Réda Dehak - RankMe

39 papers A 10Misc 2Journal 15Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Self-Supervised Learning for Speaker Recognition: A study and review. CoRR Théo Lepage, Réda Dehak
2026	J	`jnl`	Self-Supervised Learning for Speaker Recognition: A study and review. Speech Commun. Théo Lepage, Réda Dehak
2025	A	`conf`	SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification. INTERSPEECH Théo Lepage, Réda Dehak
2025	J	`jnl`	SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification. CoRR Théo Lepage, Réda Dehak
2025	J	`jnl`	Self-Supervised Frameworks for Speaker Verification via Bootstrapped Positive Sampling. CoRR Théo Lepage, Réda Dehak
2024	—	`conf`	Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations. Odyssey Théo Lepage, Réda Dehak
2024	J	`jnl`	Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations. CoRR Théo Lepage, Réda Dehak
2024	J	`jnl`	Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection. CoRR Theophile Stourbe, Victor Miara, Théo Lepage, Réda Dehak
2024	—	`conf`	InaGVAD : A Challenging French TV and Radio Corpus Annotated for Speech Activity Detection and Speaker Gender Segmentation. LREC/COLING David Doukhan, Christine Maertens, William Le Personnic, Ludovic Speroni, Réda Dehak
2024	J	`jnl`	InaGVAD : a Challenging French TV and Radio Corpus Annotated for Speech Activity Detection and Speaker Gender Segmentation. CoRR David Doukhan, Christine Maertens, William Le Personnic, Ludovic Speroni, Réda Dehak
2024	A	`conf`	Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models. INTERSPEECH Victor Miara, Théo Lepage, Réda Dehak
2024	J	`jnl`	Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models. CoRR Victor Miara, Théo Lepage, Réda Dehak
2023	J	`jnl`	A benchmark for toxic comment classification on Civil Comments dataset. CoRR Corentin Duchêne, Henri Jamet, Pierre Guillaume, Réda Dehak
2023	—	`conf`	Benchmark pour la classification de commentaires toxiques sur le jeu de données Civil Comments. EGC Corentin Duchêne, Henri Jamet, Pierre Guillaume, Réda Dehak
2023	A	`conf`	Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification. INTERSPEECH Théo Lepage, Réda Dehak
2023	J	`jnl`	Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification. CoRR Théo Lepage, Réda Dehak
2022	A	`conf`	Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning. INTERSPEECH Théo Lepage, Réda Dehak
2022	J	`jnl`	Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning. CoRR Théo Lepage, Réda Dehak
2020	J	`jnl`	State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and Speakers in the Wild evaluations. Comput. Speech Lang. 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
2019	J	`jnl`	Non-Linear Dynamics Analysis of Protein Sequences. Application to CYP450. Entropy Xavier F. Cadet, Réda Dehak, Sang Peter Chin, Miloud Bessafi
2019	A	`conf`	State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18. INTERSPEECH 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
2018	—	`conf`	The MIT Lincoln Laboratory / JHU / EPITA-LSE LRE17 System. Odyssey Fred Richardson, Pedro A. Torres-Carrasquillo, Jonas Borgstrom, Douglas E. Sturim, Youngjune Gwon, Jesús Villalba, Jan Trmal, Nanxin Chen, Réda Dehak, Najim Dehak
2017	A	`conf`	The MIT-LL, JHU and LRDE NIST 2016 Speaker Recognition Evaluation System. INTERSPEECH 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
2014	—	`conf`	GMM Weights Adaptation Based on Subspace Approaches for Speaker Verification. Odyssey Najim Dehak, Oldrich Plchot, Mohamad Hasan Bahari, Lukás Burget, Hugo Van hamme, Réda Dehak
2013	J	`jnl`	Unsupervised Methods for Speaker Diarization: An Integrated and Iterative Approach. IEEE Trans. Speech Audio Process. Stephen Shum, Najim Dehak, Réda Dehak, James R. Glass
2012	—	`conf`	First attempt of boltzmann machines for speaker verification. Odyssey Mohammed Senoussaoui, Najim Dehak, Patrick Kenny, Réda Dehak, Pierre Dumouchel
2011	Misc	`conf`	A channel-blind system for speaker verification. ICASSP Najim Dehak, Zahi N. Karam, Douglas A. Reynolds, Réda Dehak, William M. Campbell, James R. Glass
2011	J	`jnl`	Front-End Factor Analysis for Speaker Verification. IEEE Trans. Speech Audio Process. Najim Dehak, Patrick Kenny, Réda Dehak, Pierre Dumouchel, Pierre Ouellet
2011	A	`conf`	Language Recognition via i-vectors and Dimensionality Reduction. INTERSPEECH Najim Dehak, Pedro A. Torres-Carrasquillo, Douglas A. Reynolds, Réda Dehak
2010	—	`conf`	Cosine Similarity Scoring without Score Normalization Techniques. Odyssey Najim Dehak, Réda Dehak, James R. Glass, Douglas A. Reynolds, Patrick Kenny
2010	—	`conf`	Unsupervised Speaker Adaptation based on the Cosine Similarity for Text-Independent Speaker Verification. Odyssey Stephen Shum, Najim Dehak, Réda Dehak, James R. Glass
2009	A	`conf`	Cepstral and long-term features for emotion recognition. INTERSPEECH Pierre Dumouchel, Najim Dehak, Yazid Attabi, Réda Dehak, Narjès Boufaden
2009	Misc	`conf`	Support vector machines and Joint Factor Analysis for speaker verification. ICASSP Najim Dehak, Patrick Kenny, Réda Dehak, Ondrej Glembek, Pierre Dumouchel, Lukás Burget, Valiantsina Hubeika, Fabio Castaldo
2009	A	`conf`	Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification. INTERSPEECH Najim Dehak, Réda Dehak, Patrick Kenny, Niko Brümmer, Pierre Ouellet, Pierre Dumouchel
2008	—	`conf`	Comparison between factor analysis and GMM support vector machines for speaker verification. Odyssey Najim Dehak, Réda Dehak, Patrick Kenny, Pierre Dumouchel
2008	—	`conf`	Kernel combination for SVM speaker verification. Odyssey Réda Dehak, Najim Dehak, Patrick Kenny, Pierre Dumouchel
2008	—	`conf`	The role of speaker factors in the NIST extended data task. Odyssey Patrick Kenny, Najim Dehak, Réda Dehak, Vishwa Gupta, Pierre Dumouchel
2007	A	`conf`	Linear and non linear kernel GMM supervector machines for speaker verification. INTERSPEECH Réda Dehak, Najim Dehak, Patrick Kenny, Pierre Dumouchel
2004	—	`conf`	A novel method to fight the non-line-of-sight error in AOA measurements for mobile location. ICC Emmanuele Grosicki, Karim Abed-Meraim, Réda Dehak