Voice Search: Say What You Want and Get It

Established: December 15, 2008

Publications

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- Personalizing Model M for Voice-search
  
  Geoffrey Zweig, Shawn Chang
  
  Interspeech | January 2011
  
  Interspeech
  
  Publication
- Roles of Pre-Training and Fine-Tuning in Context-Dependent DBN-HMMs for Real-World Speech Recognition
  
  Dong Yu, Li Deng, George E. Dahl
  
  NIPS 2010 workshop on Deep Learning and Unsupervised Feature Learning | December 2010
  
  Publication Project
- Discriminative Training Methods for Language Models Using Conditional Entropy Criteria
  
  Jui-Ting Huang, Xiao Li, Alex Acero
  
  ICASSP | March 2010
  
  ICASSP
  
  Publication
- Discriminative Template Extraction for Direct Modeling
  
  Shankar Shivappa, Patrick Nguyen, Geoffrey Zweig
  
  ICASSP | January 2010
  
  Publication
- From Flat Direct Models to Segmental CRF Models
  
  Geoffrey Zweig, Patrick Nguyen
  
  ICASSP | January 2010
  
  ICASSP
  
  Publication
- Speech Recognition with Flat Direct Models
  
  Patrick Nguyen, Georg Heigold, Geoffrey Zweig
  
  IEEE Journal of Selected Topics in Signal Processing | January 2010
  
  Publication
- Using continuous features in the maximum entropy model
  
  Li Deng, Alex Acero, Dong Yu
  
  Pattern Recognition Letters | October 2009, Vol 30(8): pp. 1295-1300
  
  Publication Project
- Leveraging Multiple Query Logs to Improve Language Models for Spoken Query Recognition
  
  Xiao Li, Patrick Nguyen, Geoffrey Zweig, Dan Bohus
  
  ICASSP | April 2009
  
  Publication Project
- A Flat Direct Model for Speech Recognition
  
  Georg Heigold, Geoffrey Zweig, Xiao Li, Patrick Nguyen
  
  ICASSP-2009 | January 2009
  
  Publication
- A Segmental CRF Approach to Large Vocabulary Continuous Speech Recognition
  
  Geoffrey Zweig, Patrick Nguyen
  
  ASRU | January 2009
  
  Publication
- Active Learning and Semi-supervised Learning for Speech Recognition: A Unified Framework using the Global Entropy Reduction Maximization Criterion
  
  Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
  
  Computer Speech and Language - Special Issue on Emergent Artificial Intelligence Approaches for Pattern Recognition in Speech and Language Processing | January 2009
  
  Publication Project
- Multi-scale Personalization for Voice Search Applications
  
  Daniel Bolanos, Geoffrey Zweig, Patrick Nguyen
  
  HLT-NAACL 2009 | January 2009
  
  HLT-NAACL 2009
  
  Publication
- Learning N-Best Correction Models from Implicit User Feedback in a Multi-Modal Local Search Application
  
  Dan Bohus, Xiao Li, Patrick Nguyen, Geoffrey Zweig
  
  Special Interest Group on Discourse and Dialogue (SIGdial) | June 2008
  
  Publication Project
- Language Modeling For Voice Search: A Machine Translation Approach
  
  Xiao Li, Y. C. Ju, Geoffrey Zweig, Alex Acero
  
  ICASSP | March 2008
  
  Publication
- Optimal Dialog in Consumer-Rating Systems using a POMDP Framework
  
  Zhifei Li, Patrick Nguyen, Geoffrey Zweig
  
  In Proceedings of SIGdial | January 2008
  
  Publication
- Structured Models for Joint Decoding of Repeated Utterances
  
  Geoffrey Zweig, Dan Bohus, Xiao Li, Patrick Nguyen
  
  In Proceedings of Interspeech | January 2008
  
  Publication Project Project
- Summarization of Multiple User Reviews in the Restaurant Domain
  
  Patrick Nguyen, Milind Mahajan, Geoffrey Zweig
  
  MSR-TR-2007-126 | September 2007
  
  Publication
- Automated Directory Assistance System – from Theory to Practice
  
  Dong Yu, Y. C. Ju, Ye-Yi Wang, Geoffrey Zweig, Alex Acero
  
  Proc. of Interspeech | August 2007
  
  Publication Project
- Confidence Measures for Voice Search Applications
  
  Ye-Yi Wang, Dong Yu, Yu-Cheng Ju, Geoffrey Zweig, Alex Acero
  
  8th Annual Conference of the International Speech Communication Association | January 2007
  
  8th Annual Conference of the International Speech Communication Association
  
  Publication
- The Voice-Rate Dialog System for Consumer Ratings
  
  Geoffrey Zweig, Patrick Nguyen, Y. C. Ju, Ye-Yi Wang, Dong Yu, Alex Acero
  
  INTERSPEECH | January 2007
  
  INTERSPEECH
  
  Publication Project
- Automatic construction of Unique Signatures and Confusable sets for Natural Language Directory Assistance Application
  
  E. E. Jan, Benoit Maison, Lidia Mangu, Geoffrey Zweig
  
  Proceedings of Eurospeech | January 2003
  
  Proceedings of Eurospeech
  
  Publication

- Personalizing Model M for Voice-search
  
  Geoffrey Zweig, Shawn Chang
  
  Interspeech | January 2011
  
  Interspeech
  
  Publication
- Roles of Pre-Training and Fine-Tuning in Context-Dependent DBN-HMMs for Real-World Speech Recognition
  
  Dong Yu, Li Deng, George E. Dahl
  
  NIPS 2010 workshop on Deep Learning and Unsupervised Feature Learning | December 2010
  
  Publication Project
- Speech Recognition with Flat Direct Models
  
  Patrick Nguyen, Georg Heigold, Geoffrey Zweig
  
  IEEE Journal of Selected Topics in Signal Processing | January 2010
  
  Publication
- Discriminative Template Extraction for Direct Modeling
  
  Shankar Shivappa, Patrick Nguyen, Geoffrey Zweig
  
  ICASSP | January 2010
  
  Publication
- From Flat Direct Models to Segmental CRF Models
  
  Geoffrey Zweig, Patrick Nguyen
  
  ICASSP | January 2010
  
  ICASSP
  
  Publication
- A Segmental CRF Approach to Large Vocabulary Continuous Speech Recognition
  
  Geoffrey Zweig, Patrick Nguyen
  
  ASRU | January 2009
  
  Publication
- Active Learning and Semi-supervised Learning for Speech Recognition: A Unified Framework using the Global Entropy Reduction Maximization Criterion
  
  Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
  
  Computer Speech and Language - Special Issue on Emergent Artificial Intelligence Approaches for Pattern Recognition in Speech and Language Processing | January 2009
  
  Publication Project
- Personalizing Model M for Voice-search
  
  Geoffrey Zweig, Shawn Chang
  
  Interspeech | January 2011
  
  Interspeech
  
  Publication
- Roles of Pre-Training and Fine-Tuning in Context-Dependent DBN-HMMs for Real-World Speech Recognition
  
  Dong Yu, Li Deng, George E. Dahl
  
  NIPS 2010 workshop on Deep Learning and Unsupervised Feature Learning | December 2010
  
  Publication Project
- Speech Recognition with Flat Direct Models
  
  Patrick Nguyen, Georg Heigold, Geoffrey Zweig
  
  IEEE Journal of Selected Topics in Signal Processing | January 2010
  
  Publication
- Discriminative Template Extraction for Direct Modeling
  
  Shankar Shivappa, Patrick Nguyen, Geoffrey Zweig
  
  ICASSP | January 2010
  
  Publication
- From Flat Direct Models to Segmental CRF Models
  
  Geoffrey Zweig, Patrick Nguyen
  
  ICASSP | January 2010
  
  ICASSP
  
  Publication
- Using continuous features in the maximum entropy model
  
  Li Deng, Alex Acero, Dong Yu
  
  Pattern Recognition Letters | October 2009, Vol 30(8): pp. 1295-1300
  
  Publication Project
- A Segmental CRF Approach to Large Vocabulary Continuous Speech Recognition
  
  Geoffrey Zweig, Patrick Nguyen
  
  ASRU | January 2009
  
  Publication
- Active Learning and Semi-supervised Learning for Speech Recognition: A Unified Framework using the Global Entropy Reduction Maximization Criterion
  
  Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
  
  Computer Speech and Language - Special Issue on Emergent Artificial Intelligence Approaches for Pattern Recognition in Speech and Language Processing | January 2009
  
  Publication Project
- Multi-scale Personalization for Voice Search Applications
  
  Daniel Bolanos, Geoffrey Zweig, Patrick Nguyen
  
  HLT-NAACL 2009 | January 2009
  
  HLT-NAACL 2009
  
  Publication
- Discriminative Training Methods for Language Models Using Conditional Entropy Criteria
  
  Jui-Ting Huang, Xiao Li, Alex Acero
  
  ICASSP | March 2010
  
  ICASSP
  
  Publication
- Using continuous features in the maximum entropy model
  
  Li Deng, Alex Acero, Dong Yu
  
  Pattern Recognition Letters | October 2009, Vol 30(8): pp. 1295-1300
  
  Publication Project
- Leveraging Multiple Query Logs to Improve Language Models for Spoken Query Recognition
  
  Xiao Li, Patrick Nguyen, Geoffrey Zweig, Dan Bohus
  
  ICASSP | April 2009
  
  Publication Project
- A Flat Direct Model for Speech Recognition
  
  Georg Heigold, Geoffrey Zweig, Xiao Li, Patrick Nguyen
  
  ICASSP-2009 | January 2009
  
  Publication
- Learning N-Best Correction Models from Implicit User Feedback in a Multi-Modal Local Search Application
  
  Dan Bohus, Xiao Li, Patrick Nguyen, Geoffrey Zweig
  
  Special Interest Group on Discourse and Dialogue (SIGdial) | June 2008
  
  Publication Project
- Language Modeling For Voice Search: A Machine Translation Approach
  
  Xiao Li, Y. C. Ju, Geoffrey Zweig, Alex Acero
  
  ICASSP | March 2008
  
  Publication
- Optimal Dialog in Consumer-Rating Systems using a POMDP Framework
  
  Zhifei Li, Patrick Nguyen, Geoffrey Zweig
  
  In Proceedings of SIGdial | January 2008
  
  Publication
- Structured Models for Joint Decoding of Repeated Utterances
  
  Geoffrey Zweig, Dan Bohus, Xiao Li, Patrick Nguyen
  
  In Proceedings of Interspeech | January 2008
  
  Publication Project Project
- Summarization of Multiple User Reviews in the Restaurant Domain
  
  Patrick Nguyen, Milind Mahajan, Geoffrey Zweig
  
  MSR-TR-2007-126 | September 2007
  
  Publication
- Automated Directory Assistance System – from Theory to Practice
  
  Dong Yu, Y. C. Ju, Ye-Yi Wang, Geoffrey Zweig, Alex Acero
  
  Proc. of Interspeech | August 2007
  
  Publication Project
- The Voice-Rate Dialog System for Consumer Ratings
  
  Geoffrey Zweig, Patrick Nguyen, Y. C. Ju, Ye-Yi Wang, Dong Yu, Alex Acero
  
  INTERSPEECH | January 2007
  
  INTERSPEECH
  
  Publication Project
- Confidence Measures for Voice Search Applications
  
  Ye-Yi Wang, Dong Yu, Yu-Cheng Ju, Geoffrey Zweig, Alex Acero
  
  8th Annual Conference of the International Speech Communication Association | January 2007
  
  8th Annual Conference of the International Speech Communication Association
  
  Publication
- Automatic construction of Unique Signatures and Confusable sets for Natural Language Directory Assistance Application
  
  E. E. Jan, Benoit Maison, Lidia Mangu, Geoffrey Zweig
  
  Proceedings of Eurospeech | January 2003
  
  Proceedings of Eurospeech
  
  Publication
- Active Learning and Semi-supervised Learning for Speech Recognition: A Unified Framework using the Global Entropy Reduction Maximization Criterion
  
  Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
  
  Computer Speech and Language - Special Issue on Emergent Artificial Intelligence Approaches for Pattern Recognition in Speech and Language Processing | January 2009
  
  Publication Project

- Personalizing Model M for Voice-search
  
  Geoffrey Zweig, Shawn Chang
  
  Interspeech | January 2011
  
  Interspeech
  
  Publication
- Roles of Pre-Training and Fine-Tuning in Context-Dependent DBN-HMMs for Real-World Speech Recognition
  
  Dong Yu, Li Deng, George E. Dahl
  
  NIPS 2010 workshop on Deep Learning and Unsupervised Feature Learning | December 2010
  
  Publication Project
- Discriminative Training Methods for Language Models Using Conditional Entropy Criteria
  
  Jui-Ting Huang, Xiao Li, Alex Acero
  
  ICASSP | March 2010
  
  ICASSP
  
  Publication
- Discriminative Template Extraction for Direct Modeling
  
  Shankar Shivappa, Patrick Nguyen, Geoffrey Zweig
  
  ICASSP | January 2010
  
  Publication
- From Flat Direct Models to Segmental CRF Models
  
  Geoffrey Zweig, Patrick Nguyen
  
  ICASSP | January 2010
  
  ICASSP
  
  Publication
- Leveraging Multiple Query Logs to Improve Language Models for Spoken Query Recognition
  
  Xiao Li, Patrick Nguyen, Geoffrey Zweig, Dan Bohus
  
  ICASSP | April 2009
  
  Publication Project
- A Flat Direct Model for Speech Recognition
  
  Georg Heigold, Geoffrey Zweig, Xiao Li, Patrick Nguyen
  
  ICASSP-2009 | January 2009
  
  Publication
- A Segmental CRF Approach to Large Vocabulary Continuous Speech Recognition
  
  Geoffrey Zweig, Patrick Nguyen
  
  ASRU | January 2009
  
  Publication
- Multi-scale Personalization for Voice Search Applications
  
  Daniel Bolanos, Geoffrey Zweig, Patrick Nguyen
  
  HLT-NAACL 2009 | January 2009
  
  HLT-NAACL 2009
  
  Publication
- Learning N-Best Correction Models from Implicit User Feedback in a Multi-Modal Local Search Application
  
  Dan Bohus, Xiao Li, Patrick Nguyen, Geoffrey Zweig
  
  Special Interest Group on Discourse and Dialogue (SIGdial) | June 2008
  
  Publication Project
- Language Modeling For Voice Search: A Machine Translation Approach
  
  Xiao Li, Y. C. Ju, Geoffrey Zweig, Alex Acero
  
  ICASSP | March 2008
  
  Publication
- Optimal Dialog in Consumer-Rating Systems using a POMDP Framework
  
  Zhifei Li, Patrick Nguyen, Geoffrey Zweig
  
  In Proceedings of SIGdial | January 2008
  
  Publication
- Structured Models for Joint Decoding of Repeated Utterances
  
  Geoffrey Zweig, Dan Bohus, Xiao Li, Patrick Nguyen
  
  In Proceedings of Interspeech | January 2008
  
  Publication Project Project
- Automated Directory Assistance System – from Theory to Practice
  
  Dong Yu, Y. C. Ju, Ye-Yi Wang, Geoffrey Zweig, Alex Acero
  
  Proc. of Interspeech | August 2007
  
  Publication Project
- The Voice-Rate Dialog System for Consumer Ratings
  
  Geoffrey Zweig, Patrick Nguyen, Y. C. Ju, Ye-Yi Wang, Dong Yu, Alex Acero
  
  INTERSPEECH | January 2007
  
  INTERSPEECH
  
  Publication Project
- Confidence Measures for Voice Search Applications
  
  Ye-Yi Wang, Dong Yu, Yu-Cheng Ju, Geoffrey Zweig, Alex Acero
  
  8th Annual Conference of the International Speech Communication Association | January 2007
  
  8th Annual Conference of the International Speech Communication Association
  
  Publication
- Automatic construction of Unique Signatures and Confusable sets for Natural Language Directory Assistance Application
  
  E. E. Jan, Benoit Maison, Lidia Mangu, Geoffrey Zweig
  
  Proceedings of Eurospeech | January 2003
  
  Proceedings of Eurospeech
  
  Publication
- Speech Recognition with Flat Direct Models
  
  Patrick Nguyen, Georg Heigold, Geoffrey Zweig
  
  IEEE Journal of Selected Topics in Signal Processing | January 2010
  
  Publication
- Using continuous features in the maximum entropy model
  
  Li Deng, Alex Acero, Dong Yu
  
  Pattern Recognition Letters | October 2009, Vol 30(8): pp. 1295-1300
  
  Publication Project
- Active Learning and Semi-supervised Learning for Speech Recognition: A Unified Framework using the Global Entropy Reduction Maximization Criterion
  
  Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
  
  Computer Speech and Language - Special Issue on Emergent Artificial Intelligence Approaches for Pattern Recognition in Speech and Language Processing | January 2009
  
  Publication Project
- Summarization of Multiple User Reviews in the Restaurant Domain
  
  Patrick Nguyen, Milind Mahajan, Geoffrey Zweig
  
  MSR-TR-2007-126 | September 2007
  
  Publication

People

Dan Bohus

Senior Principal Researcher

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