Réda Dehak

According to our database1, Réda Dehak authored at least 32 papers between 2000 and 2024.

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Bibliography

2024
Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection.
CoRR, 2024

Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models.
CoRR, 2024

Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations.
Proceedings of the Odyssey 2024: The Speaker and Language Recognition Workshop, 2024

InaGVAD : A Challenging French TV and Radio Corpus Annotated for Speech Activity Detection and Speaker Gender Segmentation.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
A benchmark for toxic comment classification on Civil Comments dataset.
CoRR, 2023

Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Benchmark pour la classification de commentaires toxiques sur le jeu de données Civil Comments.
Proceedings of the Extraction et Gestion des Connaissances, 2023

2022
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2020
State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and Speakers in the Wild evaluations.
Comput. Speech Lang., 2020

2019
Non-Linear Dynamics Analysis of Protein Sequences. Application to CYP450.
Entropy, 2019

State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018
The MIT Lincoln Laboratory / JHU / EPITA-LSE LRE17 System.
Proceedings of the Odyssey 2018: The Speaker and Language Recognition Workshop, 2018

2017
The MIT-LL, JHU and LRDE NIST 2016 Speaker Recognition Evaluation System.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2014
GMM Weights Adaptation Based on Subspace Approaches for Speaker Verification.
Proceedings of the Odyssey 2014: The Speaker and Language Recognition Workshop, 2014

2013
Unsupervised Methods for Speaker Diarization: An Integrated and Iterative Approach.
IEEE Trans. Speech Audio Process., 2013

2012
First attempt of boltzmann machines for speaker verification.
Proceedings of the Odyssey 2012: The Speaker and Language Recognition Workshop, 2012

2011
Front-End Factor Analysis for Speaker Verification.
IEEE Trans. Speech Audio Process., 2011

Language Recognition via i-vectors and Dimensionality Reduction.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

A channel-blind system for speaker verification.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Unsupervised Speaker Adaptation based on the Cosine Similarity for Text-Independent Speaker Verification.
Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010

Cosine Similarity Scoring without Score Normalization Techniques.
Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010

2009
Cepstral and long-term features for emotion recognition.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Support vector machines and Joint Factor Analysis for speaker verification.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
The role of speaker factors in the NIST extended data task.
Proceedings of the Odyssey 2008: The Speaker and Language Recognition Workshop, 2008

Kernel combination for SVM speaker verification.
Proceedings of the Odyssey 2008: The Speaker and Language Recognition Workshop, 2008

Comparison between factor analysis and GMM support vector machines for speaker verification.
Proceedings of the Odyssey 2008: The Speaker and Language Recognition Workshop, 2008

2007
Linear and non linear kernel GMM supervector machines for speaker verification.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

2005
Spatial Reasoning with Incomplete Information on Relative Positioning.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

2004
A novel method to fight the non-line-of-sight error in AOA measurements for mobile location.
Proceedings of IEEE International Conference on Communications, 2004

2001
Inference of directional spatial relationship between points: a probabilistic approach.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Automated segmentation of multiple sclerosis lesions in multispectral MR imaging using fuzzy clustering.
Comput. Biol. Medicine, 2000


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