Driss matrouf
Publications
Publications
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RoboVox: A Single/Multi-channel Far-field Speaker Recognition Benchmark for a Mobile RobotLREC_COLING, ELRA, May 2024, Turino, Italy |
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Hiding Speaker’s Sex in Speech Using Zero-Evidence Speaker Representation in an Analysis/Synthesis PipelineICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10096749⟩ |
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Faire le pont entre l'observation et la preuve : Application au respect de la vie privéeJournées d’Etudes sur la Parole - JEP2022, Jun 2022, Île de Noirmoutier, France |
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A bridge between features and evidence for binary attribute-driven perfect privacyICASSP 2022, May 2022, Singapore, Singapore |
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Barlow Twins self-supervised learning for robust speaker recognitionInterspeech 2022 - Human and Humanizing Speech Technology, Sep 2022, Incheon, South Korea. ⟨10.21437/Interspeech.2022-11301⟩ |
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How to Leverage DNN-based speech enhancement for multi-channel speaker verification?4th International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2022), Oct 2022, Corfu, Greece |
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A Comprehensive Exploration of Noise Robustness and Noise Compensation in ResNet and TDNN-based Speaker Recognition SystemsEUSIPCO 2022 - 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia |
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Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy PreservationInterspeech 2021, Aug 2021, Brno, Czech Republic |
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Data augmentation versus noise compensation for x- vector speaker recognition systems in noisy environmentsEUSIPCO, Jan 2021, Amsterdam, Netherlands |
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Denoising x-vectors for Robust Speaker RecognitionOdyssey 2020 The Speaker and Language Recognition Workshop, Nov 2020, Tokyo, Japan. pp.75-80, ⟨10.21437/Odyssey.2020-11⟩ |
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Speech Pseudonymisation Assessment Using Voice Similarity MatricesInterspeech 2020, Oct 2020, Shanghai, China |
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Sonorous cartography for sighted and blind peopleAGILE’2016 - 19th AGILE International Conference on Geographic Information Science, Jun 2016, Helsinki, Finland |
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ADDITIVE NOISE COMPENSATION IN THE I-VECTOR SPACE FOR SPEAKER RECOGNITIONICASSP, 2015, South Brisbane, Australia |
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A Comparison of Normalization Techniques Applied to Latent Space Representations for Speech AnalyticsInterspeech 2015, Sep 2015, Dresden, Germany |
Audio-Based Video Genre IdentificationTASLP 2015 Transactions on Audio Speech and Language, 2015, Piscataway, United States. ⟨10.1109/TASLP.2014.2387411⟩ |
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Integration of word and semantic features for theme identification in telephone conversations6th International Workshop on Spoken Dialog Systems (IWSDS 2015), 2015, Busan, South Korea |
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Subspace Gaussian Mixture Models for Dialogues ClassificationInterspeech, May 2014, Singapore, Singapore |
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Factor Analysis based Semantic Variability Compensation for Automatic Conversation RepresentationInterspeech, May 2014, Singapore, Singapore |
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I-vector based Representation of Highly Imperfect Automatic TranscriptionsINTERSPEECH, May 2014, Singapore, Singapore |
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Exploring some limits of Gaussian PLDA modeling for i-vector distributionsOdyssey: The Speaker and Language Recognition Workshop, 2014, Joensuu, Finland |
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An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documentsthe 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP),, Oct 2014, Doha, Qatar. ⟨10.3115/v1/D14-1051⟩ |
LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion QuestionMediaEval, Oct 2013, Barcelone, Spain |
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Identify the Benefits of the Different Steps in an i-Vector Based Speaker Verification System18th Iberoamerican Congress, CIARP 2013, Nov 2013, La Havanne, Cuba |
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LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic ApproachMediaEval, Oct 2013, Barcelone, Spain |
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LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based ApproachMediaEval, Oct 2013, Barcelone, Spain |
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Acoustic modeling for under-resourced languages based on vectorial HMM-states representation using Subspace Gaussian Mixture ModelsIEEE Spoken Language Technology Workshop (SLT), Dec 2012, Miami, United States. ⟨10.1109/SLT.2012.6424245⟩ |
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I-VECTORS IN THE CONTEXT OF PHONETICALLY-CONSTRAINED SHORT UTTERANCES FOR SPEAKER VERIFICATIONIEEE International Conference on Acoustic Speech and Signal Processing, Mar 2012, Kyoto, Japan |
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Analyse en Composantes Principales pour l'extraction des i-vecteurs en vérification du locuteurJournées d'Étude sur la Parole (JEP), Jun 2012, Grenoble, France |
SPEAKER VERIFICATION USING M-VECTOR EXTRACTED FROM MLLR SUPER-VECTOREUSIPCO 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania |
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Variance-Spectra based Normalization for I-vector Standard and Probabilistic Linear Discriminant AnalysisSpeaker Odyssey, Jun 2012, Singapour, Singapore |
Subspace Gaussian Mixture Models Based on Noise Compensation for Speech RecognitionInterspeech 2012, 2012, Unknown, Unknown Region |
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Bi-Modal Person Recognition on a Mobile Phone: using mobile phone dataIEEE International Conference on Multimedia and Expo (ICME), Jul 2012, Melbourne, Australia. ⟨10.1109/ICMEW.2012.116⟩ |
Subspace Gaussian Mixture Models for vectorial HMM-states representationIEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), Dec 2011, Waikoloa, United States. ⟨10.1109/ASRU.2011.6163984⟩ |
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Discriminant binary data representation for speaker recognitionInternational Conference on Acoustics, Speech and Signal Processing (ICASSP) , May 2011, Prague, Czech Republic. ⟨10.1109/ICASSP.2011.5947550⟩ |
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Intersession compensation and scoring methods in the i-vectors space for speaker recognitionInterspeech, Oct 2011, Florence, Italy |
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A simplified Subspace Gaussian Mixture to compact acoustic models for speech recognitionIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , May 2011, Prague, Czech Republic. ⟨10.1109/ICASSP.2011.5947453⟩ |
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Study of the Effect of I-vector Modeling on Short and Mismatch Utterance Duration for Speaker VerificationINTERSPEECH, Sep 2010, Portland, United States |
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Channel Detectors for System Fusion in the Context of NIST LRE 2009INTERSPEECH, Sep 2010, Makuhari, Japan |
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Topological representation of speech for speaker recognitionINTERSPEECH, Sep 2010, Makuhari, Japan |
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Mobile Biometry (MOBIO) Face and Speaker Verification EvaluationICPR 2010 Contests, Aug 2010, Istanbul, Turkey. ⟨10.1007/978-3-642-17711-8_22⟩ |
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LIA NIST-SRE'10 systemsNIST-SRE’10, Jun 2010, Brno, Czech Republic |
On-the-fly video genre classification by combination of audio featuresIEEE International Conference on Acoustics, Speech and Signal Processing , Mar 2010, Dallas, United States. ⟨10.1109/ICASSP.2010.5496233⟩ |
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Reconnaissance automatique du locuteur embarquée dans un téléphone portableJEP, May 2010, Mons, Belgique |
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Decoupling session variability modelling and speaker characterisationINTERSPEECH, Sep 2010, Makuhari, Japan |
Coping with Two Different Transmission Channels in Language RecognitionIEEE Odyssey - The Speaker and Language Recognition Workshop, Jul 2010, Brno, Czech Republic |
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Factor analysis-based approaches applied to the speaker diarization task of meetings: a preliminary studyIEEE Odyssey - The Speaker and Language Recognition Workshop, Jul 2010, Brno, Czech Republic |
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Factor Analysis for Audio-based Video Genre ClassificationINTERSPEECH, Sep 2009, Brighton, United Kingdom |
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Feature Selection Based on Information Theory for Speaker Verification14th Iberoamerican Conference on Pattern Recognition, CIARP, Nov 2009, Guadalajara, Mexico. ⟨10.1007/978-3-642-10268-4_36⟩ |
Robust Audio-based Classification of Video GenreINTERSPEECH, Sep 2009, Brighton, United Kingdom |
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Factor Analysis and SVM for Language RecognitionINTERSPEECH, Sep 2009, Brighton, United Kingdom |
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ALIZE/SpkDet: a state-of-the-art open source software for speaker recognitionOdyssey 2008: The Speaker and Language Recognition Workshop, Jan 2008, Stellenbosch, South Africa |
Analysis of impostor tests with high scores in NIST-SRE contextINTERSPEECH, Sep 2008, Brisbane, Australia |
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Combinaison de differents jeux de paramètres acoustiques pour la reconnaissance automatique de la paroleJournées d'Études sur la Parole (JEP'08), 2008, Avignon, France |
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Frame-Based Acoustic Feature Integration for Speech UnderstandingIEEE 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⟩ |
Combining Continuous Progressive Model Adaptation and Factor Analysis for Speaker VerificationINTERSPEECH, Sep 2008, Brisbane, Australia |
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Combinaison de différents jeux de param etres acoustiques pour la reconnaissance de la paroleLes Journées d’Etude sur la Parole (JEP), Jun 2008, Avignon, France |
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Factor Analysis Multi-Session Training Constraint in Session Compensation for Speaker VerificationINTERSPEECH, Sep 2008, Brisbane Australia |
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Confidence measure based unsupervised target model adaptation for speaker verificationInterspeech, 2007, Antwerp, Belgium |
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A Straightforward and Efficient Implementation of the Factor Analysis Model for Speaker VerificationINTERSPEECH, Aug 2007, Anvers, Belgium |
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The LIA Speech Recognition System: From 10xRT to 1xRT10th International Conference, TSD, Sep 2007, Pilsen, Czech Republic |
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Artificial impostor voice transformation effects on false acceptance ratesInterspeech, 2007, Antwerp, Belgium |
Effect of Speech Transformation on Impostor AcceptanceIEEE International Conference on Acoustics, Speech and Signal Processing, May 2006, Toulouse, France. ⟨10.1109/ICASSP.2006.1660175⟩ |
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A General Method for Combining Acoustic Features in an Automatic Speech Recognition SystemITRW on Speech Recognition and Intrinsic Variation, May 2006, Toulouse, France. pp.N/A |
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Characterizing Feature Variability in Automatic Speech Recognition SystemsInternational Conference on Acoustics, Speech and Language Processing, May 2006, Toulouse, France. pp.1029-1032 |
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Dynamic Selection of Acoustic Features in an Automatic Speech Recognition SystemEuropean Signal Processing Conference, EUSIPCO'06, Sep 2006, Italy. pp.N/A |
Transfer Function-Based Voice Transformation for Speaker RecognitionThe Speaker and Language Recognition Workshop 2006 IEEE Odyssey -, Jun 2006, San Juan, Puerto Rico. ⟨10.1109/ODYSSEY.2006.248128⟩ |
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AUGMENTATION DU TAUX DE FAUSSE ACCEPTATION PAR TRANSFORMATION INAUDIBLE DE LA VOIX DES IMPOSTEURSLes Journées d’Etude sur la Parole (JEP), Jun 2006, Dinard, France |
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Variability of Automatic Speech Recognition Systems Using Different FeaturesEuropean Conference on Speech Communication and Technology, Interspeech'05, Sep 2005, Lisbon, Portugal. pp.2CP2a-5 |
Le système de transcription du LIA pour ESTER-2005ESTER 2005, Mar 2005, Avignon, France |
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Segmentation en macro-classes acoustiques d'émissions radiophoniques dans le cadre d'ESTERJournée d'Etudes sur la Parole, JEP 04, Avril 2004, Apr 2004, Fès, Maroc |
Structural speaker adaptation using maximum a posteriori approach and a Gaussian distributions merging techniqueIEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '03, Apr 2003, Hong-Kong, China. ⟨10.1109/ICASSP.2003.1202309⟩ |
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A Posteriori and a Priori Transformations for Speaker Adaptation in Large Vocabulary Speech Recognition SystemsEUROSPEECH 2001 Scandinavia, 7th European Conference on Speech Communication and Technology, 2nd INTERSPEECH Event, Sep 2001, Aalborg, Denmark |
Session Effects on Speaker modellingEncyclopedia of Biometrics, 2015 |
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LIA human-based system description for NIST HASR 20102010 |
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The distribution of calibrated likelihood functions on the probability-likelihood Aitchison simplex2025 |
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Learning linguistic content embeddings for phrase and language independent utterance verification2024 |
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Phone duration models for fast broadcast news transcriptions[Research Report] UAPV. 2006 |