Developments in continuous speech dictation using the 1995 ARPA NAB news task. - Jean-Luc Gauvain; Lori Lamel; Gilles Adda; Driss Matrouf (ICASSP, 1996)

Model compensation for noises in training and test data. - Driss Matrouf; Jean-Luc Gauvain (ICASSP, 1997)

Language identification incorporating lexical information. - Driss Matrouf; Martine Adda-Decker; Lori Lamel; Jean-Luc Gauvain (ICSLP, 1998)

Using AR HMM state-dependent filtering for speech enhancement. - Driss Matrouf; Jean-Luc Gauvain (ICASSP, 1999)

Comparing different model configurations for language identification using a phonotactic approach. - Driss Matrouf; Martine Adda-Decker; Jean-Luc Gauvain; Lori Lamel (EUROSPEECH, 1999)

Additive and convolutional noises compensation for speaker recognition. - Olivier Bellot; Driss Matrouf; Téva Merlin; Jean-François Bonastre (INTERSPEECH, 2000)

A posteriori and a priori transformations for speaker adaptation in large vocabulary speech recognition systems. - Driss Matrouf; Olivier Bellot; Pascal Nocera; Georges Linarès; Jean-François Bonastre (INTERSPEECH, 2001)

Structural speaker adaptation using maximum a posteriori approach and a Gaussian distributions merging technique. - Olivier Bellot; Driss Matrouf; Pascal Nocera; Georges Linarès; Jean-François Bonastre (ICASSP (2), 2003)

Structural linear model-space transformations for speaker adaptation. - Driss Matrouf; Olivier Bellot; Pascal Nocera; Georges Linarès; Jean-François Bonastre (INTERSPEECH, 2003)

Variability of automatic speech recognition systems using different features. - Loïc Barrault; Renato de Mori; Roberto Gemello; Franco Mana; Driss Matrouf (INTERSPEECH, 2005)

Dynamic selection of acoustic features in an Automatic Speech Recognition system. - Loïc Barrault; Driss Matrouf; Renato De Mori; Roberto Gemello; Franco Mana (EUSIPCO, 2006)

Characterizing Feature Variability in Automatic Speech Recognition Systems. - Loïc Barrault; Driss Matrouf; Renato De Mori; Roberto Gemello; Franco Mana (ICASSP (5), 2006)

Effect of Speech Transformation on Impostor Acceptance. - Driss Matrouf; Jean-François Bonastre; Corinne Fredouille (ICASSP (1), 2006)

Transfer Function-Based Voice Transformation for Speaker Recognition. - Jean-François Bonastre; Driss Matrouf; Corinne Fredouille (Odyssey, 2006)

Accurate Log-Likelihood Ratio Estimation by using Test Statistical Model for Speaker Verification. - Driss Matrouf; Jean-François Bonastre (Odyssey, 2006)

Artificial impostor voice transformation effects on false acceptance rates. - Jean-François Bonastre; Driss Matrouf; Corinne Fredouille (INTERSPEECH, 2007)

A straightforward and efficient implementation of the factor analysis model for speaker verification. - Driss Matrouf; Nicolas Scheffer; Benoit G. B. Fauve; Jean-François Bonastre (INTERSPEECH, 2007)

Confidence measure based unsupervised target model adaptation for speaker verification. - Alexandre Preti; Jean-François Bonastre; Driss Matrouf; François Capman; Bertrand Ravera (INTERSPEECH, 2007)

The LIA Speech Recognition System: From 10xRT to 1xRT. - Georges Linarès; Pascal Nocera; Dominique Massonié; Driss Matrouf (TSD, 2007)

State-of-the-Art Performance in Text-Independent Speaker Verification Through Open-Source Software. - Benoit G. B. Fauve; Driss Matrouf; Nicolas Scheffer; Jean-François Bonastre; John S. D. Mason (IEEE Trans. Speech Audio Process., 2007)

Frame-based acoustic feature integration for speech understanding. - Loïc Barrault; Christophe Servan; Driss Matrouf; Georges Linarès; Renato de Mori (ICASSP, 2008)

Factor analysis multi-session training constraint in session compensation for speaker verification. - Driss Matrouf; Jean-François Bonastre; Salah Eddine Mezaache (INTERSPEECH, 2008)

Combining continuous progressive model adaptation and factor analysis for speaker verification. - Mitchell McLaren; Driss Matrouf; Robbie Vogt; Jean-François Bonastre (INTERSPEECH, 2008)

Analysis of impostor tests with high scores in NIST-SRE context. - Salah Eddine Mezaache; Jean-François Bonastre; Driss Matrouf (INTERSPEECH, 2008)

ALIZE/spkdet: a state-of-the-art open source software for speaker recognition. - 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 (Odyssey, 2008)

Feature Selection Based on Information Theory for Speaker Verification. - Rafael Fernández; Jean-François Bonastre; Driss Matrouf; José R. Calvo (CIARP, 2009)

Robust audio-based classification of video genre. - Mickael Rouvier; Georges Linarès; Driss Matrouf (INTERSPEECH, 2009)

Factor analysis for audio-based video genre classification. - Mickael Rouvier; Driss Matrouf; Georges Linarès (INTERSPEECH, 2009)

Factor analysis and SVM for language recognition. - Florian Verdet; Driss Matrouf; Jean-François Bonastre; Jean Hennebert (INTERSPEECH, 2009)

Forensic speaker recognition. - Joseph P. Campbell; Wade Shen; William M. Campbell; Reva Schwartz; Jean-François Bonastre; Driss Matrouf (IEEE Signal Process. Mag., 2009)

Speaker Matching. - Jean-François Bonastre; Driss Matrouf (Encyclopedia of Biometrics, 2009)

Session Effects on Speaker Modeling. - Driss Matrouf; Jean-François Bonastre (Encyclopedia of Biometrics, 2009)

On-the-fly video genre classification by combination of audio features. - Mickael Rouvier; Georges Linarès; Driss Matrouf (ICASSP, 2010)

On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. - 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; et al. (ICPR Contests, 2010)

Model and Score Adaptation for Biometric Systems: Coping With Device Interoperability and Changing Acquisition Conditions. - Norman Poh; Josef Kittler; Sébastien Marcel; Driss Matrouf; Jean-François Bonastre (ICPR, 2010)

Decoupling session variability modelling and speaker characterisation. - Anthony Larcher; Christophe Lévy; Driss Matrouf; Jean-François Bonastre (INTERSPEECH, 2010)

Topological representation of speech for speaker recognition. - Gabriel Hernández Sierra; Jean-François Bonastre; Driss Matrouf; José R. Calvo (INTERSPEECH, 2010)

Channel detectors for system fusion in the context of NIST LRE 2009. - Florian Verdet; Driss Matrouf; Jean-François Bonastre; Jean Hennebert (INTERSPEECH, 2010)

Factor analysis-based approaches applied to the speaker diarization task of meetings : a preliminary study. - Pavel Tomasek; Corinne Fredouille; Driss Matrouf (Odyssey, 2010)

Coping with Two Different Transmission Channels in Language Recognition. - Florian Verdet; Driss Matrouf; Jean-François Bonastre; Jean Hennebert (Odyssey, 2010)

Subspace Gaussian Mixture Models for vectorial HMM-states representation. - Mohamed Bouallegue; Driss Matrouf; Mickael Rouvier; Georges Linarès (ASRU, 2011)

Factor analysis based session variability compensation for Automatic Speech Recognition. - Mickael Rouvier; Mohamed Bouallegue; Driss Matrouf; Georges Linarès (ASRU, 2011)

Discriminant binary data representation for speaker recognition. - Jean-François Bonastre; Pierre-Michel Bousquet; Driss Matrouf; Xavier Anguera Miró (ICASSP, 2011)

A simplified Subspace Gaussian Mixture to compact acoustic models for speech recognition. - Mohamed Bouallegue; Driss Matrouf; Georges Linarès (ICASSP, 2011)

Intersession Compensation and Scoring Methods in the i-vectors Space for Speaker Recognition. - Pierre-Michel Bousquet; Driss Matrouf; Jean-François Bonastre (INTERSPEECH, 2011)

Modeling nuisance variabilities with factor analysis for GMM-based audio pattern classification. - Driss Matrouf; Florian Verdet; Mickael Rouvier; Jean-François Bonastre; Georges Linarès (Comput. Speech Lang., 2011)

Applying SVMs and weight-based factor analysis to unsupervised adaptation for speaker verification. - Mitchell McLaren; Driss Matrouf; Robbie Vogt; Jean-François Bonastre (Comput. Speech Lang., 2011)

Speaker verification using m-vector extracted from MLLR super-vector. - Achintya Kumar Sarkar; Jean-François Bonastre; Driss Matrouf (EUSIPCO, 2012)

I-vectors in the context of phonetically-constrained short utterances for speaker verification. - Anthony Larcher; Pierre-Michel Bousquet; Kong-Aik Lee; Driss Matrouf; Haizhou Li 001; Jean-François Bonastre (ICASSP, 2012)

Bi-Modal Person Recognition on a Mobile Phone: Using Mobile Phone Data. - 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; et al. (ICME Workshops, 2012)

Subspace Gaussian Mixture Models Based on Noise Compensation for Speech Recognition. - Mohamed Bouallegue; Driss Matrouf; Georges Linarès; Mickael Rouvier (INTERSPEECH, 2012)

Study of the Effect of I-vector Modeling on Short and Mismatch Utterance Duration for Speaker Verification. - Achintya Kumar Sarkar; Driss Matrouf; Pierre-Michel Bousquet; Jean-François Bonastre (INTERSPEECH, 2012)

Variance-spectra based normalization for i-vector standard and probabilistic linear discriminant analysis. - Pierre-Michel Bousquet; Anthony Larcher; Driss Matrouf; Jean-François Bonastre; Oldrich Plchot (Odyssey, 2012)

Acoustic modeling for under-resourced languages based on vectorial HMM-states representation using Subspace Gaussian Mixture Models. - Mohamed Bouallegue; Emmanuel Ferreira; Driss Matrouf; Georges Linarès; Maria Goudi; Pascal Nocera (SLT, 2012)

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]. - Anthony Larcher; Pierre-Michel Bousquet; Driss Matrouf; Jean-François Bonastre (JEP-TALN-RECITAL 2012, 2012)

Identify the Benefits of the Different Steps in an i-Vector Based Speaker Verification System. - Pierre-Michel Bousquet; Jean-François Bonastre; Driss Matrouf (CIARP (2), 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)

LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach. - Mohamed Bouallegue; Grégory Senay; Mohamed Morchid; Driss Matrouf; Georges Linarès; Richard Dufour (MediaEval, 2013)

LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question. - Mohamed Morchid; Richard Dufour; Mohamed Bouallegue; Georges Linarès; Driss Matrouf (MediaEval, 2013)

LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach. - Mohamed Morchid; Richard Dufour; Mohamed Bouallegue; Georges Linarès; Driss Matrouf (MediaEval, 2013)

An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. - Mohamed Morchid; Mohamed Bouallegue; Richard Dufour; Georges Linarès; Driss Matrouf; Renato de Mori (EMNLP, 2014)

Subspace Gaussian mixture models for dialogues classification. - Mohamed Bouallegue; Mohamed Morchid; Richard Dufour; Driss Matrouf; Georges Linarès; Renato De Mori (INTERSPEECH, 2014)

Factor analysis based semantic variability compensation for automatic conversation representation. - Mohamed Bouallegue; Mohamed Morchid; Richard Dufour; Driss Matrouf; Georges Linarès; Renato De Mori (INTERSPEECH, 2014)

I-vector based representation of highly imperfect automatic transcriptions. - Mohamed Morchid; Mohamed Bouallegue; Richard Dufour; Georges Linarès; Driss Matrouf; Renato De Mori (INTERSPEECH, 2014)

Exploring some limits of Gaussian PLDA modeling for i-vector distributions. - Pierre-Michel Bousquet; Jean-François Bonastre; Driss Matrouf (Odyssey, 2014)

Robust Speaker Recognition Using MAP Estimation of Additive Noise in i-vectors Space. - Waad Ben Kheder; Driss Matrouf; Pierre-Michel Bousquet; Jean-François Bonastre; Moez Ajili (SLSP, 2014)

Integration of Word and Semantic Features for Theme Identification in Telephone Conversations. - Yannick Estève; Mohamed Bouallegue; Carole Lailler; Mohamed Morchid; Richard Dufour; Georges Linarès; Driss Matrouf; Renato De Mori (IWSDS, 2015)

Dealing with additive noise in speaker recognition systems based on i-vector approach. - Driss Matrouf; Waad Ben Kheder; Pierre-Michel Bousquet; Moez Ajili; Jean-François Bonastre (EUSIPCO, 2015)

Additive noise compensation in the i-vector space for speaker recognition. - Waad Ben Kheder; Driss Matrouf; Jean-François Bonastre; Moez Ajili; Pierre-Michel Bousquet (ICASSP, 2015)

A comparison of normalization techniques applied to latent space representations for speech analytics. - Mohamed Morchid; Richard Dufour; Driss Matrouf (INTERSPEECH, 2015)

Compact Multiview Representation of Documents Based on the Total Variability Space. - Mohamed Morchid; Mohamed Bouallegue; Richard Dufour; Georges Linarès; Driss Matrouf; Renato De Mori (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Audio-Based Video Genre Identification. - Mickael Rouvier; Stanislas Oger; Georges Linarès; Driss Matrouf; Bernard Mérialdo; Yingbo Li (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Speaker Matching. - Jean-François Bonastre; Driss Matrouf (Encyclopedia of Biometrics, 2015)

Session Effects on Speaker Modeling. - Driss Matrouf; Jean-François Bonastre (Encyclopedia of Biometrics, 2015)

LIA System for the SITW Speaker Recognition Challenge. - Waad Ben Kheder; Moez Ajili; Pierre-Michel Bousquet; Driss Matrouf; Jean-François Bonastre (INTERSPEECH, 2016)

Probabilistic Approach Using Joint Long and Short Session i-Vectors Modeling to Deal with Short Utterances for Speaker Recognition. - Waad Ben Kheder; Driss Matrouf; Moez Ajili; Jean-François Bonastre (INTERSPEECH, 2016)

Probabilistic Approach Using Joint Clean and Noisy i-Vectors Modeling for Speaker Recognition. - Waad Ben Kheder; Driss Matrouf; Moez Ajili; Jean-François Bonastre (INTERSPEECH, 2016)

Local binary patterns as features for speaker recognition. - Waad Ben Kheder; Driss Matrouf; Moez Ajili; Jean-François Bonastre (Odyssey, 2016)

Iterative Bayesian and MMSE-based noise compensation techniques for speaker recognition in the i-vector space. - Waad Ben Kheder; Driss Matrouf; Moez Ajili; Jean-François Bonastre (Odyssey, 2016)

LIA system description for NIST SRE 2016. - Mickael Rouvier; Pierre-Michel Bousquet; Moez Ajili; Waad Ben Kheder; Driss Matrouf; Jean-François Bonastre (CoRR, 2016)

Sub-vector Extraction and Cascade Post-Processing for Speaker Verification Using MLLR Super-vectors. - Achintya Kumar Sarkar; Claude Barras; Viet Bac Le; Driss Matrouf (CoRR, 2016)

A study on the roles of total variability space and session variability modeling in speaker recognition. - Achintya Kumar Sarkar; Jean-François Bonastre; Driss Matrouf (Int. J. Speech Technol., 2016)

The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. - Kong-Aik Lee; Ville Hautamäki; Tomi Kinnunen; Anthony Larcher; Chunlei Zhang; Andreas Nautsch; Themos Stafylakis; Gang Liu 001; Mickaël Rouvier; Wei Rao 002; Federico Alegre; J. Ma; et al. (INTERSPEECH, 2017)

Fast i-vector denoising using MAP estimation and a noise distributions database for robust speaker recognition. - Waad Ben Kheder; Driss Matrouf; Pierre-Michel Bousquet; Jean-François Bonastre; Moez Ajili (Comput. Speech Lang., 2017)

A Unified Joint Model to Deal With Nuisance Variabilities in the i-Vector Space. - Waad Ben Kheder; Driss Matrouf; Moez Ajili; Jean-François Bonastre (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

The ASVspoof 2019 database. - Xin Wang 037; 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; et al. (CoRR, 2019)

Preserving privacy in speaker and speech characterisation. - 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; et al. (Comput. Speech Lang., 2019)

Data augmentation versus noise compensation for x-vector speaker recognition systems in noisy environments. - Mohammad MohammadAmini; Driss Matrouf (EUSIPCO, 2020)

Speech Pseudonymisation Assessment Using Voice Similarity Matrices. - Paul-Gauthier Noé; Jean-François Bonastre; Driss Matrouf; Natalia A. Tomashenko; Andreas Nautsch; Nicholas W. D. Evans (INTERSPEECH, 2020)

Denoising x-vectors for Robust Speaker Recognition. - Mohammad MohammadAmini; Driss Matrouf; Paul-Gauthier Noé (Odyssey, 2020)

Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation. - Paul-Gauthier Noé; Mohammad MohammadAmini; Driss Matrouf; Titouan Parcollet; Jean-François Bonastre (CoRR, 2020)

Compensate multiple distortions for speaker recognition systems. - Mohammad MohammadAmini; Driss Matrouf; Jean-François Bonastre; Romain Serizel; Sandipana Dowerah; Denis Jouvet (EUSIPCO, 2021)

Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation. - Paul-Gauthier Noé; Mohammad MohammadAmini; Driss Matrouf; Titouan Parcollet; Andreas Nautsch; Jean-François Bonastre (Interspeech, 2021)

Language Adaptation for Speaker Recognition Systems Using Contrastive Learning. - Vincent Brignatz; Jarod Duret; Driss Matrouf; Mickael Rouvier (SPECOM, 2021)

A Comprehensive Exploration of Noise Robustness and Noise Compensation in ResNet and TDNN-based Speaker Recognition Systems. - Mohammad MohammadAmini; Driss Matrouf; Jean-François Bonatsre; Sandipana Dowerah; Romain Serizel; Denis Jouvet (EUSIPCO, 2022)

A Bridge between Features and Evidence for Binary Attribute-Driven Perfect Privacy. - Paul-Gauthier Noé; Andreas Nautsch; Driss Matrouf; Pierre-Michel Bousquet; Jean-François Bonastre (ICASSP, 2022)

Barlow Twins self-supervised learning for robust speaker recognition. - Mohammad MohammadAmini; Driss Matrouf; Jean-François Bonastre; Sandipana Dowerah; Romain Serizel; Denis Jouvet (INTERSPEECH, 2022)

Learning Noise Robust ResNet-Based Speaker Embedding for Speaker Recognition. - Mohammad MohammadAmini; Driss Matrouf; Jean-François Bonastre; Sandipana Dowerah; Romain Serizel; Denis Jouvet (Odyssey, 2022)

Joint Optimization of Diffusion Probabilistic-Based Multichannel Speech Enhancement with Far-Field Speaker Verification. - Sandipana Dowerah; Romain Serizel; Denis Jouvet; Mohammad MohammadAmini; Driss Matrouf (SLT, 2022)

How to Leverage DNN-based speech enhancement for multi-channel speaker verification? - Sandipana Dowerah; Romain Serizel; Denis Jouvet; Mohammad MohammadAmini; Driss Matrouf (CoRR, 2022)

Towards a unified assessment framework of speech pseudonymisation. - Paul-Gauthier Noé; Andreas Nautsch; Nicholas W. D. Evans; Jose Patino 001; Jean-François Bonastre; Natalia A. Tomashenko; Driss Matrouf (Comput. Speech Lang., 2022)

Hiding Speaker's Sex in Speech Using Zero-Evidence Speaker Representation in an Analysis/Synthesis Pipeline. - Paul-Gauthier Noé; Xiaoxiao Miao; Xin Wang 037; Junichi Yamagishi; Jean-François Bonastre; Driss Matrouf (ICASSP, 2023)

RoboVox: A Single/Multi-channel Far-field Speaker Recognition Benchmark for a Mobile Robot. - Mohammad MohammadAmini; Driss Matrouf; Mickaël Rouvier; Jean-François Bonastre; Romain Serizel; Théophile Gonos (LREC/COLING, 2024)

Spoofing detection in the wild: an investigation of approaches to improve generalisation. - Anh-Tuan Dao; Nicholas W. D. Evans; Driss Matrouf (Odyssey, 2024)

Attention-based Comparison on Aligned Utterances for Text-Dependent Speaker Verification. - Nathan Griot; Mohammad MohammadAmini; Driss Matrouf; Raphaël Blouet; Jean-François Bonastre (Odyssey, 2024)