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Sameer R. Maskey                                                                                  

Research Staff Member, IBM T.J. Watson Research Center
Teaching Fall 2012, Adjunct Assistant Professor Info on the course
Education:

Ph.D, 2008, Columbia University (Computer Science)
M.S, 2005, Columbia University (Computer Science)
B.S. 2002, Bates College, (Math and Physics)

Info:

I have been doing research in statistical methods/machine learning for natural language and speech processing for a number of years now, working at various labs in Caltech, Carnegie Mellon, Auburn University, AT&T Shannon Labs, IBM T.J. Watson Research Center and Columbia University. I have worked on various topics such as Speech to Speech translation, Text-to-Speech synthesis (TTS), Automatic Speech Recognition (ASR), summarization, Question Answering (QA), multimodal intelligent agents, Machine Learning (ML), and information extraction.

I graduated from Columbia University with PhD in Computer Science in 2008. I currently work as a Research Staff Member (Research Scientist) at IBM T.J. Watson Research Center on statistical machine translation and speech-to-speech translation. I started at Columbia University in the fall of 2002 working for Prof. Julia Hirschberg. I graduated from Bates College with B.S (Honors) in May of 2002 in Math and Physics.

Teaching

Fall 2012, Statistical NLP for the Web     pdflink

Spring 2010, Statistical Methods for Natural Language Processing (COMS E6998-7)


Professional Services

Reviewer, CICLING 2011
Reviewer, ICASSP 2011
Session chair, COLING 2010
Review Committee, SLT 2010
Invited Talk, CUNY 2010
Invited Lecture, Columbia University, 2010
Reviewer, Interspeech 2010
Reviewer, ACL 2010
Reviewer, HLT 2010
Program Committee Member, ASRU 2009
Reviewer, Journal of Computer Speech and Language, 2009
Reviewer, International Conference on Audio, Speech and Signal Processing, 2009
Reviewer, Journal: Transaction of Audio, Speech and Language Processing, 2008 - present
Reviewer, Journal : IEEE letters, 2008
Reviewer, International Conference on Speech and Language Processing, 2008, 2009
Reviewer, Journal of Data Knowledge & Engineering, 2008
PhD Committee, Dept. of Computer Science, Columbia University, Sept. 2006 - Sept. 2008
Review Committee, Special Session - Speech Summarization, InterSpeech, 2006
Program Committee Member, HLT, 2004
Reviewer, Journal of Speech Communications, 2004
Research Project Liaison, Columbia University, 2004 - 2007

Publications:

2010

19) Maskey, S.R., Rennie S.J, Zhou, B., "A Power Mean Based Algorithm for Combining Multiple Alignment Tables ", COLING 2010, Beijing China pdflink

18) Sainath, T, Maskey, S.R., Ramabhadran, B., Kanevsky, D., Nahamoo, D., Hirschberg, J., "Sparse Representations for Text Categorization ", Interspeech, 2010, Japan pdflink

17) Maskey, S.R., Rennie S.J, Zhou, B., "Combining Many Alignments for Speech to Speech Translation ", Interspeech, 2010, Japan pdflink

16) Maskey, S.R., Zhou, B., "Rapid Integration of Parts of Speech Information to Improve Reordering Model for English-Farsi Speech to Speech Translation ", ICASSP, March 2010, Dallas, US pdflink

2009

15) Maskey, S.R., Dakka, W., "Named Entity Network Using Wikipedia", Interspeech 2009, Brighton, UK pdflink

14) Sarikaya, R., Maskey, S.R. , Zhang, R., Jan, E., Wang, D., Ramabhadran, B., Roukos, S., "Iterative Sentence-Pair Extraction from Quasi-Parallel Corpora for Machine Translation", Interspeech 2009, Brighton, UK pdflink

13) Maskey, S.R., Sethy, A., "Resampling Auxiliary Data for Language Model Adaptation in Machine Translation for Speech ", ICASSP 2009, Taiwan pdflink

2007-2008


12) Maskey, S.R
, Cmejrek, M., Zhou, B., Gao, Y., "Class based Named Entity Translation for Speech to Speech Translation System,", Spoken Language Technology, 2008, Goa, India pdflink

11) Maskey, S.R., Rosenberg, A., Hirschberg, J., "Intonational Phrases for Speech Summarization," Interspeech 2008, Brisbane, Australia pdflink

10) Mari Ostendorf, Benoit Favre, Ralph Grishman, Dilek Hakkani-Tur, Mary Harper, Dustin Hillard, Julia Hirschberg, Heng Ji, Jeremy G. Kahn, Yang Liu, Maskey S.R., Evegeny Matusov, Hermann Ney, Andrew Rosenberg, Elizabeth Shriberg, Weng Wang and Chuck Wooters. "Speech Segmentation and its Impact on Spoken Document Processing", IEEE Signal Processing Magazine, Special Issue on Spoken Language Technology, May 2008 pdflink

Maskey, S.R., "Automatic Broadcast News Speech Summarization", PhD Thesis, Columbia University, New York, NY pdflink

2006

9) Maskey, S.R., Zhou, B., Gao, Y., "A Phrase-Level Machine Translation Approach for Disfluency Detection Using Weighted Finite State Transducers", Interspeech 2006, Pittsburgh, PA pdflink

8) Maskey, S.R. & Hirschberg, J. "Soundbite Detection in Broadcast News Domain", Interspeech 2006, Pittsburgh, PA pdflink

7) Maskey, S.R. & Hirschberg, J. "Summarizing Speech Without Text Using Hidden Markov Models", HLT-NAACL 2006 (short), New York, NY pdflink

2005

6) Maskey, S.R. & Hirschberg, J. "Comparing Lexial, Acoustic/Prosodic, Discourse and Structural Features for Speech Summarization", Eurospeech 2005, Lisbon, Portugal pdflink

5) McKeown, K., Hirschberg, J., Galley, M., Maskey, S.R., “From Text to Speech Summarization”, ICASSP 2005, Philadelphia, PA pdflink

2004

4) Maskey, S.R., Black, A.B., Tomokiyo, L.M., "Bootstrapping Phonetic Lexicon for New Languages", ICSLP 2004, South Korea. (best student paper nomination)pdflink

3) Maskey, S.R., Bacchiani, M., Roark, Brian., Sproat, R., "Improved Name Recognition using Meta-Data dependent Name Networks", ICASSP 2004, Montreal, Canada. pdflink

2) Thorisson, K., Benko, H., Abramov, D., Arnold, A., Maskey, S.R., Vaseekaran, A., "Constructionist Design Methodology for Interactive Intelligences", p 77-90, AI Magazine, Vol. 25, No. 4, Winter 2004.pdflink

2003

1) Maskey, S.R. & Hirschberg, J., "Automatic Summarization of Broadcast News using Structural Features", Eurospeech 2003, Geneva, Switzerland.pdflink


Pending Patents

Bacchiani, M., Maskey, S.R., Roark, B., Sproat, R., "A System and Method Using Meta-Data for Spoken Dialog Systems"  U. S. Prov. Application No: 60/515,896. Filed for International Patent as well. Filed in Oct. 2003

Maskey, S.R., Zhou, B., Gao, Y., “Disfluency Detection for a Speech-to-Speech Translation System Using Phrase-level Machine Translation with Weighted Finite State Transducers, Filed in August 2006