Driss Matrouf

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 40

Top Venues

CoRR

INTERSPEECH

Odyssey

EUSIPCO

Publications

Nathan Griot, Mohammad MohammadAmini, Driss Matrouf, Raphaël Blouet, Jean-François Bonastre
Attention-based Comparison on Aligned Utterances for Text-Dependent Speaker Verification. Odyssey (2024)
Mohammad MohammadAmini, Driss Matrouf, Mickaël Rouvier, Jean-François Bonastre, Romain Serizel, Théophile Gonos
RoboVox: A Single/Multi-channel Far-field Speaker Recognition Benchmark for a Mobile Robot. LREC/COLING (2024)
Anh-Tuan Dao, Nicholas W. D. Evans, Driss Matrouf
Spoofing detection in the wild: an investigation of approaches to improve generalisation. Odyssey (2024)
Paul-Gauthier Noé, Xiaoxiao Miao, Xin Wang, Junichi Yamagishi, Jean-François Bonastre, Driss Matrouf
Hiding Speaker's Sex in Speech Using Zero-Evidence Speaker Representation in an Analysis/Synthesis Pipeline. ICASSP (2023)
Mohammad MohammadAmini, Driss Matrouf, Jean-François Bonastre, Sandipana Dowerah, Romain Serizel, Denis Jouvet
Barlow Twins self-supervised learning for robust speaker recognition. INTERSPEECH (2022)
Paul-Gauthier Noé, Andreas Nautsch, Nicholas W. D. Evans, Jose Patino, Jean-François Bonastre, Natalia A. Tomashenko, Driss Matrouf
Towards a unified assessment framework of speech pseudonymisation. Comput. Speech Lang. 72 (2022)
Sandipana Dowerah, Romain Serizel, Denis Jouvet, Mohammad MohammadAmini, Driss Matrouf
How to Leverage DNN-based speech enhancement for multi-channel speaker verification? CoRR (2022)
Mohammad MohammadAmini, Driss Matrouf, Jean-François Bonatsre, Sandipana Dowerah, Romain Serizel, Denis Jouvet
A Comprehensive Exploration of Noise Robustness and Noise Compensation in ResNet and TDNN-based Speaker Recognition Systems. EUSIPCO (2022)
Paul-Gauthier Noé, Andreas Nautsch, Driss Matrouf, Pierre-Michel Bousquet, Jean-François Bonastre
A Bridge between Features and Evidence for Binary Attribute-Driven Perfect Privacy. ICASSP (2022)
Paul-Gauthier Noé, Xiaoxiao Miao, Xin Wang, Junichi Yamagishi, Jean-François Bonastre, Driss Matrouf
Hiding speaker's sex in speech using zero-evidence speaker representation in an analysis/synthesis pipeline. CoRR (2022)
Sandipana Dowerah, Romain Serizel, Denis Jouvet, Mohammad MohammadAmini, Driss Matrouf
Joint Optimization of Diffusion Probabilistic-Based Multichannel Speech Enhancement with Far-Field Speaker Verification. SLT (2022)
Mohammad MohammadAmini, Driss Matrouf, Jean-François Bonastre, Sandipana Dowerah, Romain Serizel, Denis Jouvet
Learning Noise Robust ResNet-Based Speaker Embedding for Speaker Recognition. Odyssey (2022)
Vincent Brignatz, Jarod Duret, Driss Matrouf, Mickael Rouvier
Language Adaptation for Speaker Recognition Systems Using Contrastive Learning. SPECOM (2021)
Mohammad MohammAdamini, Driss Matrouf, Jean-François Bonastre, Romain Serizel, Sandipana Dowerah, Denis Jouvet
Compensate multiple distortions for speaker recognition systems. EUSIPCO (2021)
Paul-Gauthier Noé, Andreas Nautsch, Driss Matrouf, Pierre-Michel Bousquet, Jean-François Bonastre
A bridge between features and evidence for binary attribute-driven perfect privacy. CoRR (2021)
Paul-Gauthier Noé, Mohammad MohammadAmini, Driss Matrouf, Titouan Parcollet, Andreas Nautsch, Jean-François Bonastre
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation. Interspeech (2021)
Paul-Gauthier Noé, Mohammad MohammadAmini, Driss Matrouf, Titouan Parcollet, Jean-François Bonastre
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation. CoRR (2020)
Paul-Gauthier Noé, Jean-François Bonastre, Driss Matrouf, Natalia A. Tomashenko, Andreas Nautsch, Nicholas W. D. Evans
Speech Pseudonymisation Assessment Using Voice Similarity Matrices. CoRR (2020)
Mohammad MohammadAmini, Driss Matrouf, Paul-Gauthier Noé
Denoising x-vectors for Robust Speaker Recognition. Odyssey (2020)
Mohammad MohammadAmini, Driss Matrouf
Data augmentation versus noise compensation for x-vector speaker recognition systems in noisy environments. EUSIPCO (2020)
Paul-Gauthier Noé, Jean-François Bonastre, Driss Matrouf, Natalia A. Tomashenko, Andreas Nautsch, Nicholas W. D. Evans
Speech Pseudonymisation Assessment Using Voice Similarity Matrices. INTERSPEECH (2020)
Mohammad MohammadAmini, Driss Matrouf
Data augmentation versus noise compensation for x- vector speaker recognition systems in noisy environments. CoRR (2020)
Andreas Nautsch, Abelino Jiménez, Amos Treiber, Jascha Kolberg, Catherine Jasserand, Els Kindt, Héctor Delgado, Massimiliano Todisco, Mohamed Amine Hmani, Aymen Mtibaa, Mohammed Ahmed Abdelraheem, Alberto Abad, Francisco Teixeira, Driss Matrouf, Marta Gomez-Barrero, Dijana Petrovska-Delacrétaz, Gérard Chollet, Nicholas W. D. Evans, Christoph Busch
Preserving privacy in speaker and speech characterisation. Comput. Speech Lang. 58 (2019)
Xin Wang, Junichi Yamagishi, Massimiliano Todisco, Héctor Delgado, Andreas Nautsch, Nicholas W. D. Evans, Md. Sahidullah, Ville Vestman, Tomi Kinnunen, Kong Aik Lee, Lauri Juvela, Paavo Alku, Yu-Huai Peng, Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Sébastien Le Maguer, Markus Becker, Fergus Henderson, Rob Clark, Yu Zhang, Quan Wang, Ye Jia, Kai Onuma, Koji Mushika, Takashi Kaneda, Yuan Jiang, Li-Juan Liu, Yi-Chiao Wu, Wen-Chin Huang, Tomoki Toda, Kou Tanaka, Hirokazu Kameoka, Ingmar Steiner, Driss Matrouf, Jean-François Bonastre, Avashna Govender, Srikanth Ronanki, Jing-Xuan Zhang, Zhen-Hua Ling
The ASVspoof 2019 database. CoRR (2019)
Waad Ben Kheder, Driss Matrouf, Moez Ajili, Jean-François Bonastre
A Unified Joint Model to Deal With Nuisance Variabilities in the i-Vector Space. IEEE ACM Trans. Audio Speech Lang. Process. 26 (3) (2018)
Waad Ben Kheder, Driss Matrouf, Pierre-Michel Bousquet, Jean-François Bonastre, Moez Ajili
Fast i-vector denoising using MAP estimation and a noise distributions database for robust speaker recognition. Comput. Speech Lang. 45 (2017)
Waad Ben Kheder, Moez Ajili, Pierre-Michel Bousquet, Driss Matrouf, Jean-François Bonastre
LIA System for the SITW Speaker Recognition Challenge. INTERSPEECH (2016)
Achintya Kumar Sarkar, Claude Barras, Viet Bac Le, Driss Matrouf
Sub-vector Extraction and Cascade Post-Processing for Speaker Verification Using MLLR Super-vectors. CoRR (2016)
Waad Ben Kheder, Driss Matrouf, Moez Ajili, Jean-François Bonastre
Local binary patterns as features for speaker recognition. Odyssey (2016)
Waad Ben Kheder, Driss Matrouf, Moez Ajili, Jean-François Bonastre
Probabilistic Approach Using Joint Clean and Noisy i-Vectors Modeling for Speaker Recognition. INTERSPEECH (2016)
Mickael Rouvier, Pierre-Michel Bousquet, Moez Ajili, Waad Ben Kheder, Driss Matrouf, Jean-François Bonastre
LIA system description for NIST SRE 2016. CoRR (2016)
Achintya Kumar Sarkar, Jean-François Bonastre, Driss Matrouf
A study on the roles of total variability space and session variability modeling in speaker recognition. Int. J. Speech Technol. 19 (1) (2016)
Waad Ben Kheder, Driss Matrouf, Moez Ajili, Jean-François Bonastre
Iterative Bayesian and MMSE-based noise compensation techniques for speaker recognition in the i-vector space. Odyssey (2016)
Waad Ben Kheder, Driss Matrouf, Moez Ajili, Jean-François Bonastre
Probabilistic Approach Using Joint Long and Short Session i-Vectors Modeling to Deal with Short Utterances for Speaker Recognition. INTERSPEECH (2016)
Waad Ben Kheder, Driss Matrouf, Jean-François Bonastre, Moez Ajili, Pierre-Michel Bousquet
Additive noise compensation in the i-vector space for speaker recognition. ICASSP (2015)
Yannick Estève, Mohamed Bouallegue, Carole Lailler, Mohamed Morchid, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
Integration of Word and Semantic Features for Theme Identification in Telephone Conversations. IWSDS (2015)
Driss Matrouf, Waad Ben Kheder, Pierre-Michel Bousquet, Moez Ajili, Jean-François Bonastre
Dealing with additive noise in speaker recognition systems based on i-vector approach. EUSIPCO (2015)
Mohamed Morchid, Richard Dufour, Driss Matrouf
A comparison of normalization techniques applied to latent space representations for speech analytics. INTERSPEECH (2015)
Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
Compact Multiview Representation of Documents Based on the Total Variability Space. IEEE ACM Trans. Audio Speech Lang. Process. 23 (8) (2015)
Mickael Rouvier, Stanislas Oger, Georges Linarès, Driss Matrouf, Bernard Mérialdo, Yingbo Li
Audio-Based Video Genre Identification. IEEE ACM Trans. Audio Speech Lang. Process. 23 (6) (2015)
Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori
Subspace Gaussian mixture models for dialogues classification. INTERSPEECH (2014)
Pierre-Michel Bousquet, Jean-François Bonastre, Driss Matrouf
Exploring some limits of Gaussian PLDA modeling for i-vector distributions. Odyssey (2014)
Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato de Mori
An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. EMNLP (2014)
Waad Ben Kheder, Driss Matrouf, Pierre-Michel Bousquet, Jean-François Bonastre, Moez Ajili
Robust Speaker Recognition Using MAP Estimation of Additive Noise in i-vectors Space. SLSP (2014)
Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori
Factor analysis based semantic variability compensation for automatic conversation representation. INTERSPEECH (2014)
Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
I-vector based representation of highly imperfect automatic transcriptions. INTERSPEECH (2014)
Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Driss Matrouf
LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach. MediaEval (2013)
Pierre-Michel Bousquet, Jean-François Bonastre, Driss Matrouf
Identify the Benefits of the Different Steps in an i-Vector Based Speaker Verification System. CIARP (2) (2013)
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)
Mohamed Bouallegue, Grégory Senay, Mohamed Morchid, Driss Matrouf, Georges Linarès, Richard Dufour
LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach. MediaEval (2013)
Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Driss Matrouf
LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question. MediaEval (2013)
Achintya Kumar Sarkar, Jean-François Bonastre, Driss Matrouf
Speaker verification using m-vector extracted from MLLR super-vector. EUSIPCO (2012)
Anthony Larcher, Pierre-Michel Bousquet, Kong-Aik Lee, Driss Matrouf, Haizhou Li, Jean-François Bonastre
I-vectors in the context of phonetically-constrained short utterances for speaker verification. ICASSP (2012)
Achintya Kumar Sarkar, Driss Matrouf, Pierre-Michel Bousquet, Jean-François Bonastre
Study of the Effect of I-vector Modeling on Short and Mismatch Utterance Duration for Speaker Verification. INTERSPEECH (2012)
Pierre-Michel Bousquet, Anthony Larcher, Driss Matrouf, Jean-François Bonastre, Oldrich Plchot
Variance-spectra based normalization for i-vector standard and probabilistic linear discriminant analysis. Odyssey (2012)
Anthony Larcher, Pierre-Michel Bousquet, Driss Matrouf, Jean-François Bonastre
Analyse en Composante Principale pour l'extraction des i-vecteurs en vérification du locuteur (Principal Component Analysis for i-vector extraction in speaker verification.) [in French]. JEP-TALN-RECITAL 2012 (2012)
Mohamed Bouallegue, Emmanuel Ferreira, Driss Matrouf, Georges Linarès, Maria Goudi, Pascal Nocera
Acoustic modeling for under-resourced languages based on vectorial HMM-states representation using Subspace Gaussian Mixture Models. SLT (2012)
Mohamed Bouallegue, Driss Matrouf, Georges Linarès, Mickael Rouvier
Subspace Gaussian Mixture Models Based on Noise Compensation for Speech Recognition. INTERSPEECH (2012)
Christopher McCool, Sébastien Marcel, Abdenour Hadid, Matti Pietikäinen, Pavel Matejka, Jan Cernocký, Norman Poh, Josef Kittler, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Philip A. Tresadern, Timothy F. Cootes
Bi-Modal Person Recognition on a Mobile Phone: Using Mobile Phone Data. ICME Workshops (2012)
Mohamed Bouallegue, Driss Matrouf, Georges Linarès
A simplified Subspace Gaussian Mixture to compact acoustic models for speech recognition. ICASSP (2011)
Pierre-Michel Bousquet, Driss Matrouf, Jean-François Bonastre
Intersession Compensation and Scoring Methods in the i-vectors Space for Speaker Recognition. INTERSPEECH (2011)
Mickael Rouvier, Mohamed Bouallegue, Driss Matrouf, Georges Linarès
Factor analysis based session variability compensation for Automatic Speech Recognition. ASRU (2011)
Jean-François Bonastre, Pierre-Michel Bousquet, Driss Matrouf, Xavier Anguera Miró
Discriminant binary data representation for speaker recognition. ICASSP (2011)
Driss Matrouf, Florian Verdet, Mickael Rouvier, Jean-François Bonastre, Georges Linarès
Modeling nuisance variabilities with factor analysis for GMM-based audio pattern classification. Comput. Speech Lang. 25 (3) (2011)
Mohamed Bouallegue, Driss Matrouf, Mickael Rouvier, Georges Linarès
Subspace Gaussian Mixture Models for vectorial HMM-states representation. ASRU (2011)
Mitchell McLaren, Driss Matrouf, Robbie Vogt, Jean-François Bonastre
Applying SVMs and weight-based factor analysis to unsupervised adaptation for speaker verification. Comput. Speech Lang. 25 (2) (2011)
Norman Poh, Josef Kittler, Sébastien Marcel, Driss Matrouf, Jean-François Bonastre
Model and Score Adaptation for Biometric Systems: Coping With Device Interoperability and Changing Acquisition Conditions. ICPR (2010)
Gabriel Hernández Sierra, Jean-François Bonastre, Driss Matrouf, José R. Calvo
Topological representation of speech for speaker recognition. INTERSPEECH (2010)
Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre
Decoupling session variability modelling and speaker characterisation. INTERSPEECH (2010)
Florian Verdet, Driss Matrouf, Jean-François Bonastre, Jean Hennebert
Channel detectors for system fusion in the context of NIST LRE 2009. INTERSPEECH (2010)
Mickael Rouvier, Georges Linarès, Driss Matrouf
On-the-fly video genre classification by combination of audio features. ICASSP (2010)
Pavel Tomasek, Corinne Fredouille, Driss Matrouf
Factor analysis-based approaches applied to the speaker diarization task of meetings : a preliminary study. Odyssey (2010)
Sébastien Marcel, Chris McCool, Pavel Matejka, Timo Ahonen, Jan Cernocký, Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan, Chi-Ho Chan, Josef Kittler, Norman Poh, Benoit G. B. Fauve, Ondrej Glembek, Oldrich Plchot, Zdenek Jancik, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Ping-Han Lee, Jui-Yu Hung, Si-Wei Wu, Yi-Ping Hung, Lukás Machlica, John S. D. Mason, Sandra Mau, Conrad Sanderson, David Monzo, Antonio Albiol, Hieu V. Nguyen, Li Bai, Yan Wang, Matti Niskanen, Markus Turtinen, Juan Arturo Nolazco-Flores, L. Paola García-Perera, Roberto Aceves-Lopez, Mauricio Villegas, Roberto Paredes
On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. ICPR Contests (2010)
Florian Verdet, Driss Matrouf, Jean-François Bonastre, Jean Hennebert
Coping with Two Different Transmission Channels in Language Recognition. Odyssey (2010)
Florian Verdet, Driss Matrouf, Jean-François Bonastre, Jean Hennebert
Factor analysis and SVM for language recognition. INTERSPEECH (2009)
Mickael Rouvier, Georges Linarès, Driss Matrouf
Robust audio-based classification of video genre. INTERSPEECH (2009)
Rafael Fernández, Jean-François Bonastre, Driss Matrouf, José R. Calvo
Feature Selection Based on Information Theory for Speaker Verification. CIARP (2009)
Mickael Rouvier, Driss Matrouf, Georges Linarès
Factor analysis for audio-based video genre classification. INTERSPEECH (2009)
Joseph P. Campbell, Wade Shen, William M. Campbell, Reva Schwartz, Jean-François Bonastre, Driss Matrouf
Forensic speaker recognition. IEEE Signal Process. Mag. 26 (2) (2009)
Jean-François Bonastre, Nicolas Scheffer, Driss Matrouf, Corinne Fredouille, Anthony Larcher, Alexandre Preti, Gilles Pouchoulin, Nicholas W. D. Evans, Benoit G. B. Fauve, John S. D. Mason
ALIZE/spkdet: a state-of-the-art open source software for speaker recognition. Odyssey (2008)
Mitchell McLaren, Driss Matrouf, Robbie Vogt, Jean-François Bonastre
Combining continuous progressive model adaptation and factor analysis for speaker verification. INTERSPEECH (2008)
Driss Matrouf, Jean-François Bonastre, Salah Eddine Mezaache
Factor analysis multi-session training constraint in session compensation for speaker verification. INTERSPEECH (2008)
Salah Eddine Mezaache, Jean-François Bonastre, Driss Matrouf
Analysis of impostor tests with high scores in NIST-SRE context. INTERSPEECH (2008)
Loïc Barrault, Christophe Servan, Driss Matrouf, Georges Linarès, Renato de Mori
Frame-based acoustic feature integration for speech understanding. ICASSP (2008)
Alexandre Preti, Jean-François Bonastre, Driss Matrouf, François Capman, Bertrand Ravera
Confidence measure based unsupervised target model adaptation for speaker verification. INTERSPEECH (2007)
Benoit G. B. Fauve, Driss Matrouf, Nicolas Scheffer, Jean-François Bonastre, John S. D. Mason
State-of-the-Art Performance in Text-Independent Speaker Verification Through Open-Source Software. IEEE Trans. Speech Audio Process. 15 (7) (2007)
Jean-François Bonastre, Driss Matrouf, Corinne Fredouille
Artificial impostor voice transformation effects on false acceptance rates. INTERSPEECH (2007)
Driss Matrouf, Nicolas Scheffer, Benoit G. B. Fauve, Jean-François Bonastre
A straightforward and efficient implementation of the factor analysis model for speaker verification. INTERSPEECH (2007)
Georges Linarès, Pascal Nocera, Dominique Massonié, Driss Matrouf
The LIA Speech Recognition System: From 10xRT to 1xRT. TSD (2007)
Driss Matrouf, Jean-François Bonastre
Accurate Log-Likelihood Ratio Estimation by using Test Statistical Model for Speaker Verification. Odyssey (2006)
Loïc Barrault, Driss Matrouf, Renato De Mori, Roberto Gemello, Franco Mana
Characterizing Feature Variability in Automatic Speech Recognition Systems. ICASSP (5) (2006)
Loïc Barrault, Driss Matrouf, Renato De Mori, Roberto Gemello, Franco Mana
Dynamic selection of acoustic features in an Automatic Speech Recognition system. EUSIPCO (2006)
Jean-François Bonastre, Driss Matrouf, Corinne Fredouille
Transfer Function-Based Voice Transformation for Speaker Recognition. Odyssey (2006)
Driss Matrouf, Jean-François Bonastre, Corinne Fredouille
Effect of Speech Transformation on Impostor Acceptance. ICASSP (1) (2006)
Loïc Barrault, Renato de Mori, Roberto Gemello, Franco Mana, Driss Matrouf
Variability of automatic speech recognition systems using different features. INTERSPEECH (2005)
Driss Matrouf, Olivier Bellot, Pascal Nocera, Georges Linarès, Jean-François Bonastre
Structural linear model-space transformations for speaker adaptation. INTERSPEECH (2003)
Olivier Bellot, Driss Matrouf, Pascal Nocera, Georges Linarès, Jean-François Bonastre
Structural speaker adaptation using maximum a posteriori approach and a Gaussian distributions merging technique. ICASSP (2) (2003)
Driss Matrouf, Olivier Bellot, Pascal Nocera, Georges Linarès, Jean-François Bonastre
A posteriori and a priori transformations for speaker adaptation in large vocabulary speech recognition systems. INTERSPEECH (2001)
Olivier Bellot, Driss Matrouf, Téva Merlin, Jean-François Bonastre
Additive and convolutional noises compensation for speaker recognition. INTERSPEECH (2000)
Driss Matrouf, Jean-Luc Gauvain
Using AR HMM state-dependent filtering for speech enhancement. ICASSP (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Driss Matrouf