What to Expect from Expected Kneser-Ney Smoothing
Michael Levit, Sarangarajan Parthasarathy, Shawn Chang
Interspeech 2018 | September 2018
Michael Levit
Principal Applied Scientist
Publications
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N-gram Smoothing on Expected Fractional Counts
Michael Levit, Sarangarajan Parthasarathy, Shawn Chang
MSR-TR-2018-16 | June 2018
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Don’t Count on ASR to Transcribe for You: Breaking Bias with Two Crowds
Michael Levit, Yan Huang, Shawn Chang, Yifan Gong
Interspeech | August 2017
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Word-Phrase-Entity Recurrent Neural Networks for Language Modeling
Michael Levit, Sarangarajan Parthasarathy, Shawn Chang
Interspeech 2016 | August 2016
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Discriminative Training of Context-Dependent Language Model Scaling Factors and Interpolation Weights
Issac Alphonso, Michael Levit, Shawn Chang
Proc. ASRU | December 2015
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End-to-End Crowdsourcing Approach for Unbiased High-Quality Transcription of Speech
Michael Levit, Shawn Chang
HCOMP, Proc. HCOMP | November 2015
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Personalization of Word-Phrase-Entity Language Models
Michael Levit, Andreas Stolcke, R. Subba, Sarangarajan Parthasarathy, Shawn Chang, S. Xie, T. Anastasakos, B. Dumoulin
Proc. Interspeech | September 2015
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Token-level Interpolation for Class-Based Language Models
Michael Levit, Andreas Stolcke, Shawn Chang, Sarangarajan Parthasarathy
Proc. IEEE ICASSP | April 2015
Proc. IEEE ICASSP
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Word-Phrase-Entity Language Models: Getting More Mileage out of N-Grams
Michael Levit, Sarangarajan Parthasarathy, Shuangyu Chang, Andreas Stolcke, Benoît Dumoulin
Proc. Interspeech | September 2014
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Accelerating Recurrent Neural Network Training via Two Stage Classes and Parallelization
Geoffrey Zweig, Michael Levit, Shawn Chang
ASRU | December 2013
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Improving unsupervised language model adaptation with discriminative data filtering
Shawn Chang, Michael Levit, Sarangarajan Parthasarathy, Benoit Dumoulin
INTERSPEECH | August 2013
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END-TO-END SPEECH RECOGNITION ACCURACY METRIC FOR VOICE-SEARCH TASKS
Michael Levit, Nick Kibre, Shawn Chang
ICASSP | March 2012
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Garbage Modeling with Decoys for a Sequential Recognition Scenario
Michael Levit, Shawn Chang, Bruce Buntschuh
ASRU | December 2009
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IXIR: A Statistical Information Distillation System
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur, Daniel Gillick
Computer Speech & Language | September 2009, Vol 23: pp. 527-542
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Unsupervised Learning of Edit Parameters for Matching Name Variants
Dilek Hakkani-Tür, Michael Levit
Proc. of Interspeech | September 2008
-
An Iterative Unsupervised Learning Method for Information Distillation
Dilek Hakkani-Tür, Gokhan Tur, Michael Levit
ICASSP, Proc. of ICASSP | March 2008
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Integrating Several Annotation Layers for Statistical Information Distillation
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur, Daniel Gillick
Proc. of ASRU | December 2007
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Exploiting Information Extraction Annotations for Document Retrieval in Distillation Tasks
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur
Interspeech, Proc. of Interspeech | August 2007
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Selecting On-Topic Sentences from Natural Language Corpora
Michael Levit, Elizabeth Boschee, Marjorie Freedman
Proceedings of Interspeech | August 2007
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Interpretation of Spatial Language in a Map Navigation Task
Michael Levit, Deb Roy
Transactions on Systems, Man and Cybernetics, Transactions on Systems, Man and Cybernetics, Part B | June 2007
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The Human Speechome Project
Deb Roy, Rupal Patel, Philip DeCamp, Rony Kubat, Michael Fleischman, Brandon Roy, Nikolaos Mavridis, Stefanie Tellex, Alexia Salata, Jethran Guinness, Michael Levit, Peter Gorniak
Cognitive Science | June 2006
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Spoken Language Understanding without Transcriptions in a Call Canter Scenario
June 2005
Thèse de doctorat : Logos Verlag | June 2005
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Of All Things the Measure is Man: Automatic Classification of Emotions and Inter-labeler Consistency
Stefan Steidl, Michael Levit, Anton Batliner, Elmar Noth, Heinrich Niemann
Proc. of ICASSP | March 2005
Proc. of ICASSP
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Der Einsatz Unterschiedlicher Klassifikationssysteme zur Rutschungserkennungs (in German)
January 2005
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Aspects of Named Entity Processing
Proc. of ICSLP | October 2004
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Context-Sensitive Evaluation and Correction of Phone Recognition Output
Proc. of Eurospeech | September 2003
Proc. of Eurospeech
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USING EM-TRAINED STRING-EDIT DISTANCES FOR APPROXIMATE MATCHING OF ACOUSTIC MORPHEMES
Proc. of ICSLP | September 2002
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Multipass algorithm for acquisition of salient acoustic morphemes
Michael Levit, A. L. Gorin, J. H. Wright
Proc. of Eurospeech | September 2001
Proc. of Eurospeech
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Use of prosodic speech characteristics for automated detection of alcohol intoxication
ISCA Workshop on Prosody in Speech Recognition and Understanding, Workshop on Prosody in Speech Recognition and Understanding | October 2001
Workshop on Prosody in Speech Recognition and Understanding
-
-
-
Discriminative Estimation of Interpolation Parameters for Language Model Classifiers
Proc. of ICASSP | March 1999
-
-
-
What to Expect from Expected Kneser-Ney Smoothing
Michael Levit, Sarangarajan Parthasarathy, Shawn Chang
Interspeech 2018 | September 2018
-
N-gram Smoothing on Expected Fractional Counts
Michael Levit, Sarangarajan Parthasarathy, Shawn Chang
MSR-TR-2018-16 | June 2018
-
Don’t Count on ASR to Transcribe for You: Breaking Bias with Two Crowds
Michael Levit, Yan Huang, Shawn Chang, Yifan Gong
Interspeech | August 2017
-
Word-Phrase-Entity Recurrent Neural Networks for Language Modeling
Michael Levit, Sarangarajan Parthasarathy, Shawn Chang
Interspeech 2016 | August 2016
-
Personalization of Word-Phrase-Entity Language Models
Michael Levit, Andreas Stolcke, R. Subba, Sarangarajan Parthasarathy, Shawn Chang, S. Xie, T. Anastasakos, B. Dumoulin
Proc. Interspeech | September 2015
-
Token-level Interpolation for Class-Based Language Models
Michael Levit, Andreas Stolcke, Shawn Chang, Sarangarajan Parthasarathy
Proc. IEEE ICASSP | April 2015
Proc. IEEE ICASSP
-
Word-Phrase-Entity Language Models: Getting More Mileage out of N-Grams
Michael Levit, Sarangarajan Parthasarathy, Shuangyu Chang, Andreas Stolcke, Benoît Dumoulin
Proc. Interspeech | September 2014
-
Improving unsupervised language model adaptation with discriminative data filtering
Shawn Chang, Michael Levit, Sarangarajan Parthasarathy, Benoit Dumoulin
INTERSPEECH | August 2013
-
IXIR: A Statistical Information Distillation System
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur, Daniel Gillick
Computer Speech & Language | September 2009, Vol 23: pp. 527-542
-
Unsupervised Learning of Edit Parameters for Matching Name Variants
Dilek Hakkani-Tür, Michael Levit
Proc. of Interspeech | September 2008
-
An Iterative Unsupervised Learning Method for Information Distillation
Dilek Hakkani-Tür, Gokhan Tur, Michael Levit
ICASSP, Proc. of ICASSP | March 2008
-
Integrating Several Annotation Layers for Statistical Information Distillation
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur, Daniel Gillick
Proc. of ASRU | December 2007
-
Selecting On-Topic Sentences from Natural Language Corpora
Michael Levit, Elizabeth Boschee, Marjorie Freedman
Proceedings of Interspeech | August 2007
-
Exploiting Information Extraction Annotations for Document Retrieval in Distillation Tasks
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur
Interspeech, Proc. of Interspeech | August 2007
-
Interpretation of Spatial Language in a Map Navigation Task
Michael Levit, Deb Roy
Transactions on Systems, Man and Cybernetics, Transactions on Systems, Man and Cybernetics, Part B | June 2007
-
Aspects of Named Entity Processing
Proc. of ICSLP | October 2004
-
-
-
Multipass algorithm for acquisition of salient acoustic morphemes
Michael Levit, A. L. Gorin, J. H. Wright
Proc. of Eurospeech | September 2001
Proc. of Eurospeech
-
Discriminative Training of Context-Dependent Language Model Scaling Factors and Interpolation Weights
Issac Alphonso, Michael Levit, Shawn Chang
Proc. ASRU | December 2015
-
End-to-End Crowdsourcing Approach for Unbiased High-Quality Transcription of Speech
Michael Levit, Shawn Chang
HCOMP, Proc. HCOMP | November 2015
-
END-TO-END SPEECH RECOGNITION ACCURACY METRIC FOR VOICE-SEARCH TASKS
Michael Levit, Nick Kibre, Shawn Chang
ICASSP | March 2012
-
Leveraging Call Context Information to Improve Confidence Classification
SLT | December 2010
-
Garbage Modeling with Decoys for a Sequential Recognition Scenario
Michael Levit, Shawn Chang, Bruce Buntschuh
ASRU | December 2009
-
IXIR: A Statistical Information Distillation System
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur, Daniel Gillick
Computer Speech & Language | September 2009, Vol 23: pp. 527-542
-
Unsupervised Learning of Edit Parameters for Matching Name Variants
Dilek Hakkani-Tür, Michael Levit
Proc. of Interspeech | September 2008
-
An Iterative Unsupervised Learning Method for Information Distillation
Dilek Hakkani-Tür, Gokhan Tur, Michael Levit
ICASSP, Proc. of ICASSP | March 2008
-
Integrating Several Annotation Layers for Statistical Information Distillation
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur, Daniel Gillick
Proc. of ASRU | December 2007
-
Selecting On-Topic Sentences from Natural Language Corpora
Michael Levit, Elizabeth Boschee, Marjorie Freedman
Proceedings of Interspeech | August 2007
-
Exploiting Information Extraction Annotations for Document Retrieval in Distillation Tasks
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur
Interspeech, Proc. of Interspeech | August 2007
-
Interpretation of Spatial Language in a Map Navigation Task
Michael Levit, Deb Roy
Transactions on Systems, Man and Cybernetics, Transactions on Systems, Man and Cybernetics, Part B | June 2007
-
The Human Speechome Project
Deb Roy, Rupal Patel, Philip DeCamp, Rony Kubat, Michael Fleischman, Brandon Roy, Nikolaos Mavridis, Stefanie Tellex, Alexia Salata, Jethran Guinness, Michael Levit, Peter Gorniak
Cognitive Science | June 2006
-
Spoken Language Understanding without Transcriptions in a Call Canter Scenario
June 2005
Thèse de doctorat : Logos Verlag | June 2005
-
Of All Things the Measure is Man: Automatic Classification of Emotions and Inter-labeler Consistency
Stefan Steidl, Michael Levit, Anton Batliner, Elmar Noth, Heinrich Niemann
Proc. of ICASSP | March 2005
Proc. of ICASSP
-
Aspects of Named Entity Processing
Proc. of ICSLP | October 2004
-
Context-Sensitive Evaluation and Correction of Phone Recognition Output
Proc. of Eurospeech | September 2003
Proc. of Eurospeech
-
USING EM-TRAINED STRING-EDIT DISTANCES FOR APPROXIMATE MATCHING OF ACOUSTIC MORPHEMES
Proc. of ICSLP | September 2002
-
Use of prosodic speech characteristics for automated detection of alcohol intoxication
ISCA Workshop on Prosody in Speech Recognition and Understanding, Workshop on Prosody in Speech Recognition and Understanding | October 2001
Workshop on Prosody in Speech Recognition and Understanding
-
-
-
End-to-End Crowdsourcing Approach for Unbiased High-Quality Transcription of Speech
Michael Levit, Shawn Chang
HCOMP, Proc. HCOMP | November 2015
-
Interpretation of Spatial Language in a Map Navigation Task
Michael Levit, Deb Roy
Transactions on Systems, Man and Cybernetics, Transactions on Systems, Man and Cybernetics, Part B | June 2007
-
Der Einsatz Unterschiedlicher Klassifikationssysteme zur Rutschungserkennungs (in German)
January 2005
-
Use of prosodic speech characteristics for automated detection of alcohol intoxication
ISCA Workshop on Prosody in Speech Recognition and Understanding, Workshop on Prosody in Speech Recognition and Understanding | October 2001
Workshop on Prosody in Speech Recognition and Understanding
-
-
-
Discriminative Estimation of Interpolation Parameters for Language Model Classifiers
Proc. of ICASSP | March 1999
-
Accelerating Recurrent Neural Network Training via Two Stage Classes and Parallelization
Geoffrey Zweig, Michael Levit, Shawn Chang
ASRU | December 2013
-
-
-
Garbage Modeling with Decoys for a Sequential Recognition Scenario
Michael Levit, Shawn Chang, Bruce Buntschuh
ASRU | December 2009
-
-
-
The Human Speechome Project
Deb Roy, Rupal Patel, Philip DeCamp, Rony Kubat, Michael Fleischman, Brandon Roy, Nikolaos Mavridis, Stefanie Tellex, Alexia Salata, Jethran Guinness, Michael Levit, Peter Gorniak
Cognitive Science | June 2006
-
-
-
Of All Things the Measure is Man: Automatic Classification of Emotions and Inter-labeler Consistency
Stefan Steidl, Michael Levit, Anton Batliner, Elmar Noth, Heinrich Niemann
Proc. of ICASSP | March 2005
Proc. of ICASSP
-
-
-
Multipass algorithm for acquisition of salient acoustic morphemes
Michael Levit, A. L. Gorin, J. H. Wright
Proc. of Eurospeech | September 2001
Proc. of Eurospeech
-
Discriminative Estimation of Interpolation Parameters for Language Model Classifiers
Proc. of ICASSP | March 1999
-
What to Expect from Expected Kneser-Ney Smoothing
Michael Levit, Sarangarajan Parthasarathy, Shawn Chang
Interspeech 2018 | September 2018
-
Word-Phrase-Entity Recurrent Neural Networks for Language Modeling
Michael Levit, Sarangarajan Parthasarathy, Shawn Chang
Interspeech 2016 | August 2016
-
Discriminative Training of Context-Dependent Language Model Scaling Factors and Interpolation Weights
Issac Alphonso, Michael Levit, Shawn Chang
Proc. ASRU | December 2015
-
End-to-End Crowdsourcing Approach for Unbiased High-Quality Transcription of Speech
Michael Levit, Shawn Chang
HCOMP, Proc. HCOMP | November 2015
-
Personalization of Word-Phrase-Entity Language Models
Michael Levit, Andreas Stolcke, R. Subba, Sarangarajan Parthasarathy, Shawn Chang, S. Xie, T. Anastasakos, B. Dumoulin
Proc. Interspeech | September 2015
-
Token-level Interpolation for Class-Based Language Models
Michael Levit, Andreas Stolcke, Shawn Chang, Sarangarajan Parthasarathy
Proc. IEEE ICASSP | April 2015
Proc. IEEE ICASSP
-
Word-Phrase-Entity Language Models: Getting More Mileage out of N-Grams
Michael Levit, Sarangarajan Parthasarathy, Shuangyu Chang, Andreas Stolcke, Benoît Dumoulin
Proc. Interspeech | September 2014
-
Improving unsupervised language model adaptation with discriminative data filtering
Shawn Chang, Michael Levit, Sarangarajan Parthasarathy, Benoit Dumoulin
INTERSPEECH | August 2013
-
END-TO-END SPEECH RECOGNITION ACCURACY METRIC FOR VOICE-SEARCH TASKS
Michael Levit, Nick Kibre, Shawn Chang
ICASSP | March 2012
-
Leveraging Call Context Information to Improve Confidence Classification
SLT | December 2010
-
Garbage Modeling with Decoys for a Sequential Recognition Scenario
Michael Levit, Shawn Chang, Bruce Buntschuh
ASRU | December 2009
-
Unsupervised Learning of Edit Parameters for Matching Name Variants
Dilek Hakkani-Tür, Michael Levit
Proc. of Interspeech | September 2008
-
An Iterative Unsupervised Learning Method for Information Distillation
Dilek Hakkani-Tür, Gokhan Tur, Michael Levit
ICASSP, Proc. of ICASSP | March 2008
-
Integrating Several Annotation Layers for Statistical Information Distillation
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur, Daniel Gillick
Proc. of ASRU | December 2007
-
Selecting On-Topic Sentences from Natural Language Corpora
Michael Levit, Elizabeth Boschee, Marjorie Freedman
Proceedings of Interspeech | August 2007
-
Exploiting Information Extraction Annotations for Document Retrieval in Distillation Tasks
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur
Interspeech, Proc. of Interspeech | August 2007
-
Interpretation of Spatial Language in a Map Navigation Task
Michael Levit, Deb Roy
Transactions on Systems, Man and Cybernetics, Transactions on Systems, Man and Cybernetics, Part B | June 2007
-
Of All Things the Measure is Man: Automatic Classification of Emotions and Inter-labeler Consistency
Stefan Steidl, Michael Levit, Anton Batliner, Elmar Noth, Heinrich Niemann
Proc. of ICASSP | March 2005
Proc. of ICASSP
-
Der Einsatz Unterschiedlicher Klassifikationssysteme zur Rutschungserkennungs (in German)
January 2005
-
Aspects of Named Entity Processing
Proc. of ICSLP | October 2004
-
Context-Sensitive Evaluation and Correction of Phone Recognition Output
Proc. of Eurospeech | September 2003
Proc. of Eurospeech
-
USING EM-TRAINED STRING-EDIT DISTANCES FOR APPROXIMATE MATCHING OF ACOUSTIC MORPHEMES
Proc. of ICSLP | September 2002
-
Use of prosodic speech characteristics for automated detection of alcohol intoxication
ISCA Workshop on Prosody in Speech Recognition and Understanding, Workshop on Prosody in Speech Recognition and Understanding | October 2001
Workshop on Prosody in Speech Recognition and Understanding
-
-
-
N-gram Smoothing on Expected Fractional Counts
Michael Levit, Sarangarajan Parthasarathy, Shawn Chang
MSR-TR-2018-16 | June 2018
-
-
-
Don’t Count on ASR to Transcribe for You: Breaking Bias with Two Crowds
Michael Levit, Yan Huang, Shawn Chang, Yifan Gong
Interspeech | August 2017
-
Accelerating Recurrent Neural Network Training via Two Stage Classes and Parallelization
Geoffrey Zweig, Michael Levit, Shawn Chang
ASRU | December 2013
-
IXIR: A Statistical Information Distillation System
Michael Levit, Dilek Hakkani-Tür, Gokhan Tur, Daniel Gillick
Computer Speech & Language | September 2009, Vol 23: pp. 527-542
-
The Human Speechome Project
Deb Roy, Rupal Patel, Philip DeCamp, Rony Kubat, Michael Fleischman, Brandon Roy, Nikolaos Mavridis, Stefanie Tellex, Alexia Salata, Jethran Guinness, Michael Levit, Peter Gorniak
Cognitive Science | June 2006
-
-
-
Spoken Language Understanding without Transcriptions in a Call Canter Scenario
June 2005
Thèse de doctorat : Logos Verlag | June 2005
-