Publications

17 / 4,132 publications found.


  •  Edo, T., Wichern, G., Fujimura, T., Boeddeker, C., Masuyama, Y., Richter, J., Saijo, K., Le Roux, J., "When Speech is Noise: Speech Removal for Machine Anomaly Detection", Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), October 2026.
    BibTeX TR2026-162 PDF
    • @inproceedings{Edo2026oct,
    • author = {Edo, Takahiro and Wichern, Gordon and Fujimura, Takuya and Boeddeker, Christoph and Masuyama, Yoshiki and Richter, Julius and Saijo, Kohei and {Le Roux}, Jonathan},
    • title = {{When Speech is Noise: Speech Removal for Machine Anomaly Detection}},
    • booktitle = {Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)},
    • year = 2026,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2026-162}
    • }
  •  Fujimura, T., Wichern, G., Masuyama, Y., Boeddeker, C., Saijo, K., Richter, J., Edo, T., Le Roux, J., "Anomalous Sound Detection Meets Noise-Aware Self-Supervised Learning", Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), October 2026.
    BibTeX TR2026-165 PDF
    • @inproceedings{Fujimura2026oct,
    • 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 = {{Anomalous Sound Detection Meets Noise-Aware Self-Supervised Learning}},
    • booktitle = {Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)},
    • year = 2026,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2026-165}
    • }
  •  Saijo, K., Masuyama, Y., Boeddeker, C., Wichern, G., Richter, J., Edo, T., Le Roux, J., "An S5 System based on Multi-stage Separation and Classification", Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), October 2026.
    BibTeX TR2026-163 PDF
    • @inproceedings{Saijo2026oct,
    • author = {Saijo, Kohei and Masuyama, Yoshiki and Boeddeker, Christoph and Wichern, Gordon and Richter, Julius and Edo, Takahiro and {Le Roux}, Jonathan},
    • title = {{An S5 System based on Multi-stage Separation and Classification}},
    • booktitle = {Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)},
    • year = 2026,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2026-163}
    • }
  •  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, DOI: 10.21437/​Interspeech.2026-2514, September 2026, pp. 2958-2962.
    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,
    • pages = {2958--2962},
    • month = sep,
    • doi = {10.21437/Interspeech.2026-2514},
    • issn = {2958-1796},
    • 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, pp. 2963-2967.
    BibTeX TR2026-139 PDF Software
    • @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,
    • pages = {2963--2967},
    • month = sep,
    • issn = {2958-1796},
    • 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}
    • }
  •  Masuyama, Y., Wichern, G., Boeddeker, C., Richter, J., Edo, T., Bhosale, S., Le Roux, J., "HRTF Personalization via Sim-to-Real Neural Field", Interspeech, DOI: 10.21437/​Interspeech.2026-1391, September 2026, pp. 696-701.
    BibTeX TR2026-135 PDF Software
    • @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,
    • pages = {696--701},
    • month = sep,
    • doi = {10.21437/Interspeech.2026-1391},
    • issn = {2958-1796},
    • 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 Software
    • @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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Boeddeker, C., Subramanian, A.S., Wichern, G., Haeb-Umbach, R., Le Roux, J., "TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings", IEEE/ACM Transactions on Audio, Speech, and Language Processing, DOI: 10.1109/​TASLP.2024.3350887, Vol. 32, pp. 1185-1197, February 2024.
    BibTeX TR2024-006 PDF Software
    • @article{Boeddeker2024feb,
    • author = {Boeddeker, Christoph and Subramanian, Aswin Shanmugam and Wichern, Gordon and Haeb-Umbach, Reinhold and {Le Roux}, Jonathan},
    • title = {{TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings}},
    • journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
    • year = 2024,
    • volume = 32,
    • pages = {1185--1197},
    • month = feb,
    • doi = {10.1109/TASLP.2024.3350887},
    • issn = {2329-9304},
    • url = {https://www.merl.com/publications/TR2024-006}
    • }
  •  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}
    • }