- 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}
- }
- 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}
- }