Milind Mahajan
PRODUCT UNIT MANAGER
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Publications
- Sumit Basu, Surabhi Gupta, Milind Mahajan, Patrick Nguyen, and John C. Platt, Scalable Summaries of Spoken Conversations, in IUI '08: Proceedings of the 13th international conference on Intelligent user interfaces, Association for Computing Machinery, Inc., January 2008
- Patrick Nguyen, Jianfeng Gao, and Milind Mahajan, MSRLM: a scalable language modeling toolkit, no. MSR-TR-2007-144, November 2007
- Milind Mahajan, Patrick Nguyen, and Geoffrey Zweig, Summarization of Multiple User Reviews in the Restaurant Domain, no. MSR-TR-2007-126, September 2007
- Patrick Nguyen, Milind Mahajan, and Xiaodong He, Training Non-Parametric Features for Statistical Machine Translation , Association for Computational Linguistics, June 2007
- Milind Mahajan, Asela Gunawardana, and Alex Acero, Training algorithms for hidden conditional random fields, in International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., May 2006
- Ye-Yi Wang, John Lee, Milind Mahajan, and Alex Acero, Combining Statistical and Knowledge-Based Spoken Language Understanding in Conditional Models, in COLING/ACL06, Association for Computational Linguistics, Sydney, Australia, 2006
- Jasha Droppo, Milind Mahajan, Asela Gunawardana, and Alex Acero, How to Train a Discriminative Front End with Stochastic Gradient Descent and Maximum Mutual Information, in Proc. of the IEEE Workshop on Automatic Speech Recognition and Understanding, Institute of Electrical and Electronics Engineers, Inc., Puerto Rico, December 2005
- Asela Gunawardana, Milind Mahajan, Alex Acero, and John C. Platt, Hidden Conditional Random Fields for Phone Classification, in International Conference on Speech Communication and Technology, International Speech Communication Association, September 2005
- Dong Yu, Milind Mahajan, P. Mau, and Alex Acero, Maximum Entropy Based Generic Filter for Language Model Adaptation, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, IEEE, March 2005
- Ye-Yi Wang, John Lee, Milind Mahajan, and Alex Acero, Statistical Spoken Language Understanding: from Generative Model to Conditional Model, in NIPS Workshop: Advances in Structured Learning for Text and Speech Processing, Whistler, BC, Canada, 2005
- Li Deng, Ye-Yi Wang, Kuansan Wang, Alex Acero, Hsiao Hon, Jasha Droppo, C. Boulis, Derek Jacoby, Milind Mahajan, Ciprian Chelba, and Xuedong Huang, Speech and language processing for multimodal human-computer interaction (Invited Article) , in Journal of VLSI Signal Processing Systems (Special issue on Real-World Speech Processing), vol. 36, no. 2-3, pp. 161 - 187, Kluwer Academic , 2004
- Dong Yu, Kuansan Wang, Milind Mahajan, Peter Mau, and Alex Acero, Improved Name Recognition With User Modeling, in Proc. of the Eurospeech Conference, International Speech Communication Association, September 2003
- Yongang Deng, Milind Mahajan, and Alex Acero, Estimating Speech Recognition Error Rate without Acoustic Test Data,, in Proc. of the European Conference on Speech Communication, International Speech Communication Association, September 2003
- Y. Deng, Milind Mahajan, and Alex Acero, Estimating Speech Recognition Error Rate without Acoustic Test Data, in Proc. of the Eurospeech Conference, September 2003
- C. Chelba, Milind Mahajan, and Alex Acero, Speech Utterance Classification, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, April 2003
- Li Deng, Alex Acero, Ye-Yi Wang, Kuansan Wang, Hsiao-Wuen Hon, Jasha Droppo, Milind Mahajan, and XD Huang, A speech-centric perspective for human-computer interface, in Proc. of the IEEE Fifth Workshop on Multimedia Signal Processing, Institute of Electrical and Electronics Engineers, Inc., December 2002
- Milind Mahajan and Ciprian Chelba, Growth Transform for Conditional Maximum Likelihood Estimation of Log-Linear Models, no. MSR-TR-2002-65, June 2002
- Li Deng, Kuansan Wang, Alex Acero, Hsiao-Wuen Hon, Jasha Droppo, Constantinos Boulis, Ye-Yi Wang, Derek Jacoby, Milind Mahajan, Ciprian Chelba, and Xuedong D. Huang, Distributed Speech Processing in MiPad’s Multimodal User Interface, in IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, vol. 10, no. 8, pp. 605-619, Institute of Electrical and Electronics Engineers, Inc., 2002
- C. Chelba and Milind Mahajan, Information Extraction Using the Structured Language Model, in Proc. of the Int. Conf. on Empirical Methods in Natural Language Processing, June 2001
- Xuedong Huang, Alex Acero, C. Chelba, Li Deng, Jasha Droppo, D. Duchene, J. Goodman, Hsiao-Wuen Hon, D. Jacoby, L. Jiang, R. Loynd, Milind Mahajan, P. Mau, S. Meredith, S. Mughal, S. Neto, M. Plumpe, K. Stery, G. Venolia, Kuansan Wang, and Ye-Yi Wang, MIPAD: A Multimodal Interactive Prototype, in International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Salt Lake City, Utah, USA, 2001
- Ye-Yi Wang, Milind Mahajan, and Xuedong Huang, A unified context-free grammar and n-gram model for spoken language processing, in Proc. of Int. Conf. on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., June 2000
- Ye-Yi Wang, Milind Mahajan, and Xudong Huang, A Unified Context-Free Grammar And N-Gram Model For Spoken Language Processing, in IEEE International Conference on Acoustics, Speech, and Signal Processing, Institute of Electrical and Electronics Engineers, Inc., Istanbul, Turkey, 2000
- Xuedong Huang, Alex Acero, Ciprian Chelba, Li Deng, Doug Duchene, Joshua Goodman, Hsiao-Wuen Hon, Derek Jacoby, Li Jiang, Ricky Loynd, Milind Mahajan, Peter Mau, Scott Meredith, Salman Mughal, Salvado Neto, Mike Plumpe, Kuansan Wang, and Ye-Yi Wang, MiPad: A Next Generation PDA Prototype, in International Conference on Spoken Language Processing, International Speech Communication Association, Beijing, China, 2000
- Milind Mahajan, D. Beeferman, and Xuedong Huang, Improved Topic-Dependent Language Modeling Using Information Retrieval Techniques, in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing, March 1999
- Li Jiang, Mei-Yuh Hwang, Milind Mahajan, and X.D. Huang, Sharing for Continuous Hidden Markov Models, March 1999
