Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques

Reinhold Haeb-Umbach; Shinji Watanabe; Tomohiro Nakatani; Michiel Bacchiani; Bjorn Hoffmeister; Michael L. Seltzer; Heiga Zen; Mehrez Souden

doi:10.1109/MSP.2019.2918706

Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques

Reinhold Haeb-Umbach, Shinji Watanabe, Tomohiro Nakatani, Michiel Bacchiani, Bjorn Hoffmeister, Michael L. Seltzer, Heiga Zen, Mehrez Souden

研究成果: Review article › 査読

83 被引用数 (Scopus)

本文言語	English
論文番号	8887564
ページ（範囲）	111-124
ページ数	14
ジャーナル	IEEE Signal Processing Magazine
巻	36
号	6
DOI	https://doi.org/10.1109/MSP.2019.2918706
出版ステータス	Published - 2019 11月
外部発表	はい

ASJC Scopus subject areas

信号処理
電子工学および電気工学
応用数学

文献へのアクセス

10.1109/MSP.2019.2918706

他のファイルとリンク

引用スタイル

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title = "Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques",

author = "Reinhold Haeb-Umbach and Shinji Watanabe and Tomohiro Nakatani and Michiel Bacchiani and Bjorn Hoffmeister and Seltzer, {Michael L.} and Heiga Zen and Mehrez Souden",

note = "Funding Information: Mehrez Souden (msouden@apple.com) received his Ph.D. and M.Sc. degrees from the Institut National de la Recherche Scientifique, University of Qu{\'e}bec, Montr{\'e}al, Canada, in 2010 and 2006, respectively. Currently, he is a senior audio and speech processing engineer with Interactive Media Group, Apple Inc. He was with the Nippon Telegraph and Telephone Communication Science Laboratories, Kyoto, Japan, from 2010 to 2012; the School of Electrical and Computer Engineering, the Georgia Institute of Technology, Atlanta, from 2013 to 2014; and the Intel Corporation from 2014 to 2015. In 2016, he joined Apple Inc. to work on signal processing and machine learning with an emphasis on acoustics and speech. He has published more than 50 papers. He received the Alexander Graham Bell Canada Graduate Scholarship and a postdoctoral fellowship, both from the National Sciences and Engineering Research Council, in 2008 and 2013, respectively.",

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AU - Seltzer, Michael L.

AU - Zen, Heiga

AU - Souden, Mehrez

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