Patrick Nguyen

Publication Activity (10 Years)

Years Active: 1998-2021
Publications (10 Years): 29

Top Topics

Word Error Rate

Speech Recognition

Top Venues

Publications

Yixu Yuan, Maria Sckaff, Jessica Simon, Patrick Nguyen, Maxwell Pendleton, Gert Cauwenberghs
Enhancing the Natural Biological Control in the Thyroid Hormone Homeostasis As a First-Order Control System. EMBC (2021)
Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. SLT (2021)
Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. CoRR (2020)
Kazuki Irie, Rohit Prabhavalkar, Anjuli Kannan, Antoine Bruguier, David Rybach, Patrick Nguyen
On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition. INTERSPEECH (2019)
Chung-Cheng Chiu, Wei Han, Yu Zhang, Ruoming Pang, Sergey Kishchenko, Patrick Nguyen, Arun Narayanan, Hank Liao, Shuyuan Zhang, Anjuli Kannan, Rohit Prabhavalkar, Zhifeng Chen, Tara N. Sainath, Yonghui Wu
A comparison of end-to-end models for long-form speech recognition. CoRR (2019)
Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR (2019)
Kazuki Irie, Rohit Prabhavalkar, Anjuli Kannan, Antoine Bruguier, David Rybach, Patrick Nguyen
Model Unit Exploration for Sequence-to-Sequence Speech Recognition. CoRR (2019)
Chung-Cheng Chiu, Anjuli Kannan, Rohit Prabhavalkar, Zhifeng Chen, Tara N. Sainath, Yonghui Wu, Wei Han, Yu Zhang, Ruoming Pang, Sergey Kishchenko, Patrick Nguyen, Arun Narayanan, Hank Liao, Shuyuan Zhang
A Comparison of End-to-End Models for Long-Form Speech Recognition. ASRU (2019)
Wei-Ning Hsu, Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Yuxuan Wang, Yuan Cao, Ye Jia, Zhifeng Chen, Jonathan Shen, Patrick Nguyen, Ruoming Pang
Hierarchical Generative Modeling for Controllable Speech Synthesis. ICLR (Poster) (2019)
Jiquan Ngiam, Benjamin Caine, Wei Han, Brandon Yang, Yuning Chai, Pei Sun, Yin Zhou, Xi Yi, Ouais Alsharif, Patrick Nguyen, Zhifeng Chen, Jonathon Shlens, Vijay Vasudevan
StarNet: Targeted Computation for Object Detection in Point Clouds. CoRR (2019)
Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio Lopez-Moreno, Yonghui Wu
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis. NeurIPS (2018)
Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu, Patrick Nguyen, Zhifeng Chen, Chung-Cheng Chiu, Anjuli Kannan
Minimum Word Error Rate Training for Attention-Based Sequence-to-Sequence Models. ICASSP (2018)
Semih Yavuz, Chung-Cheng Chiu, Patrick Nguyen, Yonghui Wu
CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization. EMNLP (2018)
Chung-Cheng Chiu, Anshuman Tripathi, Katherine Chou, Chris Co, Navdeep Jaitly, Diana Jaunzeikare, Anjuli Kannan, Patrick Nguyen, Hasim Sak, Ananth Sankar, Justin Tansuwan, Nathan Wan, Yonghui Wu, Xuedong Zhang
Speech Recognition for Medical Conversations. INTERSPEECH (2018)
Tara N. Sainath, Chung-Cheng Chiu, Rohit Prabhavalkar, Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Zhifeng Chen
Improving the Performance of Online Neural Transducer Models. ICASSP (2018)
Bo Li, Tara N. Sainath, Khe Chai Sim, Michiel Bacchiani, Eugene Weinstein, Patrick Nguyen, Zhifeng Chen, Yanghui Wu, Kanishka Rao
Multi-Dialect Speech Recognition with a Single Sequence-to-Sequence Model. ICASSP (2018)
Wei-Ning Hsu, Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, Yuxuan Wang, Yuan Cao, Ye Jia, Zhifeng Chen, Jonathan Shen, Patrick Nguyen, Ruoming Pang
Hierarchical Generative Modeling for Controllable Speech Synthesis. CoRR (2018)
Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Tara N. Sainath, Zhifeng Chen, Rohit Prabhavalkar
An Analysis of Incorporating an External Language Model into a Sequence-to-Sequence Model. ICASSP (2018)
Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Ekaterina Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani
State-of-the-Art Speech Recognition with Sequence-to-Sequence Models. ICASSP (2018)
Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio Lopez-Moreno, Yonghui Wu
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis. CoRR (2018)
Tara N. Sainath, Rohit Prabhavalkar, Shankar Kumar, Seungji Lee, Anjuli Kannan, David Rybach, Vlad Schogol, Patrick Nguyen, Bo Li, Yonghui Wu, Zhifeng Chen, Chung-Cheng Chiu
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. ICASSP (2018)
Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Katya Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani
State-of-the-art Speech Recognition With Sequence-to-Sequence Models. CoRR (2017)
Tara N. Sainath, Rohit Prabhavalkar, Shankar Kumar, Seungji Lee, Anjuli Kannan, David Rybach, Vlad Schogol, Patrick Nguyen, Bo Li, Yonghui Wu, Zhifeng Chen, Chung-Cheng Chiu
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. CoRR (2017)
Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Tara N. Sainath, Zhifeng Chen, Rohit Prabhavalkar
An analysis of incorporating an external language model into a sequence-to-sequence model. CoRR (2017)
Chung-Cheng Chiu, Anshuman Tripathi, Katherine Chou, Chris Co, Navdeep Jaitly, Diana Jaunzeikare, Anjuli Kannan, Patrick Nguyen, Hasim Sak, Ananth Sankar, Justin Tansuwan, Nathan Wan, Yonghui Wu, Xuedong Zhang
Speech recognition for medical conversations. CoRR (2017)
Bo Li, Tara N. Sainath, Khe Chai Sim, Michiel Bacchiani, Eugene Weinstein, Patrick Nguyen, Zhifeng Chen, Yonghui Wu, Kanishka Rao
Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model. CoRR (2017)
Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu, Patrick Nguyen, Zhifeng Chen, Chung-Cheng Chiu, Anjuli Kannan
Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models. CoRR (2017)
Tara N. Sainath, Chung-Cheng Chiu, Rohit Prabhavalkar, Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Zhifeng Chen
Improving the Performance of Online Neural Transducer Models. CoRR (2017)
Paul Cao, Bhaskar Gowda, Seetha Lakshmi, Chinmayi Narasimhadevara, Patrick Nguyen, John Poelman, Meikel Poess, Tilmann Rabl
From BigBench to TPCx-BB: Standardization of a Big Data Benchmark. TPCTC (2016)
Georg Heigold, Vincent Vanhoucke, Andrew W. Senior, Patrick Nguyen, Marc'Aurelio Ranzato, Matthieu Devin, Jeffrey Dean
Multilingual acoustic models using distributed deep neural networks. ICASSP (2013)
Matthew D. Zeiler, Marc'Aurelio Ranzato, Rajat Monga, Mark Z. Mao, K. Yang, Quoc Viet Le, Patrick Nguyen, Andrew W. Senior, Vincent Vanhoucke, Jeffrey Dean, Geoffrey E. Hinton
On rectified linear units for speech processing. ICASSP (2013)
Georg Heigold, Patrick Nguyen, Mitchel Weintraub, Vincent Vanhoucke
Investigations on exemplar-based features for speech recognition towards thousands of hours of unsupervised, noisy data. ICASSP (2012)
Navdeep Jaitly, Patrick Nguyen, Andrew W. Senior, Vincent Vanhoucke
Application of Pretrained Deep Neural Networks to Large Vocabulary Speech Recognition. INTERSPEECH (2012)
Ciprian Chelba, Dan Bikel, Maria Shugrina, Patrick Nguyen, Shankar Kumar
Large Scale Language Modeling in Automatic Speech Recognition CoRR (2012)
Andrew L. Maas, Quoc V. Le, Tyler M. O'Neil, Oriol Vinyals, Patrick Nguyen, Andrew Y. Ng
Recurrent Neural Networks for Noise Reduction in Robust ASR. INTERSPEECH (2012)
Kris Demuynck, Dino Seppi, Dirk Van Compernolle, Patrick Nguyen, Geoffrey Zweig
Integrating meta-information into exemplar-based speech recognition with segmental conditional random fields. ICASSP (2011)
Samuel Thomas, Patrick Nguyen, Geoffrey Zweig, Hynek Hermansky
MLP based phoneme detectors for Automatic Speech Recognition. ICASSP (2011)
Justine T. Kao, Geoffrey Zweig, Patrick Nguyen
Discriminative duration modeling for speech recognition with segmental conditional random fields. ICASSP (2011)
Geoffrey Zweig, Patrick Nguyen, Dirk Van Compernolle, Kris Demuynck, Les E. Atlas, Pascal Clark, Gregory Sell, Meihong Wang, Fei Sha, Hynek Hermansky, Damianos G. Karakos, Aren Jansen, Samuel Thomas, Sivaram G. S. V. S., Samuel R. Bowman, Justine T. Kao
Speech recognitionwith segmental conditional random fields: A summary of the JHU CLSP 2010 Summer Workshop. ICASSP (2011)
Geoffrey Zweig, Patrick Nguyen
SCARF: a segmental conditional random field toolkit for speech recognition. INTERSPEECH (2010)
Shankar Shivappa, Patrick Nguyen, Geoffrey Zweig
Discriminative template extraction for direct modeling. ICASSP (2010)
Patrick Nguyen, Georg Heigold, Geoffrey Zweig
Speech Recognition With Flat Direct Models. IEEE J. Sel. Top. Signal Process. 4 (6) (2010)
Geoffrey Zweig, Patrick Nguyen, Jasha Droppo, Alex Acero
Continuous speech recognition with a TF-IDF acoustic model. INTERSPEECH (2010)
Geoffrey Zweig, Patrick Nguyen
From flat direct models to segmental CRF models. ICASSP (2010)
Geoffrey Zweig, Patrick Nguyen
Maximum mutual information multi-phone units in direct modeling. INTERSPEECH (2009)
Xiao Li, Patrick Nguyen, Geoffrey Zweig, Dan Bohus
Leveraging multiple query logs to improve language models for spoken query recognition. ICASSP (2009)
Patrick Nguyen
Techware: Speech recognition software and resources on the web [Best of the Web]. IEEE Signal Process. Mag. 26 (3) (2009)
Xiaodong He, Mei Yang, Jianfeng Gao, Patrick Nguyen, Robert Moore
Improved Monolingual Hypothesis Alignment for Machine Translation System Combination. ACM Trans. Asian Lang. Inf. Process. 8 (2) (2009)
Georg Heigold, Geoffrey Zweig, Xiao Li, Patrick Nguyen
A flat direct model for speech recognition. ICASSP (2009)
Daniel Bolaños, Geoffrey Zweig, Patrick Nguyen
Multi-scale Personalization for Voice Search Applications. HLT-NAACL (Short Papers) (2009)
Geoffrey Zweig, Patrick Nguyen
A segmental CRF approach to large vocabulary continuous speech recognition. ASRU (2009)
Dan Bohus, Geoffrey Zweig, Patrick Nguyen, Xiao Li
Joint n-best rescoring for repeated utterances in spoken dialog systems. SLT (2008)
Sumit Basu, Surabhi Gupta, Milind Mahajan, Patrick Nguyen, John C. Platt
Scalable summaries of spoken conversations. IUI (2008)
Zhifei Li, Patrick Nguyen, Geoffrey Zweig
Optimal Dialog in Consumer-Rating Systems using POMDP Framework. SIGDIAL Workshop (2008)
Xiaodong He, Mei Yang, Jianfeng Gao, Patrick Nguyen, Robert Moore
Indirect-HMM-based Hypothesis Alignment for Combining Outputs from Machine Translation Systems. EMNLP (2008)
Dan Bohus, Xiao Li, Patrick Nguyen, Geoffrey Zweig
Learning N-Best Correction Models from Implicit User Feedback in a Multi-Modal Local Search Application. SIGDIAL Workshop (2008)
Geoffrey Zweig, Dan Bohus, Xiao Li, Patrick Nguyen
Structured models for joint decoding of repeated utterances. INTERSPEECH (2008)
Ghinwa F. Choueiter, Geoffrey Zweig, Patrick Nguyen
An empirical study of automatic accent classification. ICASSP (2008)
Alex Acero, Neal Bernstein, Rob Chambers, Yun-Cheng Ju, Xinggang Li, Julian Odell, Patrick Nguyen, Oliver Scholz, Geoffrey Zweig
Live search for mobile: Web services by voice on the cellphone. ICASSP (2008)
Patrick Nguyen, Milind Mahajan, Xiaodong He
Training Non-Parametric Features for Statistical Machine Translation. WMT@ACL (2007)
Geoffrey Zweig, Yun-Cheng Ju, Patrick Nguyen, Dong Yu, Ye-Yi Wang, Alex Acero
Voice-Rate: A Dialog System for Consumer Ratings. HLT-NAACL (Demonstrations) (2007)
Chengyuan Ma, Patrick Nguyen, Milind Mahajan
Finding Speaker Identities with a Conditional Maximum Entropy Model. ICASSP (4) (2007)
Geoffrey Zweig, Patrick Nguyen, Yun-Cheng Ju, Ye-Yi Wang, Dong Yu, Alex Acero
The voice-rate dialog system for consumer ratings. INTERSPEECH (2007)
Amarnag Subramanya, Chris D. Bartels, Jeff A. Bilmes, Patrick Nguyen
Uncertainty in training large vocabulary speech recognizers. ASRU (2007)
Amarnag Subramanya, Zhengyou Zhang, Arun C. Surendran, Patrick Nguyen, Mukund Narasimhan, Alex Acero
A Generative-Discriminative Framework using Ensemble Methods for Text-Dependent Speaker Verification. ICASSP (4) (2007)
Patrick Nguyen, David Kryze, Roland Kuhn, M. Kobayashi, M. Yasukata
Speech technology for multimedia content management. CCNC (2004)
Patrick Nguyen, Luca Rigazio, Jean-Claude Junqua
Large corpus experiments for broadcast news recognition. INTERSPEECH (2003)
Luca Rigazio, Patrick Nguyen, David Kryze, Jean-Claude Junqua
Large vocabulary noise robustness on Aurora4. INTERSPEECH (2003)
Yvonne Moh, Patrick Nguyen, Jean-Claude Junqua
Towards domain independent speaker clustering. ICASSP (2) (2003)
Patrick Nguyen, Luca Rigazio, Jean-Claude Junqua, Christian Wellekens
Piecewise linear constraints for model space adaptation. ICASSP (2002)
Younes Souilmi, Luca Rigazio, Patrick Nguyen, David Kryze, Jean-Claude Junqua
Blind channel estimation based on speech correlation structure. ICASSP (2002)
Patrick Nguyen, Luca Rigazio, Christian Wellekens, Jean-Claude Junqua
LU factorization for feature transformation. INTERSPEECH (2002)
Luca Rigazio, Patrick Nguyen, David Kryze, Jean-Claude Junqua
Separating speaker and environment variabilities for improved recognition in non-stationary conditions. INTERSPEECH (2001)
Roland Kuhn, Florent Perronnin, Patrick Nguyen, Jean-Claude Junqua, Luca Rigazio
Very fast adaptation with a compact context-dependent eigenvoice model. ICASSP (2001)
Florent Perronnin, Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua
Maximum-likelihood training of a bipartite acoustic model for speech recognition. INTERSPEECH (2001)
Patrick Nguyen, Luca Rigazio, Jean-Claude Junqua
EWAVES: an efficient decoding algorithm for lexical tree based speech recognition. INTERSPEECH (2000)
Olivier Thyes, Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua
Speaker identification and verification using eigenvoices. INTERSPEECH (2000)
Roland Kuhn, Jean-Claude Junqua, Patrick Nguyen, Nancy Niedzielski
Rapid speaker adaptation in eigenvoice space. IEEE Trans. Speech Audio Process. 8 (6) (2000)
Patrick Nguyen, Roland Kuhn, Jean-Claude Junqua, Nancy Niedzielski, Christian Wellekens
Eigenvoices: A compact representation of speakers in model space. Ann. des Télécommunications 55 (3-4) (2000)
Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua, Robert Boman, Nancy Niedzielski, Steven Fincke, Kenneth L. Field, Matteo Contolini
Fast speaker adaptation using a priori knowledge. ICASSP (1999)
Patrick Nguyen, Philippe Gelin, Jean-Claude Junqua, Jen-Tzung Chien
N-best based supervised and unsupervised adaptation for native and non-native speakers in cars. ICASSP (1999)
Patrick Nguyen, Christian Wellekens, Jean-Claude Junqua
Maximum likelihood eigenspace and MLLR for speech recognition in noisy environments. EUROSPEECH (1999)
Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua, Lloyd Goldwasser
Eigenfaces and eigenvoices: dimensionality reduction for specialized pattern recognition. MMSP (1998)
Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua, Lloyd Goldwasser, Nancy Niedzielski, Steven Fincke, Kenneth L. Field, Matteo Contolini
Eigenvoices for speaker adaptation. ICSLP (1998)