Patrick Nguyen

84 papers A* 3A 17C 4Misc 24Journal 20Unranked 16

Year	Rank	Type	Title / Venue / Authors
2021	—	`conf`	Enhancing the Natural Biological Control in the Thyroid Hormone Homeostasis As a First-Order Control System. EMBC Yixu Yuan, Maria Sckaff, Jessica Simon, Patrick Nguyen, Maxwell Pendleton, Gert Cauwenberghs
2021	—	`conf`	RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. SLT Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
2020	J	`jnl`	RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. CoRR Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
2019	C	`conf`	A Comparison of End-to-End Models for Long-Form Speech Recognition. ASRU 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
2019	J	`jnl`	A comparison of end-to-end models for long-form speech recognition. CoRR 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
2019	—	`conf`	Hierarchical Generative Modeling for Controllable Speech Synthesis. ICLR (Poster) 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
2019	J	`jnl`	Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR 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
2019	J	`jnl`	Model Unit Exploration for Sequence-to-Sequence Speech Recognition. CoRR Kazuki Irie, Rohit Prabhavalkar, Anjuli Kannan, Antoine Bruguier, David Rybach, Patrick Nguyen
2019	A	`conf`	On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition. INTERSPEECH Kazuki Irie, Rohit Prabhavalkar, Anjuli Kannan, Antoine Bruguier, David Rybach, Patrick Nguyen
2019	J	`jnl`	StarNet: Targeted Computation for Object Detection in Point Clouds. CoRR 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
2018	Misc	`conf`	An Analysis of Incorporating an External Language Model into a Sequence-to-Sequence Model. ICASSP Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Tara N. Sainath, Zhifeng Chen, Rohit Prabhavalkar
2018	A*	`conf`	CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization. EMNLP Semih Yavuz, Chung-Cheng Chiu, Patrick Nguyen, Yonghui Wu
2018	J	`jnl`	Hierarchical Generative Modeling for Controllable Speech Synthesis. CoRR 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
2018	Misc	`conf`	Improving the Performance of Online Neural Transducer Models. ICASSP Tara N. Sainath, Chung-Cheng Chiu, Rohit Prabhavalkar, Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Zhifeng Chen
2018	Misc	`conf`	Minimum Word Error Rate Training for Attention-Based Sequence-to-Sequence Models. ICASSP Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu, Patrick Nguyen, Zhifeng Chen, Chung-Cheng Chiu, Anjuli Kannan
2018	Misc	`conf`	Multi-Dialect Speech Recognition with a Single Sequence-to-Sequence Model. ICASSP Bo Li, Tara N. Sainath, Khe Chai Sim, Michiel Bacchiani, Eugene Weinstein, Patrick Nguyen, Zhifeng Chen, Yanghui Wu, Kanishka Rao
2018	Misc	`conf`	No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. ICASSP 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
2018	A	`conf`	Speech Recognition for Medical Conversations. INTERSPEECH 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
2018	Misc	`conf`	State-of-the-Art Speech Recognition with Sequence-to-Sequence Models. ICASSP 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
2018	A*	`conf`	Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis. NeurIPS Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio López-Moreno, Yonghui Wu
2018	J	`jnl`	Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis. CoRR Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio López-Moreno, Yonghui Wu
2017	J	`jnl`	An analysis of incorporating an external language model into a sequence-to-sequence model. CoRR Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Tara N. Sainath, Zhifeng Chen, Rohit Prabhavalkar
2017	J	`jnl`	Improving the Performance of Online Neural Transducer Models. CoRR Tara N. Sainath, Chung-Cheng Chiu, Rohit Prabhavalkar, Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Zhifeng Chen
2017	J	`jnl`	Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models. CoRR Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu, Patrick Nguyen, Zhifeng Chen, Chung-Cheng Chiu, Anjuli Kannan
2017	J	`jnl`	Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model. CoRR Bo Li, Tara N. Sainath, Khe Chai Sim, Michiel Bacchiani, Eugene Weinstein, Patrick Nguyen, Zhifeng Chen, Yonghui Wu, Kanishka Rao
2017	J	`jnl`	No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. CoRR 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
2017	J	`jnl`	Speech recognition for medical conversations. CoRR 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
2017	J	`jnl`	State-of-the-art Speech Recognition With Sequence-to-Sequence Models. CoRR 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
2016	—	`conf`	From BigBench to TPCx-BB: Standardization of a Big Data Benchmark. TPCTC Paul Cao, Bhaskar Gowda, Seetha Lakshmi, Chinmayi Narasimhadevara, Patrick Nguyen, John Poelman, Meikel Poess, Tilmann Rabl
2013	Misc	`conf`	Multilingual acoustic models using distributed deep neural networks. ICASSP Georg Heigold, Vincent Vanhoucke, Andrew W. Senior, Patrick Nguyen, Marc'Aurelio Ranzato, Matthieu Devin, Jeffrey Dean
2013	Misc	`conf`	On rectified linear units for speech processing. ICASSP 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
2012	A	`conf`	Application of Pretrained Deep Neural Networks to Large Vocabulary Speech Recognition. INTERSPEECH Navdeep Jaitly, Patrick Nguyen, Andrew W. Senior, Vincent Vanhoucke
2012	Misc	`conf`	Investigations on exemplar-based features for speech recognition towards thousands of hours of unsupervised, noisy data. ICASSP Georg Heigold, Patrick Nguyen, Mitchel Weintraub, Vincent Vanhoucke
2012	J	`jnl`	Large Scale Language Modeling in Automatic Speech Recognition CoRR Ciprian Chelba, Dan Bikel, Maria Shugrina, Patrick Nguyen, Shankar Kumar
2012	A	`conf`	Recurrent Neural Networks for Noise Reduction in Robust ASR. INTERSPEECH Andrew L. Maas, Quoc V. Le, Tyler M. O'Neil, Oriol Vinyals, Patrick Nguyen, Andrew Y. Ng
2011	Misc	`conf`	Discriminative duration modeling for speech recognition with segmental conditional random fields. ICASSP Justine T. Kao, Geoffrey Zweig, Patrick Nguyen
2011	Misc	`conf`	Integrating meta-information into exemplar-based speech recognition with segmental conditional random fields. ICASSP Kris Demuynck, Dino Seppi, Dirk Van Compernolle, Patrick Nguyen, Geoffrey Zweig
2011	Misc	`conf`	MLP based phoneme detectors for Automatic Speech Recognition. ICASSP Samuel Thomas, Patrick Nguyen, Geoffrey Zweig, Hynek Hermansky
2011	Misc	`conf`	Speech recognitionwith segmental conditional random fields: A summary of the JHU CLSP 2010 Summer Workshop. ICASSP 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
2010	A	`conf`	Continuous speech recognition with a TF-IDF acoustic model. INTERSPEECH Geoffrey Zweig, Patrick Nguyen, Jasha Droppo, Alex Acero
2010	Misc	`conf`	Discriminative template extraction for direct modeling. ICASSP Shankar Shivappa, Patrick Nguyen, Geoffrey Zweig
2010	Misc	`conf`	From flat direct models to segmental CRF models. ICASSP Geoffrey Zweig, Patrick Nguyen
2010	A	`conf`	SCARF: a segmental conditional random field toolkit for speech recognition. INTERSPEECH Geoffrey Zweig, Patrick Nguyen
2010	J	`jnl`	Speech Recognition With Flat Direct Models. IEEE J. Sel. Top. Signal Process. Patrick Nguyen, Georg Heigold, Geoffrey Zweig
2009	Misc	`conf`	A flat direct model for speech recognition. ICASSP Georg Heigold, Geoffrey Zweig, Xiao Li, Patrick Nguyen
2009	C	`conf`	A segmental CRF approach to large vocabulary continuous speech recognition. ASRU Geoffrey Zweig, Patrick Nguyen
2009	J	`jnl`	Improved Monolingual Hypothesis Alignment for Machine Translation System Combination. ACM Trans. Asian Lang. Inf. Process. Xiaodong He, Mei Yang, Jianfeng Gao, Patrick Nguyen, Robert Moore
2009	Misc	`conf`	Leveraging multiple query logs to improve language models for spoken query recognition. ICASSP Xiao Li, Patrick Nguyen, Geoffrey Zweig, Dan Bohus
2009	A	`conf`	Maximum mutual information multi-phone units in direct modeling. INTERSPEECH Geoffrey Zweig, Patrick Nguyen
2009	—	`conf`	Multi-scale Personalization for Voice Search Applications. HLT-NAACL (Short Papers) Daniel Bolaños, Geoffrey Zweig, Patrick Nguyen
2009	J	`jnl`	Techware: Speech recognition software and resources on the web [Best of the Web]. IEEE Signal Process. Mag. Patrick Nguyen
2008	Misc	`conf`	An empirical study of automatic accent classification. ICASSP Ghinwa F. Choueiter, Geoffrey Zweig, Patrick Nguyen
2008	A*	`conf`	Indirect-HMM-based Hypothesis Alignment for Combining Outputs from Machine Translation Systems. EMNLP Xiaodong He, Mei Yang, Jianfeng Gao, Patrick Nguyen, Robert Moore
2008	—	`conf`	Joint n-best rescoring for repeated utterances in spoken dialog systems. SLT Dan Bohus, Geoffrey Zweig, Patrick Nguyen, Xiao Li
2008	—	`conf`	Learning N-Best Correction Models from Implicit User Feedback in a Multi-Modal Local Search Application. SIGDIAL Workshop Dan Bohus, Xiao Li, Patrick Nguyen, Geoffrey Zweig
2008	Misc	`conf`	Live search for mobile: Web services by voice on the cellphone. ICASSP Alex Acero, Neal Bernstein, Rob Chambers, Yun-Cheng Ju, Xinggang Li, Julian Odell, Patrick Nguyen, Oliver Scholz, Geoffrey Zweig
2008	—	`conf`	Optimal Dialog in Consumer-Rating Systems using POMDP Framework. SIGDIAL Workshop Zhifei Li, Patrick Nguyen, Geoffrey Zweig
2008	A	`conf`	Scalable summaries of spoken conversations. IUI Sumit Basu, Surabhi Gupta, Milind Mahajan, Patrick Nguyen, John C. Platt
2008	A	`conf`	Structured models for joint decoding of repeated utterances. INTERSPEECH Geoffrey Zweig, Dan Bohus, Xiao Li, Patrick Nguyen
2007	—	`conf`	A Generative-Discriminative Framework using Ensemble Methods for Text-Dependent Speaker Verification. ICASSP (4) Amarnag Subramanya, Zhengyou Zhang, Arun C. Surendran, Patrick Nguyen, Mukund Narasimhan, Alex Acero
2007	—	`conf`	Finding Speaker Identities with a Conditional Maximum Entropy Model. ICASSP (4) Chengyuan Ma, Patrick Nguyen, Milind Mahajan
2007	A	`conf`	The voice-rate dialog system for consumer ratings. INTERSPEECH Geoffrey Zweig, Patrick Nguyen, Yun-Cheng Ju, Ye-Yi Wang, Dong Yu, Alex Acero
2007	—	`conf`	Training Non-Parametric Features for Statistical Machine Translation. WMT@ACL Patrick Nguyen, Milind Mahajan, Xiaodong He
2007	C	`conf`	Uncertainty in training large vocabulary speech recognizers. ASRU Amarnag Subramanya, Chris D. Bartels, Jeff A. Bilmes, Patrick Nguyen
2007	—	`conf`	Voice-Rate: A Dialog System for Consumer Ratings. HLT-NAACL (Demonstrations) Geoffrey Zweig, Yun-Cheng Ju, Patrick Nguyen, Dong Yu, Ye-Yi Wang, Alex Acero
2004	—	`conf`	Speech technology for multimedia content management. CCNC Patrick Nguyen, David Kryze, Roland Kuhn, M. Kobayashi, M. Yasukata
2003	A	`conf`	Large corpus experiments for broadcast news recognition. INTERSPEECH Patrick Nguyen, Luca Rigazio, Jean-Claude Junqua
2003	A	`conf`	Large vocabulary noise robustness on Aurora4. INTERSPEECH Luca Rigazio, Patrick Nguyen, David Kryze, Jean-Claude Junqua
2003	—	`conf`	Towards domain independent speaker clustering. ICASSP (2) Yvonne Moh, Patrick Nguyen, Jean-Claude Junqua
2002	Misc	`conf`	Blind channel estimation based on speech correlation structure. ICASSP Younes Souilmi, Luca Rigazio, Patrick Nguyen, David Kryze, Jean-Claude Junqua
2002	A	`conf`	LU factorization for feature transformation. INTERSPEECH Patrick Nguyen, Luca Rigazio, Christian Wellekens, Jean-Claude Junqua
2002	Misc	`conf`	Piecewise linear constraints for model space adaptation. ICASSP Patrick Nguyen, Luca Rigazio, Jean-Claude Junqua, Christian Wellekens
2001	A	`conf`	Maximum-likelihood training of a bipartite acoustic model for speech recognition. INTERSPEECH Florent Perronnin, Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua
2001	A	`conf`	Separating speaker and environment variabilities for improved recognition in non-stationary conditions. INTERSPEECH Luca Rigazio, Patrick Nguyen, David Kryze, Jean-Claude Junqua
2001	Misc	`conf`	Very fast adaptation with a compact context-dependent eigenvoice model. ICASSP Roland Kuhn, Florent Perronnin, Patrick Nguyen, Jean-Claude Junqua, Luca Rigazio
2000	A	`conf`	EWAVES: an efficient decoding algorithm for lexical tree based speech recognition. INTERSPEECH Patrick Nguyen, Luca Rigazio, Jean-Claude Junqua
2000	J	`jnl`	Eigenvoices: A compact representation of speakers in model space. Ann. des Télécommunications Patrick Nguyen, Roland Kuhn, Jean-Claude Junqua, Nancy Niedzielski, Christian Wellekens
2000	J	`jnl`	Rapid speaker adaptation in eigenvoice space. IEEE Trans. Speech Audio Process. Roland Kuhn, Jean-Claude Junqua, Patrick Nguyen, Nancy Niedzielski
2000	A	`conf`	Speaker identification and verification using eigenvoices. INTERSPEECH Olivier Thyes, Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua
1999	Misc	`conf`	Fast speaker adaptation using a priori knowledge. ICASSP Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua, Robert Boman, Nancy Niedzielski, Steven Fincke, Kenneth L. Field, Matteo Contolini
1999	—	`conf`	Maximum likelihood eigenspace and MLLR for speech recognition in noisy environments. EUROSPEECH Patrick Nguyen, Christian Wellekens, Jean-Claude Junqua
1999	Misc	`conf`	N-best based supervised and unsupervised adaptation for native and non-native speakers in cars. ICASSP Patrick Nguyen, Philippe Gelin, Jean-Claude Junqua, Jen-Tzung Chien
1998	C	`conf`	Eigenfaces and eigenvoices: dimensionality reduction for specialized pattern recognition. MMSP Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua, Lloyd Goldwasser
1998	—	`conf`	Eigenvoices for speaker adaptation. ICSLP Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua, Lloyd Goldwasser, Nancy Niedzielski, Steven Fincke, Kenneth L. Field, Matteo Contolini