Fellows
/Senior Distinguished
Researchers
/Distinguished
Researchers
- Distinguished Researcher
Marc Delcroix
- NTT Communication Science Laboratories
- Distinguished Researcher
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Speech signal processing for robust recognition of human conversations
I pursue innovative research to develop key technologies for understanding natural human conversations by combining signal processing and deep learning.
In this page
Awards
- 2015 Best Paper Award Honorable Mention at the 2015 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
- 2006 IEEE Kansai section student paper award for the paper entitled "On the use of LIME dereverberation algorithm in an acoustic environment with a noise source".
- 2007 Sato Paper Awards from the acoustic society of Japan (ASJ) for the paper entitled "Speech dereverberation algorithm using transfer function estimates with overestimated order"
Academic Activities
- Technical Committee member IEEE SLTC (2018.1-)
- Senior affiliate at the 2020 Jelinek summer workshop
- Publication chair of IEEE ASRU2017
- Senior affiliate at the 2015 Jelinek summer workshop
- Co-organizer of the REVERB challenge and Publication chair of the REVERB workshop (2011.7-2014.5)
Visiting Professor
- Visiting Professor, Faculty of Science and Engineering, Waseda University 2014－2018
Publications
Books
- Watanabe, S., Delcroix, M., Metze, F. and Hershey, J.R. (Editors), New Era for Robust Speech Recognition: Exploiting Deep Learning, Springer (2017).
Papers
- Haeb-Umbach, R., Heymann, J., Drude, L., Watanabe, S., Delcroix, M. and Nakatani, T. "Far-Field Automatic Speech Recognition," tutorial article in the Proceedings of IEEE
- Zmolikova, K., Delcroix, M., Kinoshita, K., Ochiai, T., Nakatani, T., Burget, L. and Cernocky, J. "SpeakerBeam: Speaker aware neural network for target speaker extraction in speech mixtures, Journal of Selected Topics in Signal Processing," IEEE Journal of Selected Topics in Signal Processing, vol. 13, no. 4, pp. 800-814, Aug. 2019.
- Delcroix, M., Zmolikova, K., Kinoshita, K., Ogawa, A., Nakatani, T., "Single channel speaker extraction and recognition with SpeakerBeam," Proc. of 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'18), April 2018.
- Delcroix, M., Hikichi, T. and Miyoshi, M., "Precise dereverberation using multi-channel linear prediction," IEEE Trans. ASLP, vol. 15, no. 2, pp 430-440, 2007.