Driss MATROUF

Andreas Nautsch, Abelino Jiménez, Amos Treiber, Jascha Kolberg, Catherine Jasserand, et al.. Preserving privacy in speaker and speech characterisation. Computer Speech and Language, Elsevier, 2019, 58, pp.441-480. ⟨10.1016/j.csl.2019.06.001⟩. ⟨hal-02307615⟩

Waad Ben Kheder, Driss Matrouf, Ajili Moez, Jean-François Bonastre. A Unified Joint Model to Deal With Nuisance Variabilities in the i-Vector Space. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2018. ⟨hal-01858318⟩

Waad 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. Computer Speech and Language, Elsevier, 2017. ⟨hal-02157200⟩

Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linares, Driss Matrouf, et al.. Compact Multiview Representation of Documents Based on the Total Variability Space. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2015, ⟨10.1109/TASLP.2015.2431854⟩. ⟨hal-01319808⟩

Mickael Rouvier, Stanislas Oger, Georges Linares, Driss Matrouf, Bernard Merialdo, et al.. Audio-Based Video Genre Identification. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2015, 23 (6), pp.1031 - 1041. ⟨10.1109/TASLP.2014.2387411⟩. ⟨hal-01320230⟩

Driss Matrouf, Florian Verdet, Mickaël Rouvier, Jean-François Bonastre, Georges Linares. Modeling nuisance variabilities with factor analysis for GMM-based audio pattern classification. Computer Speech and Language, Elsevier, 2011, ⟨10.1016/j.csl.2010.11.001⟩. ⟨hal-01318503⟩

Mitchell Mclaren, Driss Matrouf, Robbie Vogt, Jean-François Bonastre. Applying SVMs and weight-based factor analysis to unsupervised adaptation for speaker verification. Computer Speech and Language, Elsevier, 2011, ⟨10.1016/j.csl.2010.02.004⟩. ⟨hal-01318530⟩

Driss Matrouf, Nicolas Scheffer, Jean-François Bonastre. State-of-the-Art Performance in Text-Independent Speaker Verification Through Open-Source Software. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2007, ⟨10.1109/TASL.2007.902877⟩. ⟨hal-01311358⟩

Mohammad Mohammadamini, Driss Matrouf, Paul-Gauthier Noé. Denoising x-vectors for Robust Speaker Recognition. Odyssey 2020 The Speaker and Language Recognition Workshop, Nov 2020, Tokyo, Japan. pp.75-80, ⟨10.21437/Odyssey.2020-11⟩. ⟨hal-02614616⟩

Didier Josselin, Dorian Roussel, Said Boularouk, Abdelberry Saidi, Driss Matrouf, et al.. Sonorous cartography for sighted and blind people. AGILE’2016 - 19th AGILE International Conference on Geographic Information Science, Jun 2016, Helsinki, Finland. ⟨hal-01338081⟩

Mickael Rouvier, Stanislas Oger, Georges Linares, Driss Matrouf, Bernard Merialdo, et al.. Audio-Based Video Genre Identification. TASLP 2015 Transactions on Audio Speech and Language, 2015, Piscataway, United States. ⟨10.1109/TASLP.2014.2387411⟩. ⟨hal-01340017⟩

Mohamed Morchid, Richard Dufour, Driss Matrouf. A Comparison of Normalization Techniques Applied to Latent Space Representations for Speech Analytics. Interspeech 2015, Sep 2015, Dresden, Germany. ⟨hal-02356373⟩

Yannick Estève, Mohamed Bouallegue, Carole Lailler, Mohamed Morchid, Richard Dufour, et al.. Integration of word and semantic features for theme identification in telephone conversations. 6th International Workshop on Spoken Dialog Systems (IWSDS 2015), 2015, Busan, South Korea. ⟨hal-01433213⟩

Waad Kheder, Driss Matrouf, Jean-François Bonastre, Moez Ajili, Pierre-Michel Bousquet. ADDITIVE NOISE COMPENSATION IN THE I-VECTOR SPACE FOR SPEAKER RECOGNITION. ICASSP, 2015, South Brisbane, Australia. ⟨hal-02157205⟩

Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, et al.. Factor Analysis based Semantic Variability Compensation for Automatic Conversation Representation. Interspeech, May 2014, Singapore, Singapore. ⟨hal-01313121⟩

Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, et al.. Subspace Gaussian Mixture Models for Dialogues Classification. Interspeech, May 2014, Singapore, Singapore. ⟨hal-01313132⟩

Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, et al.. An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP),, Oct 2014, Doha, Qatar. ⟨10.3115/v1/D14-1051⟩. ⟨hal-01318651⟩

Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, et al.. I-vector based Representation of Highly Imperfect Automatic Transcriptions. INTERSPEECH, May 2014, Singapore, Singapore. ⟨hal-01318657⟩

Pierre-Michel Bousquet, Jean-François Bonastre, Driss Matrouf. Exploring some limits of Gaussian PLDA modeling for i-vector distributions. Odyssey: The Speaker and Language Recognition Workshop, 2014, Joensuu, Finland. ⟨hal-02159801⟩

Mohamed Bouallegue, Grégory Senay, Mohamed Morchid, Driss Matrouf, Georges Linares, et al.. LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach. MediaEval, Oct 2013, Barcelone, Spain. ⟨hal-01313144⟩

Pierre-Michel Bousquet, Jean-François Bonastre, Driss Matrouf. Identify the Benefits of the Different Steps in an i-Vector Based Speaker Verification System. 18th Iberoamerican Congress, CIARP 2013, Nov 2013, La Havanne, Cuba. ⟨hal-01313262⟩

Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linares, Driss Matrouf. LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question. MediaEval, Oct 2013, Barcelone, Spain. ⟨hal-01318659⟩

Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linares, Driss Matrouf. LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach. MediaEval, Oct 2013, Barcelone, Spain. ⟨hal-01318668⟩

Mohamed Bouallegue, Emmanuel Ferreira, Driss Matrouf, Georges Linarès, Maria Goudi, et al.. Acoustic modeling for under-resourced languages based on vectorial HMM-states representation using Subspace Gaussian Mixture Models. IEEE Spoken Language Technology Workshop (SLT), Dec 2012, Miami, United States. ⟨10.1109/SLT.2012.6424245⟩. ⟨hal-01313103⟩

A. Sarkar, Jean-François Bonastre, Driss Matrouf. SPEAKER VERIFICATION USING M-VECTOR EXTRACTED FROM MLLR SUPER-VECTOR. EUSIPCO 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. ⟨hal-01320317⟩

Anthony Larcher, Pierre-Michel Bousquet, Kong Aik Lee, Driss Matrouf, Haizhou Li, et al.. I-VECTORS IN THE CONTEXT OF PHONETICALLY-CONSTRAINED SHORT UTTERANCES FOR SPEAKER VERIFICATION. IEEE International Conference on Acoustic Speech and Signal Processing, Mar 2012, Kyoto, Japan. ⟨hal-01927733⟩

Pierre-Michel Bousquet, Anthony Larcher, Driss Matrouf, Jean-François Bonastre, Oldřich Plchot. Variance-Spectra based Normalization for I-vector Standard and Probabilistic Linear Discriminant Analysis. Speaker Odyssey, Jun 2012, Singapour, Singapore. ⟨hal-01927751⟩

Chris Mccool, Sébastien Marcel, Abdenour Hadid, Matti Pietikainen, Pavel Matějka, et al.. Bi-Modal Person Recognition on a Mobile Phone: using mobile phone data. IEEE International Conference on Multimedia and Expo (ICME), Jul 2012, Melbourne, Australia. ⟨10.1109/ICMEW.2012.116⟩. ⟨hal-01927787⟩

Anthony Larcher, Pierre-Michel Bousquet, Driss Matrouf, Jean-François Bonastre. Analyse en Composantes Principales pour l'extraction des i-vecteurs en vérification du locuteur. Journées d'Étude sur la Parole (JEP), Jun 2012, Grenoble, France. ⟨hal-01927796⟩

Mohamed Bouallegue, Mickael Rouvier, Driss Matrouf, Georges Linarès. Subspace Gaussian Mixture Models Based on Noise Compensation for Speech Recognition. Interspeech 2012, 2012, Unknown, Unknown Region. ⟨hal-01433477⟩

Pierre-Michel Bousquet, Driss Matrouf, Jean-François Bonastre. Intersession compensation and scoring methods in the i-vectors space for speaker recognition. Interspeech, Oct 2011, Florence, Italy. ⟨hal-01313266⟩

Mohamed Bouallegue, Driss Matrouf, Georges Linares. A simplified Subspace Gaussian Mixture to compact acoustic models for speech recognition. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , May 2011, Prague, Czech Republic. ⟨10.1109/ICASSP.2011.5947453⟩. ⟨hal-01313109⟩

Jean-François Bonastre, Pierre-Michel Bousquet, Driss Matrouf. Discriminant binary data representation for speaker recognition. International Conference on Acoustics, Speech and Signal Processing (ICASSP) , May 2011, Prague, Czech Republic. ⟨10.1109/ICASSP.2011.5947550⟩. ⟨hal-01317599⟩

Mohamed Bouallegue, Driss Matrouf, Mickael Rouvier, Georges Linarès. Subspace Gaussian Mixture Models for vectorial HMM-states representation. IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), Dec 2011, Waikoloa, United States. ⟨10.1109/ASRU.2011.6163984⟩. ⟨hal-01318611⟩

Mickael Rouvier, Georges Linarès, Driss Matrouf. On-the-fly video genre classification by combination of audio features. IEEE International Conference on Acoustics, Speech and Signal Processing , Mar 2010, Dallas, United States. ⟨10.1109/ICASSP.2010.5496233⟩. ⟨hal-01320222⟩

Pavel Tomasek, Corinne Fredouille, Driss Matrouf. Factor analysis-based approaches applied to the speaker diarization task of meetings: a preliminary study. IEEE Odyssey - The Speaker and Language Recognition Workshop, Jul 2010, Brno, Czech Republic. ⟨hal-01321132⟩

Florian Verdet, Driss Matrouf, Jean-François Bonastre, Jean Hennebert. Coping with Two Different Transmission Channels in Language Recognition. IEEE Odyssey - The Speaker and Language Recognition Workshop, Jul 2010, Brno, Czech Republic. ⟨hal-01321165⟩

Florian Verdet, Driss Matrouf, Jean-François Bonastre, Jean Hennebert. Channel Detectors for System Fusion in the Context of NIST LRE 2009. INTERSPEECH, Sep 2010, Makuhari, Japan. ⟨hal-01321176⟩

A. 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, Sep 2010, Portland, United States. ⟨hal-01320313⟩

Gabriel H. Sierra, Jean-François Bonastre, Driss Matrouf, José Ramon Calvo. Topological representation of speech for speaker recognition. INTERSPEECH, Sep 2010, Makuhari, Japan. ⟨hal-01320360⟩

Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre. LIA NIST-SRE'10 systems. NIST-SRE’10, Jun 2010, Brno, Czech Republic. ⟨hal-01317704⟩

Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre. Decoupling session variability modelling and speaker characterisation. INTERSPEECH, Sep 2010, Makuhari, Japan. ⟨hal-01317698⟩

Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre. Reconnaissance automatique du locuteur embarquée dans un téléphone portable. JEP, May 2010, Mons, Belgique. ⟨hal-01317705⟩

Sébastien Marcel, Chris Mccool, Pavel Matějka, Timo Ahonen, Jaň Cernock´, et al.. Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. ICPR 2010 Contests, Aug 2010, Istanbul, Turkey. ⟨10.1007/978-3-642-17711-8_22⟩. ⟨hal-01318429⟩

Rafael Fernández, Jean-François Bonastre, Driss Matrouf, José Ramon Calvo. Feature Selection Based on Information Theory for Speaker Verification. 14th Iberoamerican Conference on Pattern Recognition, CIARP, Nov 2009, Guadalajara, Mexico. ⟨10.1007/978-3-642-10268-4_36⟩. ⟨hal-01315511⟩

Mickael Rouvier, Georges Linarès, Driss Matrouf. Robust Audio-based Classification of Video Genre. INTERSPEECH, Sep 2009, Brighton, United Kingdom. ⟨hal-01320224⟩

Mickael Rouvier, Driss Matrouf, Georges Linarès. Factor Analysis for Audio-based Video Genre Classification. INTERSPEECH, Sep 2009, Brighton, United Kingdom. ⟨hal-01320228⟩

Florian Verdet, Driss Matrouf, Jean-François Bonastre, Jean Hennebert. Factor Analysis and SVM for Language Recognition. INTERSPEECH, Sep 2009, Brighton, United Kingdom. ⟨hal-01321172⟩

Loic Barrault, Driss Matrouf, Renato de Mori, Georges Linarès. Combinaison de différents jeux de param etres acoustiques pour la reconnaissance de la parole. Les Journées d’Etude sur la Parole (JEP), Jun 2008, Avignon, France. ⟨hal-01312834⟩

Salah Eddine Mezaache, Jean-François Bonastre, Driss Matrouf. Analysis of impostor tests with high scores in NIST-SRE context. INTERSPEECH, Sep 2008, Brisbane, Australia. ⟨hal-01320321⟩

Mitchell Mclaren, Driss Matrouf, Robbie Vogt, Jean-François Bonastre. Combining Continuous Progressive Model Adaptation and Factor Analysis for Speaker Verification. INTERSPEECH, Sep 2008, Brisbane, Australia. ⟨hal-01318540⟩

Driss Matrouf, Jean-François Bonastre, Salah Eddine Mezaache. Factor Analysis Multi-Session Training Constraint in Session Compensation for Speaker Verification. INTERSPEECH, Sep 2008, Brisbane Australia. ⟨hal-01318459⟩

Loïc Barrault, Driss Matrouf, Georges Linarès. Combinaison de differents jeux de paramètres acoustiques pour la reconnaissance automatique de la parole. Journées d'Études sur la Parole (JEP'08), 2008, Avignon, France. ⟨hal-01434057⟩

Loïc Barrault, Christophe Servan, Driss Matrouf, Georges Linarès, Renato de Mori. Frame-Based Acoustic Feature Integration for Speech Understanding. IEEE International Conference on Acoustics, Speech and Signal Processing, 2008. ICASSP 2008., Mar 2008, Las Vegas, NV,, United States. pp.4997-5000, ⟨10.1109/ICASSP.2008.4518780⟩. ⟨hal-00424663⟩

Jean-François Bonastre, Nicolas Scheffer, Driss Matrouf, Corinne Fredouille, Anthony Larcher, et al.. ALIZE/SpkDet: a state-of-the-art open source software for speaker recognition. Odyssey 2008: The Speaker and Language Recognition Workshop, Jan 2008, Stellenbosch, South Africa. ⟨hal-01312982⟩

Alexandre Preti, Jean-François Bonastre, Driss Matrouf, Francois Capman, Bertrand Ravera. Confidence measure based unsupervised target model adaptation for speaker verification. Interspeech, 2007, Antwerp, Belgium. ⟨hal-01311585⟩

Georges Linarès, Pascal Nocera, D Massonié, Driss Matrouf. The LIA Speech Recognition System: From 10xRT to 1xRT. 10th International Conference, TSD , Sep 2007, Pilsen, Czech Republic. ⟨hal-01318280⟩

Driss Matrouf, Nicolas Scheffer, Benoit Fauve, Jean-François Bonastre. A Straightforward and Efficient Implementation of the Factor Analysis Model for Speaker Verification. INTERSPEECH, Aug 2007, Anvers, Belgium. ⟨hal-01318480⟩

Georges Linarès, Pascal Nocera, D Massonié, Driss Matrouf. The LIA Speech Recognition System: From 10xRT to 1xRT. 10th International Conference, TSD, Sep 2007, Pilsen, Czech Republic. ⟨hal-01318314⟩

Jean-François Bonastre, Driss Matrouf, Corinne Fredouille. Artificial impostor voice transformation effects on false acceptance rates. Interspeech, 2007, Antwerp, Belgium. ⟨hal-02157147⟩

Jean-François Bonastre, Driss Matrouf, Corinne Fredouille. AUGMENTATION DU TAUX DE FAUSSE ACCEPTATION PAR TRANSFORMATION INAUDIBLE DE LA VOIX DES IMPOSTEURS. Les Journées d’Etude sur la Parole (JEP), Jun 2006, Dinard, France. ⟨hal-01312955⟩

Jean-François Bonastre, Driss Matrouf, Corinne Fredouille. Transfer Function-Based Voice Transformation for Speaker Recognition. The Speaker and Language Recognition Workshop 2006 IEEE Odyssey -, Jun 2006, San Juan, Puerto Rico. ⟨10.1109/ODYSSEY.2006.248128⟩. ⟨hal-01312979⟩

Driss Matrouf, Jean-François Bonastre, Corinne Fredouille. Effect of Speech Transformation on Impostor Acceptance. IEEE International Conference on Acoustics, Speech and Signal Processing, May 2006, Toulouse, France. ⟨10.1109/ICASSP.2006.1660175⟩. ⟨hal-01318472⟩

Loïc Barrault, Driss Matrouf, Renato de Mori, Roberto Gemello, Franco Mana. Characterizing Feature Variability in Automatic Speech Recognition Systems. International Conference on Acoustics, Speech and Language Processing, May 2006, Toulouse, France. pp.1029-1032. ⟨hal-00433095⟩

Driss Matrouf, Loïc Barrault, Renato de Mori. A General Method for Combining Acoustic Features in an Automatic Speech Recognition System. ITRW on Speech Recognition and Intrinsic Variation, May 2006, Toulouse, France. pp.N/A. ⟨hal-00433108⟩

Loïc Barrault, Driss Matrouf, Renato de Mori, Roberto Gemello, Franco Mana. Dynamic Selection of Acoustic Features in an Automatic Speech Recognition System. European Signal Processing Conference, EUSIPCO'06, Sep 2006, Italy. pp.N/A. ⟨hal-00433098⟩

Georges Linares, Pascal Nocera, Driss Matrouf, F Béchet, D Massonié, et al.. Le système de transcription du LIA pour ESTER-2005. ESTER 2005, Mar 2005, Avignon, France. ⟨hal-01318289⟩

Loïc Barrault, Renato de Mori, Roberto Gemello, Franco Mana, Driss Matrouf. Variability of Automatic Speech Recognition Systems Using Different Features. European Conference on Speech Communication and Technology, Interspeech'05, Sep 2005, Lisbon, Portugal. pp.2CP2a-5. ⟨hal-00433101⟩

Corinne Fredouille, Driss Matrouf, Georges Linarès, Pascal Nocera. Segmentation en macro-classes acoustiques d'émissions radiophoniques dans le cadre d'ESTER. Journée d'Etudes sur la Parole, JEP 04, Avril 2004, Apr 2004, Fès, Maroc. ⟨hal-00477753⟩

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. IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '03, Apr 2003, Hong-Kong, China. ⟨10.1109/ICASSP.2003.1202309⟩. ⟨hal-01312867⟩

Driss Matrouf, Olivier Bellot, Pascal Nocera, Georges Linares, Jean-François Bonastre. A Posteriori and a Priori Transformations for Speaker Adaptation in Large Vocabulary Speech Recognition Systems. EUROSPEECH 2001 Scandinavia, 7th European Conference on Speech Communication and Technology, 2nd INTERSPEECH Event, Sep 2001, Aalborg, Denmark. ⟨hal-01318489⟩

Driss Matrouf, Jean-François Bonastre. Session Effects on Speaker modelling. Encyclopedia of Biometrics, 2015. ⟨hal-01318453⟩

Nicolas Audibert, Anthony Larcher, Christophe Lévy, Juliette Kahn, Solange Rossato, et al.. LIA human-based system description for NIST HASR 2010. 2010. ⟨hal-01317695⟩

Mohammad Mohammadamini, Driss Matrouf. Data augmentation versus noise compensation for x- vector speaker recognition systems in noisy environments. 2020. ⟨hal-02882342⟩

Georges Linarès, Benjamin Lecouteux, Driss Matrouf, Pascal Nocera. Phone duration models for fast broadcast news transcriptions. [Research Report] UAPV. 2006. ⟨hal-01631340⟩