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Laurent El Shafey
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2020 – today
- 2024
- [c17]Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey:
Retrieval Augmented End-to-End Spoken Dialog Models. ICASSP 2024: 12056-12060 - [i14]Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey:
Retrieval Augmented End-to-End Spoken Dialog Models. CoRR abs/2402.01828 (2024) - [i13]Ying Ma, Owen Burns, Mingqiu Wang, Gang Li, Nan Du, Laurent El Shafey, Liqiang Wang, Izhak Shafran, Hagen Soltau:
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning. CoRR abs/2405.13640 (2024) - 2023
- [i12]Rohan Anil, Andrew M. Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, Eric Chu, Jonathan H. Clark, Laurent El Shafey, Yanping Huang, Kathy Meier-Hellstern, Gaurav Mishra, Erica Moreira, Mark Omernick, Kevin Robinson, Sebastian Ruder, Yi Tay, Kefan Xiao, Yuanzhong Xu, Yujing Zhang, Gustavo Hernández Ábrego, Junwhan Ahn, Jacob Austin, Paul Barham, Jan A. Botha, James Bradbury, Siddhartha Brahma, Kevin Brooks, Michele Catasta, Yong Cheng, Colin Cherry, Christopher A. Choquette-Choo, Aakanksha Chowdhery, Clément Crepy, Shachi Dave, Mostafa Dehghani, Sunipa Dev, Jacob Devlin, Mark Díaz, Nan Du, Ethan Dyer, Vladimir Feinberg, Fangxiaoyu Feng, Vlad Fienber, Markus Freitag, Xavier Garcia, Sebastian Gehrmann, Lucas Gonzalez, et al.:
PaLM 2 Technical Report. CoRR abs/2305.10403 (2023) - [i11]Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey:
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding. CoRR abs/2306.07944 (2023) - 2022
- [c16]Dian Yu, Mingqiu Wang, Yuan Cao, Laurent El Shafey, Izhak Shafran, Hagen Soltau:
Knowledge-grounded Dialog State Tracking. EMNLP (Findings) 2022: 3428-3435 - [c15]Hagen Soltau, Izhak Shafran, Mingqiu Wang, Laurent El Shafey:
RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations. INTERSPEECH 2022: 1901-1905 - [c14]Paul Barham, Aakanksha Chowdhery, Jeff Dean, Sanjay Ghemawat, Steven Hand, Dan Hurt, Michael Isard, Hyeontaek Lim, Ruoming Pang, Sudip Roy, Brennan Saeta, Parker Schuh, Ryan Sepassi, Laurent El Shafey, Chandramohan A. Thekkath, Yonghui Wu:
Pathways: Asynchronous Distributed Dataflow for ML. MLSys 2022 - [c13]Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau:
Unsupervised Slot Schema Induction for Task-oriented Dialog. NAACL-HLT 2022: 1174-1193 - [i10]Hagen Soltau, Izhak Shafran, Mingqiu Wang, Laurent El Shafey:
RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences. CoRR abs/2203.03543 (2022) - [i9]Paul Barham, Aakanksha Chowdhery, Jeff Dean, Sanjay Ghemawat, Steven Hand, Dan Hurt, Michael Isard, Hyeontaek Lim, Ruoming Pang, Sudip Roy, Brennan Saeta, Parker Schuh, Ryan Sepassi, Laurent El Shafey, Chandramohan A. Thekkath, Yonghui Wu:
Pathways: Asynchronous Distributed Dataflow for ML. CoRR abs/2203.12533 (2022) - [i8]Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau:
Unsupervised Slot Schema Induction for Task-oriented Dialog. CoRR abs/2205.04515 (2022) - [i7]Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau:
Knowledge-grounded Dialog State Tracking. CoRR abs/2210.06656 (2022) - 2021
- [c12]Mingqiu Wang, Hagen Soltau, Laurent El Shafey, Izhak Shafran:
Word-Level Confidence Estimation for RNN Transducers. ASRU 2021: 1170-1177 - [c11]Hagen Soltau, Mingqiu Wang, Izhak Shafran, Laurent El Shafey:
Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction. Interspeech 2021: 4418-4422 - [i6]Hagen Soltau, Mingqiu Wang, Izhak Shafran, Laurent El Shafey:
Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction. CoRR abs/2104.02219 (2021) - [i5]Aryan Arbabi, Mingqiu Wang, Laurent El Shafey, Nan Du, Izhak Shafran:
R2D2: Relational Text Decoding with Transformers. CoRR abs/2105.04645 (2021) - [i4]Mingqiu Wang, Hagen Soltau, Laurent El Shafey, Izhak Shafran:
Word-level confidence estimation for RNN transducers. CoRR abs/2110.15222 (2021) - 2020
- [c10]Izhak Shafran, Nan Du, Linh Tran, Amanda Perry, Lauren Keyes, Mark Knichel, Ashley Domin, Lei Huang, Yuhui Chen, Gang Li, Mingqiu Wang, Laurent El Shafey, Hagen Soltau, Justin S. Paul:
The Medical Scribe: Corpus Development and Model Performance Analyses. LREC 2020: 2036-2044 - [i3]Izhak Shafran, Nan Du, Linh Tran, Amanda Perry
, Lauren Keyes, Mark Knichel, Ashley Domin, Lei Huang, Yuhui Chen, Gang Li, Mingqiu Wang, Laurent El Shafey, Hagen Soltau, Justin S. Paul:
The Medical Scribe: Corpus Development and Model Performance Analyses. CoRR abs/2003.11531 (2020)
2010 – 2019
- 2019
- [c9]Laurent El Shafey, Hagen Soltau, Izhak Shafran:
Joint Speech Recognition and Speaker Diarization via Sequence Transduction. INTERSPEECH 2019: 396-400 - [i2]Laurent El Shafey, Hagen Soltau, Izhak Shafran:
Joint Speech Recognition and Speaker Diarization via Sequence Transduction. CoRR abs/1907.05337 (2019) - 2017
- [i1]André Anjos, Laurent El Shafey, Sébastien Marcel:
BEAT: An Open-Source Web-Based Open-Science Platform. CoRR abs/1704.02319 (2017) - 2016
- [p1]Manuel Günther
Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey. Face Recognition Across the Imaging Spectrum 2016: 247-280 - 2015
- [j4]Abhishek Dutta
Impact of eye detection error on face recognition performance. IET Biom. 4(3): 137-150 (2015) - 2014
- [j3]Elie Khoury
Bi-modal biometric authentication on mobile phones in challenging conditions. Image Vis. Comput. 32(12): 1147-1160 (2014) - [c8]Elie Khoury, Laurent El Shafey, Sébastien Marcel:
Spear: An open source toolbox for speaker recognition based on Bob. ICASSP 2014: 1655-1659 - [c7]Laurent El Shafey, Elie Khoury, Sébastien Marcel:
Audio-visual gender recognition in uncontrolled environment using variability modeling techniques. IJCB 2014: 1-8 - [c6]Marc Ferras, Elie Khoury, Sébastien Marcel, Laurent El Shafey:
Hierarchical speaker clustering methods for the NIST i-vector Challenge. Odyssey 2014: 254-259 - 2013
- [j2]Christopher McCool
Session variability modelling for face authentication. IET Biom. 2(3): 117-129 (2013) - [j1]Laurent El Shafey, Chris McCool
A Scalable Formulation of Probabilistic Linear Discriminant Analysis: Applied to Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 35(7): 1788-1794 (2013) - [c5]Elie Khoury, Bostjan Vesnicer, Javier Franco-Pedroso, Ricardo P. V. Violato, Z. Boulkcnafet, L. M. Mazaira Fernandez, Mireia Díez
The 2013 speaker recognition evaluation in mobile environment. ICB 2013: 1-8 - [c4]Rahim Saeidi, Kong-Aik Lee, Tomi Kinnunen, Tawfik Hasan, Benoit G. B. Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Jia Min Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Padmanabhan Rajan, Ville Hautamäki, Cemal Hanilçi, Billy Braithwaite, Rosa González Hautamäki, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, Navid Shokouhi, Driss Matrouf, Laurent El Shafey, Pejman Mowlaee, Julien Epps, Tharmarajah Thiruvaran, David A. van Leeuwen, Bin Ma, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Sébastien Marcel, John S. D. Mason, Eliathamby Ambikairajah:
I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification. INTERSPEECH 2013: 1986-1990 - 2012
- [c3]Laurent El Shafey, Roy Wallace, Sébastien Marcel:
Face Verification using Gabor filtering and adapted Gaussian Mixture Models. BIOSIG 2012: 1-6 - [c2]Petr Motlícek, Laurent El Shafey, Roy Wallace, Christopher McCool, Sébastien Marcel:
Bi-modal authentication in mobile environments using session variability modelling. ICPR 2012: 1100-1103 - [c1]André Anjos
Bob: a free signal processing and machine learning toolbox for researchers. ACM Multimedia 2012: 1449-1452
Coauthor Index
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