Content Gazette - January 2013 - 19

[VOLUME 29 NUMBER 6]

[CONTENTS]
[SPECIAL SECTION-FUNDAMENTAL TECHNOLOGIES
IN MODERN SPEECH RECOGNITION]
16 FROM THE GUEST EDITORS
Sadaoki Furui, Li Deng, Mark Gales,
Hermann Ney, and Keiichi Tokuda

18 LARGE-VOCABULARY
CONTINUOUS SPEECH
RECOGNITION SYSTEMS
George Saon and Jen-Tzung Chien

34 HEARING IS BELIEVING
Richard M. Stern and Nelson Morgan

44 SUBWORD MODELING
FOR AUTOMATIC
SPEECH RECOGNITION
Karen Livescu, Eric Fosler-Lussier,
and Florian Metze

58 DISCRIMINATIVE
TRAINING FOR AUTOMATIC
SPEECH RECOGNITION
Georg Heigold, Hermann Ney,
Ralf Schlüter, and Simon Wiesler

70 STRUCTURED
DISCRIMINATIVE MODELS
FOR SPEECH RECOGNITION
Mark Gales, Shinji Watanabe,
and Eric Fosler-Lussier

82 DEEP NEURAL NETWORKS
FOR ACOUSTIC MODELING
IN SPEECH RECOGNITION
Geoffrey Hinton, Li Deng,
Dong Yu, George E. Dahl,
Abdel-rahman Mohamed,
Navdeep Jaitly, Andrew Senior,
Vincent Vanhoucke, Patrick Nguyen,
Tara N. Sainath, and Brian Kingsbury

98 EXEMPLAR-BASED PROCESSING
FOR SPEECH RECOGNITION
Tara N. Sainath, Bhuvana Ramabhadran,
David Nahamoo, Dimitri Kanevsky,
Dirk Van Compernolle, Kris Demuynck,
Jort Florent Gemmeke, Jerome R.
Bellegarda, and Shiva Sundaram

114 MAKING MACHINES
UNDERSTAND US IN
REVERBERANT ROOMS

[COVER] ©ISTOCKPHOTO.COM/RYCCIO

Takuya Yoshioka, Armin Sehr,
Marc Delcroix, Keisuke Kinoshita,
Roland Maas, Tomohiro Nakatani,
and Walter Kellermann

127 MICROPHONE
ARRAY PROCESSING FOR
DISTANT SPEECH RECOGNITION
Kenichi Kumatani, John McDonough,
and Bhiksha Raj

SCOPE: IEEE Signal Processing Magazine publishes tutorial-style articles on signal processing research and applications, as well as
columns and forums on issues of interest. Its coverage ranges from fundamental principles to practical implementation, reflecting
the multidimensional facets of interests and concerns of the community. Its mission is to bring up-to-date, emerging and active
technical developments, issues, and events to the research, educational, and professional communities. It is also the main Society
communication platform addressing important issues concerning all members.
IEEE SIGNAL PROCESSING MAGAZINE (ISSN 1053-5888) (ISPREG) is published bimonthly by the Institute of Electrical and
Electronics Engineers, Inc., 3 Park Avenue, 17th Floor, New York, NY 10016-5997 USA (+1 212 419 7900). Responsibility for the
contents rests upon the authors and not the IEEE, the Society, or its members. Annual member subscriptions included in
Society fee. Nonmember subscriptions available upon request. Individual copies: IEEE Members $20.00 (first copy only), nonmembers $157.00 per copy. Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. Libraries are
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Printed in the U.S.A.

Digital Object Identifier 10.1109/MSP.2012.2212082

IEEE SIGNAL PROCESSING MAGAZINE
[1] NOVEMBER
www.signalprocessingsociety.org
[19] JANUARY
2013 2012

[COLUMNS]
2 FROM THE EDITOR
Open Access Publications: More
Than a Business Model?
Abdelhak Zoubir

8 PRESIDENT'S MESSAGE
Open Access: Opportunity or Hype?
K.J. Ray Liu

11 SPECIAL REPORTS
Brain Power
John Edwards

14 READER'S CHOICE
Top Downloads in IEEE Xplore

141 BEST OF THE WEB
The MNIST Database of
Handwritten Digit Images for
Machine Learning Research
Li Deng

143 LIFE SCIENCES
Computational Prediction of
Important Regions in Protein
Sequences
Natalia Pietrosemoli, Daniel López,
Aldo Segura-Cabrera, and
Florencio Pazos

168 IN THE SPOTLIGHT
Application of Signal Processing to
Address Wireless Data Demand
Allen B. MacKenzie and Luiz A. DaSilva

[DEPARTMENTS]
10 SOCIETY NEWS
148 DATES AHEAD
149 2012 INDEX


http://www.ISTOCKPHOTO.COM/RYCCIO http://www.signalprocessingsociety.org

Table of Contents for the Digital Edition of Content Gazette - January 2013

Content Gazette - January 2013 - Cover1
Content Gazette - January 2013 - Cover2
Content Gazette - January 2013 - 1
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Content Gazette - January 2013 - Cover3
Content Gazette - January 2013 - Cover4
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