Réda Dehak

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 16

Top Topics

Speaker Verification

Supervised Learning

Top Venues

Publications

Théo Lepage, Réda Dehak
Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations. CoRR (2024)
Théo Lepage, Réda Dehak
Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations. Odyssey (2024)
David Doukhan, Christine Maertens, William Le Personnic, Ludovic Speroni, Réda Dehak
InaGVAD : a Challenging French TV and Radio Corpus Annotated for Speech Activity Detection and Speaker Gender Segmentation. CoRR (2024)
David Doukhan, Christine Maertens, William Le Personnic, Ludovic Speroni, Réda Dehak
InaGVAD : A Challenging French TV and Radio Corpus Annotated for Speech Activity Detection and Speaker Gender Segmentation. LREC/COLING (2024)
Victor Miara, Théo Lepage, Réda Dehak
Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models. CoRR (2024)
Corentin Duchene, Henri Jamet, Pierre Guillaume, Réda Dehak
Benchmark pour la classification de commentaires toxiques sur le jeu de données Civil Comments. EGC (2023)
Théo Lepage, Réda Dehak
Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification. CoRR (2023)
Théo Lepage, Réda Dehak
Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification. INTERSPEECH (2023)
Corentin Duchene, Henri Jamet, Pierre Guillaume, Réda Dehak
A benchmark for toxic comment classification on Civil Comments dataset. CoRR (2023)
Théo Lepage, Réda Dehak
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning. INTERSPEECH (2022)
Théo Lepage, Réda Dehak
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning. CoRR (2022)
Jesús Villalba, Nanxin Chen, David Snyder, Daniel Garcia-Romero, Alan McCree, Gregory Sell, Jonas Borgstrom, Leibny Paola García-Perera, Fred Richardson, Réda Dehak, Pedro A. Torres-Carrasquillo, Najim Dehak
State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and Speakers in the Wild evaluations. Comput. Speech Lang. 60 (2020)
Xavier F. Cadet, Réda Dehak, Sang Peter Chin, Miloud Bessafi
Non-Linear Dynamics Analysis of Protein Sequences. Application to CYP450. Entropy 21 (9) (2019)
Jesús Villalba, Nanxin Chen, David Snyder, Daniel Garcia-Romero, Alan McCree, Gregory Sell, Jonas Borgstrom, Fred Richardson, Suwon Shon, François Grondin, Réda Dehak, Leibny Paola García-Perera, Daniel Povey, Pedro A. Torres-Carrasquillo, Sanjeev Khudanpur, Najim Dehak
State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18. INTERSPEECH (2019)
Fred Richardson, Pedro A. Torres-Carrasquillo, Jonas Borgstrom, Douglas E. Sturim, Youngjune Gwon, Jesús Villalba, Jan Trmal, Nanxin Chen, Réda Dehak, Najim Dehak
The MIT Lincoln Laboratory / JHU / EPITA-LSE LRE17 System. Odyssey (2018)
Pedro A. Torres-Carrasquillo, Fred Richardson, Shahan C. Nercessian, Douglas E. Sturim, William M. Campbell, Youngjune Gwon, Swaroop Vattam, Najim Dehak, Sri Harish Reddy Mallidi, Phani Sankar Nidadavolu, Ruizhi Li, Réda Dehak
The MIT-LL, JHU and LRDE NIST 2016 Speaker Recognition Evaluation System. INTERSPEECH (2017)
Najim Dehak, Oldrich Plchot, Mohamad Hasan Bahari, Lukás Burget, Hugo Van hamme, Réda Dehak
GMM Weights Adaptation Based on Subspace Approaches for Speaker Verification. Odyssey (2014)
Stephen Shum, Najim Dehak, Réda Dehak, James R. Glass
Unsupervised Methods for Speaker Diarization: An Integrated and Iterative Approach. IEEE Trans. Speech Audio Process. 21 (10) (2013)
Mohammed Senoussaoui, Najim Dehak, Patrick Kenny, Réda Dehak, Pierre Dumouchel
First attempt of boltzmann machines for speaker verification. Odyssey (2012)
Najim Dehak, Zahi N. Karam, Douglas A. Reynolds, Réda Dehak, William M. Campbell, James R. Glass
A channel-blind system for speaker verification. ICASSP (2011)
Najim Dehak, Patrick Kenny, Réda Dehak, Pierre Dumouchel, Pierre Ouellet
Front-End Factor Analysis for Speaker Verification. IEEE Trans. Speech Audio Process. 19 (4) (2011)
Najim Dehak, Pedro A. Torres-Carrasquillo, Douglas A. Reynolds, Réda Dehak
Language Recognition via i-vectors and Dimensionality Reduction. INTERSPEECH (2011)
Najim Dehak, Réda Dehak, James R. Glass, Douglas A. Reynolds, Patrick Kenny
Cosine Similarity Scoring without Score Normalization Techniques. Odyssey (2010)
Stephen Shum, Najim Dehak, Réda Dehak, James R. Glass
Unsupervised Speaker Adaptation based on the Cosine Similarity for Text-Independent Speaker Verification. Odyssey (2010)
Najim Dehak, Patrick Kenny, Réda Dehak, Ondrej Glembek, Pierre Dumouchel, Lukás Burget, Valiantsina Hubeika, Fabio Castaldo
Support vector machines and Joint Factor Analysis for speaker verification. ICASSP (2009)
Najim Dehak, Réda Dehak, Patrick Kenny, Niko Brümmer, Pierre Ouellet, Pierre Dumouchel
Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification. INTERSPEECH (2009)
Pierre Dumouchel, Najim Dehak, Yazid Attabi, Réda Dehak, Narjès Boufaden
Cepstral and long-term features for emotion recognition. INTERSPEECH (2009)
Najim Dehak, Réda Dehak, Patrick Kenny, Pierre Dumouchel
Comparison between factor analysis and GMM support vector machines for speaker verification. Odyssey (2008)
Patrick Kenny, Najim Dehak, Réda Dehak, Vishwa Gupta, Pierre Dumouchel
The role of speaker factors in the NIST extended data task. Odyssey (2008)
Réda Dehak, Najim Dehak, Patrick Kenny, Pierre Dumouchel
Kernel combination for SVM speaker verification. Odyssey (2008)
Réda Dehak, Najim Dehak, Patrick Kenny, Pierre Dumouchel
Linear and non linear kernel GMM supervector machines for speaker verification. INTERSPEECH (2007)
Emmanuele Grosicki, Karim Abed-Meraim, Réda Dehak
A novel method to fight the non-line-of-sight error in AOA measurements for mobile location. ICC (2004)