Research Developments and Directions in Speech Recognition and Understanding, Part 1
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Baker_Research-Developments.pdf
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93.99 KB
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Author(s)
Baker, Janet M.
Glass, James R.
Khudanpur, Sanjeev
Lee, Chin-Hui
Morgan, Nelson
O'Shaughnessy, Douglas
Date Issued
April 2009
Journal
IEEE Signal Processing Magazine
Publisher
Institute of Electrical and Electronics Engineers
Citation
Baker, J.; Li Deng; Glass, J.; Khudanpur, S.; Chin-hui Lee; Morgan, N.; O'Shaughnessy, D.; , "Developments and directions in speech recognition and understanding, Part 1 [DSP Education]," Signal Processing Magazine, IEEE , vol.26, no.3, pp.75-80, May 2009
URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4815544&isnumber=4815532 © 2009 Institute of Electrical and Electronics Engineers
Version
Final published version
Abstract
To advance research, it is important to identify promising future research directions, especially those that have not been adequately pursued or funded in the past. The working group producing this article was charged to elicit from the human language technology (HLT) community a set of well-considered directions or rich areas for future research that could lead to major paradigm shifts in the field of automatic speech recognition (ASR) and understanding. ASR has been an area of great interest and activity to the signal processing and HLT communities over the past several decades. As a first step, this group reviewed major developments in the field and the circumstances that led to their success and then focused on areas it deemed especially fertile for future research. Part 1 of this article will focus on historically significant developments in the ASR area, including several major research efforts that were guided by different funding agencies, and suggest general areas in which to focus research.
MIT Department
Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Terms of Use
Article is made available in accordance with the publisher’s policy and may be subject to US copyright law. Please refer to the publisher’s site for terms of use.
Persistent DSpace Link
DOI of Published Version
http://dx.doi.org/10.1109/MSP.2009.932166
