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Book Chapters

1. Dong Yu, Li Deng, "Speech-Centric Multimodal User Interface Design in Mobile Technology", Handbook of Research on User Interface Design and Evaluation for Mobile Technology (Editor: Joanna Lumsden), Jan. 2008, IGI. (to appear)

Journals and Magazines

2. Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero, "A Discriminative Technique for Spoken Utterance Classification", IEEE Transactions on Audio, Speech and Language Processing. (to appear)
3. Dong Yu, Li Deng, Xiaodong He, Alex Acero, "Large-Margin Minimum Classification Error Training: A Theoretical Risk Minimization Perspective", Computer Speech and Language, Volume 22, Issue 4, October 2008, Pages 415-429.
4. Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, "Robust Speech Recognition Using a Cepstral Minimum-Mean-Square-Error-Motivated Noise Suppressor", IEEE Transactions on Audio, Speech and Language Processing. (to appear)
5. Ye-Yi Wang, Dong Yu, Yun-Cheng Ju, Alex Acero, "Voice Search – An Introduction", IEEE Signal Processing Magazine (Special Issue on Spoken Language Technology), May 2008 (to appear)
6. Dong Yu, Li Deng, Alex Acero, "A Lattice Search Technique for a Long-Contextual-Span Hidden Trajectory Model of Speech", Speech Communication, Elsevier. Volume: 48 Issue: 9, Sep 2006. pp. 1214-1226.
7. Li Deng, Dong Yu, and Alex Acero. "Structured Speech Modeling", IEEE Trans. on Audio, Speech and Language Processing. Volume: 14 Issue: 5, Sep 2006. pp. 1492- 1504.
8. Dong Yu, Deborah Frincke, "Improving the Quality of Alerts and Predicting Intruder¡¯s Next Goal with Hidden Colored Petri-Net", Computer Networks, Volume 51, Issue 3, 21 February 2007, Pages 632-654.
9. Dong Yu, Li Deng, Alex Acero, "Speaker-Adaptive Learning of Resonance Targets in a Hidden Trajectory Model of Speech Coarticulation", Computer Speech and Language, Vol. 27, 2007, pp. 72-87.
10. Li Deng, Dong Yu, and Alex Acero, "A Bi-Directional Target-Filtering Model of Speech Coarticulation and Reduction: Two-Stage Implementation for Phonetic Recognition", IEEE Trans. Audio, Speech & Language Proc, vol. 14, No. 1, pp 256-265, Jan 2006.
11. Dong Yu, Alex Acero, "Semiautomatic Improvements of System-Initiative Spoken Dialog Applications Using Interactive Clustering", © IEEE Trans. Speech & Audio Proc (Special Issue on Data Mining of Speech, Audio and Dialog), Sept. 2005, vol.13, no. 5pp 661-671.
12. Li Deng, Dong Yu, "A Speech-Centric Perspective for Human-Computer Interface - A Case Study", Journal of VLSI Signal Processing Systems (Special Issue on Multimedia Signal Processing), Vol. 41, No. 3. pp. 255-269, November 2005.

Refereed Conferences

13. Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero, "Adaptation of Compressed HMM Parameters for Resource-Constrained Speech Recognition", ICASSP 2008, Las Vegas, USA.
14. Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero, "HMM Adaptation Using a Phase-Sensitive Acoustic Distortion Model For Environment-Robust Speech Recognition", ICASSP 2008, Las Vegas, USA.
15. Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, "a Minimum-Mean-Square-Error Noise Reduction Algorithm on Mel-Frequency Cepstra for Robust Speech Recognition", ICASSP 2008, Las Vegas, USA.
16. Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero, "High-Performance HMM Adaptation With Joint Compensation of Additive and Convolutive Distortions Via Vector Taylor Series", ASRU 2007, Kyoto, Japan.
17. Ivan Tashev, Michael Seltzer, Yun-Cheng Ju, Dong Yu and Alex Acero, "Commute UX: Telephone Dialog System for Location-based Services", SIGDIAL 2007, Antwerp, Belgium.
18. Dong Yu, Li Deng, "Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition", ICSC 2007, Irvine, CA (invited).
19. Geoffrey Zweig, Patrick Nguyen, Yun-Cheng Ju, Ye-Yi Wang, Dong Yu, Alex Acero, "The Voice-Rate Dialog System for Consumer Ratings", Interspeech 2007, Antwerp, Belgium.
20. Dong Yu, Li Deng, Alex Acero, "Handling Phonetic Context and Speaker Variation in a Structure-Based Speech Recognizer", Interspeech 2007, Antwerp, Belgium.
21. J. Sherwani, Dong Yu, Tim, Paek, Mary Czerwinski, Yun-Cheng Ju, Alex Acero, "VoicePedia: Towards Speech-based Access to Unstructured Information", Interspeech 2007, Antwerp, Belgium.
22. Dong Yu, Yun-Cheng Ju, Ye-Yi Wang, Geoffrey Zweig, Alex Acero, "Automated Directory Assistance System - from Theory to Practice", Interspeech 2007, Antwerp, Belgium.
23. Ye-Yi Wang, Dong Yu, Yun-Cheng Ju, Geoffrey Zweig, Alex Acero, "Confidence Measures for Voice Search Applications", Interspeech 2007, Antwerp, Belgium.
24. Dong Yu, Li Deng, Xiaodong He, Alex Acero, "Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks", ICASSP 2007, Hawaii, USA.
25. Li Deng, Dong Yu, "Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition", ICASSP 2007, Hawaii, USA.
26. Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero, "A Discriminative Training Framework Using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification", ICASSP 2007, Hawaii, USA.
27. Dong Yu, Li Deng, Xiaodong He, Alex Acero, "Use of Incrementally Regulated Discriminative Margins in MCE Training for Speech Recognition", in Proc. of the Interspeech Conference. Pittsburgh, Sep, 2006.
28. Xiaolong Li, Li Deng, Dong Yu, Alex Acero, "A Time-Synchronous Phonetic Decoder for a Long-Contextual-Span Hidden Trajactory Model", Proc. of the Interspeech Conference. Pittsburgh, Sep, 2006.
29. Dong Yu, Yun Cheng Ju, Alex Acero, "Effective and Efficient Utterance Verification Technology Using Word N-gram Filler Models", in Proc. of the Interspeech Conference. Pittsburgh, Sep, 2006.
30. Dong Yu, Yun Cheng Ju, Ye-Yi Wang, Alex Acero, "N-Gram Based Filler Model for Robust Grammar Authoring",in Proc. ICASSP 2006, Toulouse, France, May 2006.
31. Li Deng, Dong Yu, and Alex Acero. "A Generative Modeling Framework for Structured Hidden Speech Dynamics", in Proc. NIPS Workshop on Advances in Structured Learning for Text and Speech Processing 2005.
32. Li Deng, Dong Yu, and Alex Acero. "A Long-Contextual-Span Model of Resonance Dynamics for Speech Recognition: Parameter Learning and Recognizer Evaluation," in Proc. ASRU2005.
33. Dong Yu, Li Deng, and Alex Acero. "Learning Statistically Characterized Resonance Targets in a Hidden Trajectory Model of Speech Coarticulation and Reduction," in Proc of Interspeech, Lisbon, Sept 2005.
34. Li Deng, Dong Yu, and Alex Acero."Evaluation of a Long-contextual-span Hidden Trajectory Model and Phonetic Recognizer Using A* Lattice Search," in Proc of Interspeech, Lisbon, Sept 2005.
35. Dong Yu, Deborah Frincke, "Alert Confidence Fusion in Intrusion Detection Systems with Extended Dempster-Shafer Theory" © ACM, in the 43rd Annual ACM Southeast Conference, Kennesaw, Georgia, March 18, 19 & 20, 2005.
36. Dong Yu, Milind Mahajan, Peter Mau, and Alex Acero, "Maximum Entropy Based Generic Filter for Language Model Adaptation", in ICASSP 05, March 19-23, 2005, Philadelphia, PA, USA
37. Li Deng, Xiang Li, Dong Yu, and Alex Acero, "A Hidden Trajectory Model with Bi-directional Target-Filtering: Cascaded vs. Integrated Implementation for Phonetic Recognition", in ICASSP 05, March 19-23, 2005, Philadelphia, PA, USA
38. Dong Yu, Mei-Yuh Hwang , Peter Mau, Alex Acero, Li Deng, "Unsupervised Learning from Users' Error Correction in Speech Dictation", in Proceedings of InterSpeech-ICSLP 2004, October 4-8, 2004, Jeju, Korea.
39. Li Deng, Dong Yu, and Alex Acero, "A Quantitative Model for Formant Dynamics and Contextually Assimilated Reduction in Fluent Speech", in Proceedings of InterSpeech-ICSLP 2004.
40. Dong Yu, Deborah Frincke, "A Novel Framework for Alert Correlation and Understanding" (© Springer-Verlag), Springer's LNCS series, vol 3089. International Conference on Applied Cryptography and Network Security (ACNS) 2004.
41. Dong Yu, Deborah Frincke, "Towards Survivable Intrusion Detection System", the 37th Hawaii International Conference On System Science (HICSS-37), Big Island, Hawaii, 2004.
42. Dong Yu, Kuansan Wang, Milind Mahajan, Peter Mau, Alex Acero, "Improved Name Recognition With User Modeling", in Proceedings of EUROSPEECH 03, Geneva, Switzerland, 2003.
43. Lei Yao, Dong Yu, and Taiyi Huang, "A unified spectral transformation adaptation approach for robust speech recognition", in Proceedings of the fourth International Conference in Spoken Language Proceedings (ICSLP-96), Philadelphia, PA, USA, 1996.
44. Dong Yu and Taiyi Huang, "Canonical Correlation Based Compensation Approach for Robust Speech Recognition in Noisy Environment", in Proceedings of EUROSPEECH 95, pp477-480, Madrid, Spain, 1995.
45. Dong Yu and Taiyi Huang, "A New HMM/NN Hybrid Method for High Performance Speech Recognition", in Proceedings of International Conference in Spoken Language Processing (ICSLP-94), Yokohama, Japan, 1994.
46. Dong Yu and Taiyi Huang, "A New Time-alignment Approach for Robust Neural Network Based Speech Recognition", in Proceedings of IEEE International Conference in Signal Processing (ICSP-93), Beijiang, China, 1993.

Other Conferences and/or Short Papers:

47. Geoffrey Zweig, Y.C. Ju, Patrick Nguyen, Dong Yu, Ye-Yi Wang, Alex Acero, "Voice-Rate: A Dialog System for Consumer Ratings", NAACL-HLT 2007, Rochester, New York, USA, pp31-32.
48. Li Deng, Xiang Li, Dong Yu, and Alex Acero, "Novel Acoustic Modeling with Structured Hidden Dynamics for Speech Coarticulation and Reduction", in Proc. of the DARPA RT04 Workshop. Palisades, New York, Nov 2004.

Chinese Publications

49. Dong Yu, Taiyi Huang, and Daowen Chen, "Chinese Consonant Recognition Based on Multi-State Gaussian Competitive Neural Networks", in Proceedings of Chinese Conference on Neural Networks (CCNN), Wuhan, China, 1994 (in Chinese).
50. Dong Yu, Taiyi Huang, and Daowen Chen, "A Fast NN/HMM Hybrid Approach for Speech Recognition", in Proceedings of Chinese Conference on Man-Machine Interface (CCMMI), China, 1994 (in Chinese).