-Based HRTF Spatial Upsampling with Retrieval Augmentation and Parameter Efficient Fine-Tuning}},
    • journal = {IEEE Open Journal of Signal Processing},
    • year = 2025,
    • volume = 7,
    • pages = {32--41},
    • month = dec,
    • doi = {10.1109/OJSP.2025.3640517},
    • url = {https://www.merl.com/publications/TR2026-007}
    • }
  •  Masuyama, Y., Wichern, G., Germain, F.G., Ick, C., Le Roux, J., "SuDaField: Subject- and Dataset-Aware Neural Field for HRTF Modeling", IEEE Open Journal of Signal Processing, DOI: 10.1109/​OJSP.2025.3627073, Vol. 6, pp. 1169-1178, December 2025.
    BibTeX TR2026-009 PDF Software
    • @article{Masuyama2025dec2,
    • author = {Masuyama, Yoshiki and Wichern, Gordon and Germain, François G and Ick, Christopher and {Le Roux}, Jonathan},
    • title = {{SuDaField: Subject- and Dataset-Aware Neural Field for HRTF Modeling}},
    • journal = {IEEE Open Journal of Signal Processing},
    • year = 2025,
    • volume = 6,
    • pages = {1169--1178},
    • month = dec,
    • doi = {10.1109/OJSP.2025.3627073},
    • url = {https://www.merl.com/publications/TR2026-009}
    • }
  •  Hori, C., Masuyama, Y., Jain, S., Corcodel, R., Jha, D.K., Romeres, D., Le Roux, J., "Robot Confirmation Generation and Action Planning Using Long-context Q-Former Integrated with Multimodal LLM", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), DOI: 10.1109/​ASRU65441.2025.11434641, December 2025.
    BibTeX TR2025-167 PDF
    • @inproceedings{Hori2025dec,
    • author = {Hori, Chiori and Masuyama, Yoshiki and Jain, Siddarth and Corcodel, Radu and Jha, Devesh K. and Romeres, Diego and {Le Roux}, Jonathan},
    • title = {{Robot Confirmation Generation and Action Planning Using Long-context Q-Former Integrated with Multimodal LLM}},
    • booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
    • year = 2025,
    • month = dec,
    • doi = {10.1109/ASRU65441.2025.11434641},
    • issn = {2997-6995},
    • isbn = {979-8-3315-4426-3},
    • url = {https://www.merl.com/publications/TR2025-167}
    • }
  •  Masuyama, Y., "Neural Fields for Spatial Audio Modeling," Tech. Rep. TR2025-171, Speech and Audio in the Northeast (SANE), November 2025.
    BibTeX TR2025-171 PDF
    • @techreport{Masuyama2025nov,
    • author = {Masuyama, Yoshiki},
    • title = {{Neural Fields for Spatial Audio Modeling}},
    • institution = {Speech and Audio in the Northeast (SANE)},
    • year = 2025,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2025-171}
    • }
  •  Masuyama, Y., Germain, F.G., Wichern, G., Ick, C., Le Roux, J., "Physics-Informed Direction-Aware Neural Acoustic Fields", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), DOI: 10.1109/​WASPAA66052.2025.11230918, October 2025.
    BibTeX TR2025-142 PDF
    • @inproceedings{Masuyama2025oct,
    • author = {Masuyama, Yoshiki and Germain, François G and Wichern, Gordon and Ick, Christopher and {Le Roux}, Jonathan},
    • title = {{Physics-Informed Direction-Aware Neural Acoustic Fields}},
    • booktitle = {IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
    • year = 2025,
    • month = oct,
    • doi = {10.1109/WASPAA66052.2025.11230918},
    • url = {https://www.merl.com/publications/TR2025-142}
    • }
  •  Paissan, F., Wichern, G., Masuyama, Y., Aihara, R., Germain, F.G., Saijo, K., Le Roux, J., "FasTUSS: Faster Task-Aware Unified Source Separation", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), DOI: 10.1109/​WASPAA66052.2025.11230943, October 2025.
    BibTeX TR2025-143 PDF
    • @inproceedings{Paissan2025oct,
    • author = {Paissan, Francesco and Wichern, Gordon and Masuyama, Yoshiki and Aihara, Ryo and Germain, François G and Saijo, Kohei and {Le Roux}, Jonathan},
    • title = {{FasTUSS: Faster Task-Aware Unified Source Separation}},
    • booktitle = {IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
    • year = 2025,
    • month = oct,
    • doi = {10.1109/WASPAA66052.2025.11230943},
    • url = {https://www.merl.com/publications/TR2025-143}
    • }