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2020 – today
- 2021
- [c64]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: 4440-4443 - [c63]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: 873-880 - 2020
- [i15]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 abs/2005.03271 (2020)
2010 – 2019
- 2019
- [c62]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: 889-896 - [c61]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 - [c60]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: 3800-3804 - [i14]Kazuki Irie, Rohit Prabhavalkar, Anjuli Kannan, Antoine Bruguier, David Rybach, Patrick Nguyen:
Model Unit Exploration for Sequence-to-Sequence Speech Recognition. CoRR abs/1902.01955 (2019) - [i13]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 abs/1902.08295 (2019) - [i12]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 abs/1908.11069 (2019) - [i11]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 abs/1911.02242 (2019) - 2018
- [c59]Semih Yavuz, Chung-Cheng Chiu, Patrick Nguyen, Yonghui Wu:
CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization. EMNLP 2018: 3708-3718 - [c58]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: 4749-4753 - [c57]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: 4774-4778 - [c56]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: 4839-4843 - [c55]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: 5824-5828 - [c54]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: 5859-5863 - [c53]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: 5864-5868 - [c52]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: 2972-2976 - [c51]Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio López-Moreno, Yonghui Wu:
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis. NeurIPS 2018: 4485-4495 - [i10]Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio López-Moreno, Yonghui Wu:
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis. CoRR abs/1806.04558 (2018) - [i9]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 abs/1810.07217 (2018) - 2017
- [i8]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 abs/1711.07274 (2017) - [i7]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 abs/1712.01541 (2017) - [i6]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 abs/1712.01769 (2017) - [i5]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 abs/1712.01807 (2017) - [i4]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 abs/1712.01818 (2017) - [i3]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 abs/1712.01864 (2017) - [i2]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 abs/1712.01996 (2017) - 2016
- [c50]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: 24-44 - 2013
- [c49]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: 3517-3521 - [c48]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: 8619-8623 - 2012
- [c47]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: 4437-4440 - [c46]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: 22-25 - [c45]Navdeep Jaitly, Patrick Nguyen, Andrew W. Senior, Vincent Vanhoucke:
Application of Pretrained Deep Neural Networks to Large Vocabulary Speech Recognition. INTERSPEECH 2012: 2578-2581 - [i1]Ciprian Chelba, Dan Bikel, Maria Shugrina, Patrick Nguyen, Shankar Kumar:
Large Scale Language Modeling in Automatic Speech Recognition. CoRR abs/1210.8440 (2012) - 2011
- [c44]Justine T. Kao, Geoffrey Zweig, Patrick Nguyen:
Discriminative duration modeling for speech recognition with segmental conditional random fields. ICASSP 2011: 4476-4479 - [c43]Samuel Thomas, Patrick Nguyen, Geoffrey Zweig, Hynek Hermansky
:
MLP based phoneme detectors for Automatic Speech Recognition. ICASSP 2011: 5024-5027 - [c42]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: 5044-5047 - [c41]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: 5048-5051 - 2010
- [j5]Patrick Nguyen, Georg Heigold, Geoffrey Zweig:
Speech Recognition With Flat Direct Models. IEEE J. Sel. Top. Signal Process. 4(6): 994-1006 (2010) - [c40]Shankar Shivappa, Patrick Nguyen, Geoffrey Zweig:
Discriminative template extraction for direct modeling. ICASSP 2010: 4338-4341 - [c39]Geoffrey Zweig, Patrick Nguyen:
From flat direct models to segmental CRF models. ICASSP 2010: 5530-5533 - [c38]Geoffrey Zweig, Patrick Nguyen, Jasha Droppo, Alex Acero:
Continuous speech recognition with a TF-IDF acoustic model. INTERSPEECH 2010: 2854-2857 - [c37]Geoffrey Zweig, Patrick Nguyen:
SCARF: a segmental conditional random field toolkit for speech recognition. INTERSPEECH 2010: 2858-2861
2000 – 2009
- 2009
- [j4]Patrick Nguyen:
Techware: Speech recognition software and resources on the web [Best of the Web]. IEEE Signal Process. Mag. 26(3): 102-105 (2009) - [j3]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): 6:1-6:19 (2009) - [c36]Geoffrey Zweig, Patrick Nguyen:
A segmental CRF approach to large vocabulary continuous speech recognition. ASRU 2009: 152-157 - [c35]Xiao Li, Patrick Nguyen, Geoffrey Zweig, Dan Bohus:
Leveraging multiple query logs to improve language models for spoken query recognition. ICASSP 2009: 3713-3716 - [c34]Georg Heigold, Geoffrey Zweig, Xiao Li, Patrick Nguyen:
A flat direct model for speech recognition. ICASSP 2009: 3861-3864 - [c33]Geoffrey Zweig, Patrick Nguyen:
Maximum mutual information multi-phone units in direct modeling. INTERSPEECH 2009: 1919-1922 - [c32]Daniel Bolaños, Geoffrey Zweig, Patrick Nguyen:
Multi-scale Personalization for Voice Search Applications. HLT-NAACL (Short Papers) 2009: 101-104 - 2008
- [c31]Xiaodong He, Mei Yang, Jianfeng Gao, Patrick Nguyen, Robert Moore:
Indirect-HMM-based Hypothesis Alignment for Combining Outputs from Machine Translation Systems. EMNLP 2008: 98-107 - [c30]Ghinwa F. Choueiter, Geoffrey Zweig, Patrick Nguyen:
An empirical study of automatic accent classification. ICASSP 2008: 4265-4268 - [c29]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: 5256-5259 - [c28]Geoffrey Zweig, Dan Bohus, Xiao Li, Patrick Nguyen:
Structured models for joint decoding of repeated utterances. INTERSPEECH 2008: 1157-1160 - [c27]Sumit Basu, Surabhi Gupta, Milind Mahajan, Patrick Nguyen, John C. Platt:
Scalable summaries of spoken conversations. IUI 2008: 267-275 - [c26]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: 21-28 - [c25]Zhifei Li, Patrick Nguyen, Geoffrey Zweig:
Optimal Dialog in Consumer-Rating Systems using POMDP Framework. SIGDIAL Workshop 2008: 104-111 - [c24]Dan Bohus, Geoffrey Zweig, Patrick Nguyen, Xiao Li:
Joint n-best rescoring for repeated utterances in spoken dialog systems. SLT 2008: 133-136 - 2007
- [c23]Amarnag Subramanya, Chris D. Bartels, Jeff A. Bilmes, Patrick Nguyen:
Uncertainty in training large vocabulary speech recognizers. ASRU 2007: 484-489 - [c22]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: 225-228 - [c21]Chengyuan Ma, Patrick Nguyen, Milind Mahajan:
Finding Speaker Identities with a Conditional Maximum Entropy Model. ICASSP (4) 2007: 261-264 - [c20]Geoffrey Zweig, Patrick Nguyen, Yun-Cheng Ju, Ye-Yi Wang, Dong Yu, Alex Acero:
The voice-rate dialog system for consumer ratings. INTERSPEECH 2007: 2713-2716 - [c19]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: 31-32 - [c18]Patrick Nguyen, Milind Mahajan, Xiaodong He:
Training Non-Parametric Features for Statistical Machine Translation. WMT@ACL 2007: 72-79 - 2004
- [c17]Patrick Nguyen, David Kryze, Roland Kuhn, M. Kobayashi, M. Yasukata:
Speech technology for multimedia content management. CCNC 2004: 376-381 - 2003
- [c16]Yvonne Moh, Patrick Nguyen, Jean-Claude Junqua:
Towards domain independent speaker clustering. ICASSP (2) 2003: 85-88 - [c15]Luca Rigazio, Patrick Nguyen, David Kryze, Jean-Claude Junqua:
Large vocabulary noise robustness on Aurora4. INTERSPEECH 2003: 345-348 - [c14]Patrick Nguyen, Luca Rigazio, Jean-Claude Junqua:
Large corpus experiments for broadcast news recognition. INTERSPEECH 2003: 1837-1840 - 2002
- [c13]Younes Souilmi, Luca Rigazio, Patrick Nguyen, David Kryze, Jean-Claude Junqua:
Blind channel estimation based on speech correlation structure. ICASSP 2002: 393-396 - [c12]Patrick Nguyen, Luca Rigazio, Jean-Claude Junqua, Christian Wellekens:
Piecewise linear constraints for model space adaptation. ICASSP 2002: 597-600 - [c11]Patrick Nguyen, Luca Rigazio, Christian Wellekens, Jean-Claude Junqua:
LU factorization for feature transformation. INTERSPEECH 2002: 73-76 - 2001
- [c10]Roland Kuhn, Florent Perronnin, Patrick Nguyen, Jean-Claude Junqua, Luca Rigazio:
Very fast adaptation with a compact context-dependent eigenvoice model. ICASSP 2001: 373-376 - [c9]Florent Perronnin, Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua:
Maximum-likelihood training of a bipartite acoustic model for speech recognition. INTERSPEECH 2001: 683-686 - [c8]Luca Rigazio, Patrick Nguyen, David Kryze, Jean-Claude Junqua:
Separating speaker and environment variabilities for improved recognition in non-stationary conditions. INTERSPEECH 2001: 2347-2350 - 2000
- [j2]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): 163-171 (2000) - [j1]Roland Kuhn, Jean-Claude Junqua, Patrick Nguyen, Nancy Niedzielski:
Rapid speaker adaptation in eigenvoice space. IEEE Trans. Speech Audio Process. 8(6): 695-707 (2000) - [c7]Olivier Thyes, Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua:
Speaker identification and verification using eigenvoices. INTERSPEECH 2000: 242-245 - [c6]Patrick Nguyen, Luca Rigazio, Jean-Claude Junqua:
EWAVES: an efficient decoding algorithm for lexical tree based speech recognition. INTERSPEECH 2000: 286-289
1990 – 1999
- 1999
- [c5]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: 173-176 - [c4]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: 749-752 - [c3]Patrick Nguyen, Christian Wellekens, Jean-Claude Junqua:
Maximum likelihood eigenspace and MLLR for speech recognition in noisy environments. EUROSPEECH 1999: 2519-2522 - 1998
- [c2]Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua, Lloyd Goldwasser, Nancy Niedzielski, Steven Fincke, Kenneth L. Field, Matteo Contolini:
Eigenvoices for speaker adaptation. ICSLP 1998 - [c1]Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua, Lloyd Goldwasser:
Eigenfaces and eigenvoices: dimensionality reduction for specialized pattern recognition. MMSP 1998: 71-76
Coauthor Index
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