- Moritz, N., Hori, T., Le Roux, J., "Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition", Interspeech, DOI: 10.21437/Interspeech.2021-1693, August 2021, pp. 1822-1826.
BibTeX TR2021-094 PDF- @inproceedings{Moritz2021aug,
- author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition},
- booktitle = {Interspeech},
- year = 2021,
- pages = {1822--1826},
- month = aug,
- doi = {10.21437/Interspeech.2021-1693},
- url = {https://www.merl.com/publications/TR2021-094}
- }
- Moritz, N., Hori, T., Le Roux, J., "Capturing Multi-Resolution Context by Dilated Self-Attention", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9415001, June 2021, pp. 5869-5873.
BibTeX TR2021-036 PDF- @inproceedings{Moritz2021jun,
- author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Capturing Multi-Resolution Context by Dilated Self-Attention},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- pages = {5869--5873},
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9415001},
- url = {https://www.merl.com/publications/TR2021-036}
- }
- Khurana, S., Moritz, N., Hori, T., Le Roux, J., "Unsupervised Domain Adaptation For Speech Recognition via Uncertainty Driven Self-Training", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9414299, June 2021, pp. 6553-6557.
BibTeX TR2021-039 PDF- @inproceedings{Khurana2021jun,
- author = {Khurana, Sameer and Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Unsupervised Domain Adaptation For Speech Recognition via Uncertainty Driven Self-Training},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- pages = {6553--6557},
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9414299},
- url = {https://www.merl.com/publications/TR2021-039}
- }
- Moritz, N., Hori, T., Le Roux, J., "Semi-Supervised Speech Recognition via Graph-Based Temporal Classification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP39728.2021.9414058, June 2021, pp. 6548-6552.
BibTeX TR2021-037 PDF- @inproceedings{Moritz2021jun2,
- author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Semi-Supervised Speech Recognition via Graph-Based Temporal Classification},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2021,
- pages = {6548--6552},
- month = jun,
- doi = {10.1109/ICASSP39728.2021.9414058},
- url = {https://www.merl.com/publications/TR2021-037}
- }
- Hori, T., Moritz, N., Hori, C., Le Roux, J., "Transformer-based Long-context End-to-end Speech Recognition", Interspeech, DOI: 10.21437/Interspeech.2020-2928, October 2020, pp. 5011-5015.
BibTeX TR2020-139 PDF Presentation- @inproceedings{Hori2020oct,
- author = {Hori, Takaaki and Moritz, Niko and Hori, Chiori and Le Roux, Jonathan},
- title = {Transformer-based Long-context End-to-end Speech Recognition},
- booktitle = {Interspeech},
- year = 2020,
- pages = {5011--5015},
- month = oct,
- doi = {10.21437/Interspeech.2020-2928},
- issn = {1990-9772},
- url = {https://www.merl.com/publications/TR2020-139}
- }
- Moritz, N., Wichern, G., Hori, T., Le Roux, J., "All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection", Interspeech, DOI: 10.21437/Interspeech.2020-2757, October 2020, pp. 3112-3116.
BibTeX TR2020-138 PDF Presentation- @inproceedings{Moritz2020oct,
- author = {Moritz, Niko and Wichern, Gordon and Hori, Takaaki and Le Roux, Jonathan},
- title = {All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection},
- booktitle = {Interspeech},
- year = 2020,
- pages = {3112--3116},
- month = oct,
- doi = {10.21437/Interspeech.2020-2757},
- issn = {1990-9772},
- url = {https://www.merl.com/publications/TR2020-138}
- }
- Moritz, N., Hori, T., Le Roux, J., "Streaming Automatic Speech Recognition With The Transformer Model", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9054476, April 2020, pp. 6074-6078.
BibTeX TR2020-040 PDF Video Presentation- @inproceedings{Moritz2020apr,
- author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Streaming Automatic Speech Recognition With The Transformer Model},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2020,
- pages = {6074--6078},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP40776.2020.9054476},
- issn = {2379-190X},
- isbn = {978-1-5090-6631-5},
- url = {https://www.merl.com/publications/TR2020-040}
- }
- Sari, L., Moritz, N., Hori, T., Le Roux, J., "Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory For End-To-End ASR", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9054249, April 2020, pp. 7384-7388.
BibTeX TR2020-037 PDF Video Presentation- @inproceedings{Sari2020apr,
- author = {Sari, Leda and Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory For End-To-End ASR},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2020,
- pages = {7384--7388},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP40776.2020.9054249},
- issn = {2379-190X},
- isbn = {978-1-5090-6631-5},
- url = {https://www.merl.com/publications/TR2020-037}
- }
- Moritz, N., Hori, T., Le Roux, J., "Streaming End-to-End Speech Recognition with Joint CTC-Attention Based Models", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), December 2019, pp. 936-943.
BibTeX TR2019-159 PDF- @inproceedings{Moritz2019dec,
- author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Streaming End-to-End Speech Recognition with Joint CTC-Attention Based Models},
- booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
- year = 2019,
- pages = {936--943},
- month = dec,
- isbn = {978-1-7281-0305-1},
- url = {https://www.merl.com/publications/TR2019-159}
- }
- Moritz, N., Hori, T., Le Roux, J., "Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition", Interspeech, DOI: 10.21437/Interspeech.2019-2837, September 2019, pp. 76-80.
BibTeX TR2019-098 PDF- @inproceedings{Moritz2019sep,
- author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition},
- booktitle = {Interspeech},
- year = 2019,
- pages = {76--80},
- month = sep,
- doi = {10.21437/Interspeech.2019-2837},
- url = {https://www.merl.com/publications/TR2019-098}
- }
- Seki, H., Hori, T., Watanabe, S., Moritz, N., Le Roux, J., "Vectorized Beam Search for CTC-Attention-based Speech Recognition", Interspeech, DOI: 10.21437/Interspeech.2019-2860, September 2019, pp. 3825-3829.
BibTeX TR2019-102 PDF- @inproceedings{Seki2019sep2,
- author = {Seki, Hiroshi and Hori, Takaaki and Watanabe, Shinji and Moritz, Niko and Le Roux, Jonathan},
- title = {Vectorized Beam Search for CTC-Attention-based Speech Recognition},
- booktitle = {Interspeech},
- year = 2019,
- pages = {3825--3829},
- month = sep,
- doi = {10.21437/Interspeech.2019-2860},
- url = {https://www.merl.com/publications/TR2019-102}
- }
- Moritz, N., Hori, T., Le Roux, J., "Triggered Attention for End-to-End Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2019.8683510, May 2019.
BibTeX TR2019-015 PDF- @inproceedings{Moritz2019may,
- author = {Moritz, Niko and Hori, Takaaki and Le Roux, Jonathan},
- title = {Triggered Attention for End-to-End Speech Recognition},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2019,
- month = may,
- doi = {10.1109/ICASSP.2019.8683510},
- url = {https://www.merl.com/publications/TR2019-015}
- }