Face Verification using Gabor filtering and adapted Gaussian Mixture Models. - Laurent El Shafey; Roy Wallace; Sébastien Marcel (BIOSIG, 2012)

Bi-modal authentication in mobile environments using session variability modelling. - Petr Motlícek; Laurent El Shafey; Roy Wallace; Christopher McCool; Sébastien Marcel (ICPR, 2012)

Bob: a free signal processing and machine learning toolbox for researchers. - André Anjos; Laurent El Shafey; Roy Wallace; Manuel Günther; Christopher McCool; Sébastien Marcel (ACM Multimedia, 2012)

The 2013 speaker recognition evaluation in mobile environment. - Elie Khoury 001; Bostjan Vesnicer; Javier Franco-Pedroso; Ricardo P. V. Violato; Z. Boulkcnafet; L. M. Mazaira Fernandez; Mireia Díez; J. Kosmala; Houssemeddine Khemiri; T. Cipr; Rahim Saeidi; Manuel Günther; et al. (ICB, 2013)

I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification. - Rahim Saeidi; Kong-Aik Lee; Tomi Kinnunen; Tawfik Hasan; Benoit G. B. Fauve; Pierre-Michel Bousquet; Elie Khoury 001; Pablo Luis Sordo Martinez; Jia Min Karen Kua; Changhuai You; Hanwu Sun; Anthony Larcher; et al. (INTERSPEECH, 2013)

Session variability modelling for face authentication. - Christopher McCool; Roy Wallace; Mitchell McLaren; Laurent El Shafey; Sébastien Marcel (IET Biom., 2013)

A Scalable Formulation of Probabilistic Linear Discriminant Analysis: Applied to Face Recognition. - Laurent El Shafey; Chris McCool; Roy Wallace; Sébastien Marcel (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Spear: An open source toolbox for speaker recognition based on Bob. - Elie Khoury 001; Laurent El Shafey; Sébastien Marcel (ICASSP, 2014)

Audio-visual gender recognition in uncontrolled environment using variability modeling techniques. - Laurent El Shafey; Elie Khoury 001; Sébastien Marcel (IJCB, 2014)

Hierarchical speaker clustering methods for the NIST i-vector Challenge. - Marc Ferras; Elie Khoury 001; Sébastien Marcel; Laurent El Shafey (Odyssey, 2014)

Bi-modal biometric authentication on mobile phones in challenging conditions. - Elie Khoury 001; Laurent El Shafey; Christopher McCool; Manuel Günther; Sébastien Marcel (Image Vis. Comput., 2014)

Impact of eye detection error on face recognition performance. - Abhishek Dutta 003; Manuel Günther; Laurent El Shafey; Sébastien Marcel; Raymond N. J. Veldhuis; Luuk J. Spreeuwers (IET Biom., 2015)

Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey. - Manuel Günther; Laurent El Shafey; Sébastien Marcel (Face Recognition Across the Imaging Spectrum, 2016)

BEAT: An Open-Source Web-Based Open-Science Platform. - André Anjos; Laurent El Shafey; Sébastien Marcel (CoRR, 2017)

Joint Speech Recognition and Speaker Diarization via Sequence Transduction. - Laurent El Shafey; Hagen Soltau; Izhak Shafran (INTERSPEECH, 2019)

The Medical Scribe: Corpus Development and Model Performance Analyses. - Izhak Shafran; Nan Du 002; Linh Tran; Amanda Perry; Lauren Keyes; Mark Knichel; Ashley Domin; Lei Huang; Yuhui Chen; Gang Li; Mingqiu Wang; Laurent El Shafey; et al. (LREC, 2020)

Word-Level Confidence Estimation for RNN Transducers. - Mingqiu Wang; Hagen Soltau; Laurent El Shafey; Izhak Shafran (ASRU, 2021)

Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction. - Hagen Soltau; Mingqiu Wang; Izhak Shafran; Laurent El Shafey (Interspeech, 2021)

R2D2: Relational Text Decoding with Transformers. - Aryan Arbabi; Mingqiu Wang; Laurent El Shafey; Nan Du 002; Izhak Shafran (CoRR, 2021)

Knowledge-grounded Dialog State Tracking. - Dian Yu; Mingqiu Wang; Yuan Cao 007; Laurent El Shafey; Izhak Shafran; Hagen Soltau (EMNLP (Findings), 2022)

RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations. - Hagen Soltau; Izhak Shafran; Mingqiu Wang; Laurent El Shafey (INTERSPEECH, 2022)

Pathways: Asynchronous Distributed Dataflow for ML. - Paul Barham 001; Aakanksha Chowdhery; Jeff Dean; Sanjay Ghemawat; Steven Hand 001; Dan Hurt; Michael Isard; Hyeontaek Lim; Ruoming Pang; Sudip Roy 002; Brennan Saeta; Parker Schuh; et al. (MLSys, 2022)

Unsupervised Slot Schema Induction for Task-oriented Dialog. - Dian Yu; Mingqiu Wang; Yuan Cao 007; Izhak Shafran; Laurent El Shafey; Hagen Soltau (NAACL-HLT, 2022)

RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences. - Hagen Soltau; Izhak Shafran; Mingqiu Wang; Laurent El Shafey (CoRR, 2022)

PaLM 2 Technical Report. - 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; et al. (CoRR, 2023)

Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding. - Mingqiu Wang; Izhak Shafran; Hagen Soltau; Wei Han 002; Yuan Cao 007; Dian Yu; Laurent El Shafey (CoRR, 2023)

Retrieval Augmented End-to-End Spoken Dialog Models. - Mingqiu Wang; Izhak Shafran; Hagen Soltau; Wei Han 002; Yuan Cao 007; Dian Yu; Laurent El Shafey (ICASSP, 2024)

Knowledge Graph Reasoning with Self-supervised Reinforcement Learning. - Ying Ma; Owen Burns; Mingqiu Wang; Gang Li; Nan Du 002; Laurent El Shafey; Liqiang Wang; Izhak Shafran; Hagen Soltau (CoRR, 2024)