Challenges in adopting speech recognition

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Challenges in adopting speech recognition

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Communications of the ACM archive
Volume 47 , Issue 1 (January 2004) table of contents
Multimodal interfaces that flex, adapt, and persist

SPECIAL ISSUE: Multimodal interfaces that flex, adapt, and persist table of contents

Pages: 69 - 75

Year of Publication: 2004

ISSN:0001-0782

Authors

Li Deng	Microsoft Research, Redmond, WA
Xuedong Huang	Microsoft .NET Speech Technologies Group, Redmond, WA

Publisher

ACM New York, NY, USA

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Downloads (6 Weeks): 28, Downloads (12 Months): 228, Citation Count: 6

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ABSTRACT

Although progress has been impressive, there are still several hurdles that speech recognition technology must clear before ubiquitous adoption can be realized. R&D in spontaneous and free-flowing speech style is critical to its success.

REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

	1	DARPA's EARS Conference (Boston, MA, May 21--22, 2003).
	2	DARPA's EARS Kickoff Meeting (Vienna, VA, May 9--10, 2002).
	3	Datamonitor. Voice Automation---Past, Present, and Future. White Paper (July 2003).
	4	Deng, L., and O'Shaughnessy, D. Speech Processing---A Dynamic and Optimization-Oriented Approach. Marcel Dekker, NY, 2003.
	5	Deng, L. Wang, K., Acero, A., Hon, H., Droppo, J., Boulis, C., Wang, Y., Jacoby, D., Mahajan, M., Chelba, C., and Huang, X.D. Distributed speech processing in MiPad's multimodal user interface. IEEE Transactions on Speech and Audio 10 (2002), 605--619.
	6	Furui, S. Recent progress in spontaneous speech recognition and understanding. In Proceedings of the IEEE Workshop on Multimedia Signal Processing (Dec. 2002).
	7	Hirsch, H., and Pearce, D. The AURORA experimental framework for the performance evaluations of speech recognition systems under noisy conditions. ISCA ITRW Workshop on Automatic Speech Recognition (Paris, 2000).
	8	Xuedong Huang , Hsiao-Wuen Hon , Raj Reddy, Spoken Language Processing: A Guide to Theory, Algorithm, and System Development, Prentice Hall PTR, Upper Saddle River, NJ, 2001
	9	Neti, C., Iyengar, G., Potamianos, G., Senior, A., and Maison, B. Perceptual interfaces for information interaction: Joint processing of audio and visual information for human-computer interaction. In the ICSLP Proceedings 1. (Beijing, 2000), 11--14.
	10	Oviatt, S. Breaking the robustness barrier: Recent progress on the design of robust multimodal systems. Advances in Computers. M. Zelkowitz, Ed. Academic Press, 2002, 305--341.
	11	Zhang, Y. et al. Air- and bone-conductive integrated microphones for robust speech detection and enhancement. In Proceedings of the IEEE Workshop on Automatic Speech Recognition and Understanding. (St. Thomas, U.S. Virgin Islands, Dec, 2003.)

CITED BY 6

	Richard A. Frost, Call for a public-domain SpeechWeb, Communications of the ACM, v.48 n.11, p.45-49, November 2005
	Eric H. C. Choi, On compensating the Mel-frequency cepstral coefficients for noisy speech recognition, Proceedings of the 29th Australasian Computer Science Conference, p.49-54, January 16-19, 2006, Hobart, Australia
	Lee Hoi Leong , Shinsuke Kobayashi , Noboru Koshizuka , Ken Sakamura, CASIS: a context-aware speech interface system, Proceedings of the 10th international conference on Intelligent user interfaces, January 10-13, 2005, San Diego, California, USA
	Ludo Maat , Maja Pantic, Gaze-X: adaptive affective multimodal interface for single-user office scenarios, Proceedings of the 8th international conference on Multimodal interfaces, November 02-04, 2006, Banff, Alberta, Canada
	Hatem M. Wasfy , Tamer M. Wasfy , Ahmed K. Noor, An interrogative visualization environment for large-scale engineering simulations, Advances in Engineering Software, v.35 n.12, p.805-813, December 2004
	Maja Pantic , Alex Pentland , Anton Nijholt , Thomas Huang, Human computing and machine understanding of human behavior: a survey, Proceedings of the 8th international conference on Multimodal interfaces, November 02-04, 2006, Banff, Alberta, Canada