Jean-Luc Rouas
Présentation
Jean-Luc Rouas obtained his PhD degree from Université Paul Sabatier in Toulouse, France, in 2005. He then worked as a research associate at the French National Institute for Transports and Safety Research (INRETS) in Villeneuve d'Ascq (Northern France) in 2005-2006 and 2007-2008, and at the Spoken Language Systems Lab (L2F) in Lisbon, Portugal (2006). He has been a CNRS Researcher since 2008. He first joined the LIMSI (Orsay) and now is at LaBRI (Bordeaux). His PhD thesis is about automatic language identification using prosodic cues. His work interests range from audio events detection (as for security purposes during one of his post-doctoral positions) to speaking styles characterisation, singing voice and musical information retrieval. --- Après l'obtention de son doctorat en informatique de l’université Paul Sabatier (Toulouse 3) en mars 2005, Jean-Luc Rouas a été post-doctorant à l’Institut de Recherche sur les Transports et leur Sécurité à Villeneuve d’Ascq (2005-2006 et 2007-2008) ainsi qu'au Laboratoire de Traitement de la Parole (L2F) à Lisbonne (2006). Il est Chargé de Recherches au CNRS depuis le 01/10/2008, affecté de 2008 à 2010 au LIMSI (Orsay) et depuis 2010 au LaBRI. Jean-Luc Rouas a effectué sa thèse sur la problématique de l’identification automatique des langues en utilisant des indices prosodiques. Il a depuis effectué des séjours post-doctoraux à l’Institut de Recherche sur les Transports et leur Sécurité (INRETS) au sein du Laboratoire Electronique, Ondes et Signaux pour les Transports (LEOST), cadre dans lequel il a travaillé sur la détection de sons clés dans les environnements de transport, et au Laboratoire de Traitement de la Parole (L2F) à Lisbonne, Portugal, où il a continué ses travaux sur l’identification des langues et des dialectes. Au LIMSI, il a également travaillé sur la caractérisation des styles de paroles. Depuis son affectation au Labri, il s'intéresse au traitement automatique de la voix chantée ainsi qu'à la recherche d'information musicales.
Publications
Publications
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SOMVOICE: A First Dataset to Study the Effects of Sleep Deprivation on Voice Characteristics of Healthy French SpeakersLREC 2026 - 15th Language Resources and Evaluation Conference, May 2026, Palma De Majorque, France |
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Medispeech: a French Reading and Spontaneous Speech Corpus for Sleepiness EstimationLREC2026 - 15th Language Resources and Evaluation Conference, May 2026, Palma De Majorque, Spain |
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Structured pruning for efficient systolic array accelerated cascade Speech-to-Text TranslationInterspeech, Aug 2025, Rotterdam, Netherlands |
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Systolic Arrays and Structured Pruning Co-design for Efficient Transformers in Edge SystemsGLSVLSI '25: Great Lakes Symposium on VLSI 2025, Apr 2025, New Orleans LA USA, United States. pp.320-327, ⟨10.1145/3716368.3735158⟩ |
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Network of acoustic characteristics for the automatic detection of suicide risk from speech. Contribution to the 2025 SpeechWellness challenge by the Semawave teamInterspeech 2025, Aug 2025, Rotterdam (NL), Netherlands. pp.424-428, ⟨10.21437/Interspeech.2025-599⟩ |
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Automatic Detection Of Sleepiness-Related Syndromes and Symptoms Using Voice and Speech Biomarkers2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024), Apr 2024, Seoul, South Korea. pp.10596-10600, ⟨10.1109/ICASSP48485.2024.10446025⟩ |
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Towards Green AI: Assessing the Robustness of Conformer and Transformer Models Under Compression2024 32nd European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. pp.336-340, ⟨10.23919/EUSIPCO63174.2024.10715470⟩ |
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Conditioning LLMs with Emotion in Neural Machine Translation21st International Conference on Spoken Language Translation (IWSLT 2024), Aug 2024, Bangkok, Thailand, Thailand |
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Is automatic phoneme recognition suitable for speech analysis? Temporal and performance evaluation of an Automatic Speech Recognition model in spontaneous FrenchSpeech Prosody 2024, Jul 2024, Leiden, Netherlands. pp.1120-1124, ⟨10.21437/SpeechProsody.2024-226⟩ |
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Détection automatique des schwas en français. Application à la détection des troubles du sommeilJEP-TALN-RECITAL 2024 [35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024)], Jul 2024, Toulouse, France. pp.312-321 |
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Étude de la qualité vocale dans la parole professionnelle des aides-soignants françaisJEP-TALN-RECITAL 2024 [35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024)], Jul 2024, Toulouse, France. pp.51-60 |
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La reconnaissance automatique de phonèmes est-elle réellement adaptée pour l’analyse de la parole spontanée ?JEP-TALN-RECITAL 2024 [35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024)], Jul 2024, Toulouse, France. pp.431-440 |
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Comment l'oreille humaine perçoit-elle la somnolence dans la parole ? Une analyse rétrospective d'études perceptuelles.35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.23-32 |
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Why Voice Biomarkers of Psychiatric Disorders are not used in Clinical Practice? Deconstructing the Myth of the Need for Objective Diagnoses2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), May 2024, Turin (Italie), Italy |
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Estimating Symptoms and Clinical Signs Instead of Disorders: The Path Toward The Clinical Use of Voice and Speech Biomarkers In PsychiatryICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.10606-10610, ⟨10.1109/ICASSP48485.2024.10445888⟩ |
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How does human hearing estimates sleepiness from speech?Speech Prosody 2024, Jul 2024, Leiden, Netherlands. pp.160-164, ⟨10.21437/SpeechProsody.2024-33⟩ |
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Usefulness of Emotional Prosody in Neural Machine TranslationSpeech Prosody 2024, Jul 2024, Leiden, Netherlands. pp.1230-1234, ⟨10.21437/SpeechProsody.2024-248⟩ |
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Automatic detection of schwa in French hypersomniac patientsJournée Santé et IA [Evènement affilié à PFIA'23], Jul 2023, Strasbourg, France |
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Physiological vs. Subjective sleepiness: what can human hearing estimate better?ICPhS 2023 - 20th International Congress of Phonetic Sciences, Aug 2023, Prague, Czech Republic. pp.196-200 |
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Prediction of sleepiness ratings from voice by man and machine" : the Endymion replication perceptual studyICPhS 2023 - 20th International Congress of Phonetic Sciences, Aug 2023, Prague, Czech Republic. pp.201-205 |
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A study on caregivers speech in retirement homesICPhS 2023 - 20th International Congress of Phonetic Sciences, Aug 2023, Prague, Czech Republic. pp.2303-2308 |
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“Prediction of Sleepiness Ratings from Voice by Man and Machine”: A Perceptual Experiment Replication StudyICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Ixia-Ialyssos, Greece. ⟨10.1109/ICASSP49357.2023.10096193⟩ |
Quel est l'impact de la somnolence sur le comportement phonologique de patients hypersomnolents ?Congrès du Sommeil, Oct 2023, Lille, France |
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Affective attributes of French caregivers' professional speechINTERSPEECH 2023, Aug 2023, Dublin, Ireland. pp.1239-1243, ⟨10.21437/interspeech.2023-848⟩ |
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Est-il possible d'annoter la naturalité des pauses lors de la lecture d'un texte à haute voix ?Journées d'Étude de la Parole - JEP 2022, Jun 2022, Noirmoutier, France |
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Fine-grained analysis of the transformer model for efficient pruning2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), Dec 2022, Nassau, Bahamas. pp.897-902, ⟨10.1109/ICMLA55696.2022.00149⟩ |
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Speech Emotion Recognition using Time-frequency Random Circular Shift and Deep Neural NetworksSpeech Prosody 2022, May 2022, Lisbon (Portugal), Portugal. pp.585--589, ⟨10.21437/SpeechProsody.2022-119⟩ |
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Transformer Model Compression for End-to-End Speech Recognition on Mobile Devices2022 30th European Signal Processing Conference (EUSIPCO), Aug 2022, Belgrade, Serbia |
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Does sleepiness influence reading pauses in hypersomniac patients?Speech Prosody 2022, May 2022, Lisbonne, Portugal. pp.62-66, ⟨10.21437/SpeechProsody.2022-13⟩ |
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Automatic Speech Recognition systems errors for objective sleepiness detection through voiceInterspeech 2021, Aug 2021, Brno (virtual), Czech Republic. pp.2476-2480, ⟨10.21437/Interspeech.2021-291⟩ |
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Automatic Speech Recognition systems errors for accident-prone sleepiness detection through voiceEUSIPCO 2021, Aug 2021, Dublin (en ligne), Ireland. ⟨10.23919/EUSIPCO54536.2021.9616299⟩ |
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Étude des erreurs de transcription automatique pour la détection de la somnolence à long terme de patients hypersomniaques9e Journées de Phonétique Clinique (JPC 2021), 2021, Toulouse, France |
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Using reading mistakes as features for sleepiness detection in speech10th International Conference on Speech Prosody 2020, May 2020, Tokyo, Japan. pp.985-989 |
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Détection de la somnolence objective dans la voix6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 1 : Journées d'Études sur la Parole, 2020, Nancy, France. pp.406-414 |
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Détection de la somnolence par estimation d'erreurs de lecture6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 1 : Journées d'Études sur la Parole, 2020, Nancy, France. pp.397-405 |
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The Objective and Subjective Sleepiness Voice Corpora12th Language Resources and Evaluation Conference (LREC 2020), May 2020, Marseille, France. pp.6525-6533 |
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Categorisation of spoken social affects in Japanese: human vs. machine19th International Congress of Phonetic Sciences, Aug 2019, Melbourne, Australia |
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Sleepiness detection on read speech using simple features10th Conference on Speech Technology and Human-Computer Dialogue - SpeD 2019, Oct 2019, Timisoara, Romania. ⟨10.1109/SPED.2019.8906577⟩ |
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Cultural Differences in Pattern Matching: Multisensory Recognition of Socio-affective ProsodyInterspeech 2018, Sep 2018, Hyderabad, India. ⟨10.21437/interspeech.2018-1795⟩ |
Perceptual and acoustic correlates of spontaneous vs. social laughterProc. 1st International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots, Aug 2017, Skovde, Sweden |
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Cultural differences in pattern matching: multisensory recognition of socio-affective prosodyInternational Congress of Psychology (ICP), Jul 2016, Yokohama, Japan |
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Perception of prosodic transformation for Japanese social affectsSpeech Prosody, May 2016, Boston, United States. pp.989 - 993, ⟨10.21437/SpeechProsody.2016-203⟩ |
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Automatic Classification of Phonation Modes in Singing Voice: Towards Singing Style Characterisation and Application to Ethnomusicological Recordingsinterspeech, Sep 2016, San francisco, United States. pp.150 - 154, ⟨10.21437/Interspeech.2016-1135⟩ |
Classifying instruments with timbral features: application to ethnomusicological recordings5th International Workshop on Folk Music Analysis, 2015, Paris, Unknown Region |
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Facial Action Units Intensity Estimation by the Fusion of Features with Multi-kernel Support Vector Machine11th IEEE International Conference on Automatic Face and Gesture Recognition Conference and Workshops, Michel Valstar, Jeff Cohn, Lijun Jin, Gary McKeown, Marc Méhu, and Maja Pantic, May 2015, Ljubljana, Slovenia |
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Facial Action Units Intensity Estimation by the Fusion of Features with Multi-kernel Support Vector Machine11th IEEE International Conference on Automatic Face and Gesture Recognition, Michel Valstar, Jeff Cohn, Lijun Jin, Gary McKeown, Marc Méhu, and Maja Pantic, May 2015, Ljubljana, Slovenia. pp.1-6, ⟨10.1109/FG.2015.7284870⟩ |
Perceptual Evaluation of Spoken Japanese Attitudes18th International Congress of Phonetic Science, Aug 2015, Glasgow, United Kingdom |
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Multilabel Classification of Non-Verbal Communication of Emotions8th International Workshop on Machine Learning and Music, 2015, Vancouver, Canada |
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Synthetic Evidential Study as Augmented Collective Thought Process − Preliminary ReportAsian Conference on Intelligent Information and Database Systems (ACIIDS), Mar 2015, Bali, Indonesia. pp.13-22, ⟨10.1007/978-3-319-15702-3_2⟩ |
The Mex-Culture Multimedia platform: Preservation and dissemination of the Mexican Culture2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI), Jun 2015, Prague, Czech Republic. pp.1-6, ⟨10.1109/CBMI.2015.7153624⟩ |
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Analyse prosodique des affects sociaux dans l'interaction face à face en japonaisXXXèmes Journées d'études sur la parole, Jun 2014, Le Mans, France |
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Caractérisation et classification automatique des modes phonatoires en voix chantéeXXXèmes Journées d'études sur la parole, Jun 2014, Le Mans, France |
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AUTOMATIC TIMBRE CLASSIFICATION OF ETHNOMUSICOLOGICAL AUDIO RECORDINGSInternational Society for Music Information Retrieval Conference (ISMIR 2014), Oct 2014, Taipei, Taiwan |
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Going ba-na-nas: Prosodic analysis of spoken Japanese attitudesSpeech Prosody 2014, May 2014, Dublin, Ireland. pp.4 |
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From Automatic Sound Analysis of Gameplay Footage [Echos] to the Understanding of Player Experience [Ethos]: an Interdisciplinary Approach to Feedback- Based Gameplay Metrics40th International Computer Music Conference (ICMC) joint with the 11th Sound & Music Computing conference (SMC), Sep 2014, athens, Greece |
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Feedback-based gameplay metricsFDG Foundations of Digital Games, May 2013, Greece. pp.71-78 |
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Tale following: Real-time speech recognition applied to live performanceSMC Sound and Music Computing, Jul 2013, Stockholm, Sweden. pp.389-394 |
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Exploiting Semantic Content for Singing Voice DetectionSixth IEEE International Conference on Semantic Computing (IEEE ICSC2012), Sep 2012, Parlemo, Italy |
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In search of cues discriminating West-african accents in FrenchInterspeech, Aug 2011, Florence, Italy. pp.725-728, ⟨10.21437/Interspeech.2011-280⟩ |
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Comparaison des propriétés acoustiques de la parole lue, préparée et conversationnelle en françaisJEP, May 2010, Mons, Belgique |
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Comparison of Spectral Properties of Read, Prepared and Casual Speech in FrenchLREC 2010 - 7th International Conference on Language Resources and Evaluation, May 2010, Valetta, Malta |
The use of kernel methods for audio events detectionICTTA'08, 3rd International Conference on Information and Communication Technologies: From Theory to Applications, Apr 2008, Damascus, Syria. ⟨10.1109/ICTTA.2008.4529996⟩ |
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Portuguese Variety Identification on Broadcast NewsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2008), Mar 2008, Las Vegas, United States. pp.4229-4232, ⟨10.1109/ICASSP.2008.4518588⟩ |
De la Caractérisation Linguistique à l'Identification Automatique des Parlers ArabesWorkshop "Voix, Parole, Langue", Cargèse, 4-9 juin 2006, 2006, Cargèse, France |
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Audio Events Detection in Public Transport Vehicle9th International IEEE Conference on Intelligent Transportation Systems (ITSC'2006), Sep 2006, Toronto, Canada. pp.733-738, ⟨10.1109/ITSC.2006.1706829⟩ |
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Identification automatique des parlers arabes par la prosodieJournées d'Etude sur la Parole, Jun 2006, Dinard, France |
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Audio-Video Event Recognition System For Public Transport SecurityInternational conference on Crime Detection and Prevention (ICDP'2006), Jun 2006, London, United Kingdom. pp.414-419 |
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Modeling Long and Short-term prosody for language identification9th European Conf. on Speech Communication and Technology (INTERSPEECH'2005 - EUROSPEECH), Lisboa, Portugal, 04/09/05-08/09/05, 2005, Lisboa, Portugal. pp.2257-2260, ⟨10.21437/Interspeech.2005-713⟩ |
Evaluation automatique du débit de la parole sur des données multilingues spontanéesJournées d'Etude sur la Parole, Apr 2004, Fès, Maroc. pp.437-440 |
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Weight loss functions to make risk-based language language identification fused decisionsInternational Conference on Pattern Recognition (ICPR 2004), 2004, Cambridge, United Kingdom |
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Automatic Estimation of Speaking Rate in Multilingual Spontaneous SpeechSpeech Prosody, 2004, Nara, Japan. pp.517-520, ⟨10.21437/SpeechProsody.2004-119⟩ |
Fusing language identification systems using performance confidence indexesInternational Conference on Acoustics, Speech and Signal Processing (ICASSP 2004), May 2004, Montréal, Canada. ⟨10.1109/ICASSP.2004.1326003⟩ |
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Application of uncertainty-based methods to fuse language identification expert decisionsInternational Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2004), 2004, Perogia, Italy |
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A Fusion Study in Speech/Music ClassificationInternational Conference on Acoustics, Speech and Signal Processing (ICASSP'2003), 2003, Hong Kong, China. pp.17-20, Vol. II, ⟨10.1109/ICASSP.2003.1202283⟩ |
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Application de l'analyse factorielle discriminante à l'identification des languesRencontres Jeunes Chercheurs en Parole (RJC Parole 2003), 2003, Grenoble, France |
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Détection de la parole et de la musique : fusion de deux approches19e Colloque GRETSI sur le traitement du signal et des images (GRETSI'2003), Sep 2003, Paris, France. pp.78-81 |
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Automatic Modelling of Rhythm and Intonation for Language Identification15th International Congress of Phonetic Sciences (15th ICPhS) Barcelona, Spain, Aug 2003, Barcelone, Spain. pp.567-570 |
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Modeling Prosody for Language Identification on Read and Spontaneous SpeechInternational Conference on Acoustics, Speech and Signal Processing (ICASSP'2003), 2003, Hong Kong, China. pp.40-43, Vol. I, ⟨10.1109/ICASSP.2003.1198711⟩ |
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Audio Indexing on the Web: a Preliminary Study of Some Audio Descriptors7th World Multiconference on Systematics, Cybernetics and Informatics (SCI 2003), Jul 2003, Orlando, Florida, United States. pp.1-4 |
Fusion de paramètres pour une classification automatique Parole/Musique robusteAnalyse et Indexation Multimédia - AS STIC "Indexation Multimédia : Transmodalité et Gestion des connaissances" (2002), 2002, Bordeaux, Talence, France |
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Merging Segmental And Rhythmic Features For Automatic Language IdentificationInternational Conference on Acoutics, Speech and Signal Processing, 2002, Orlando, Florida, United States. pp.753-756 |
Robust speech / music classification in audio documentsInternational Conference on Spoken Language Processing (ICSLP'2002), Sep 2002, Denver, United States. pp.2005-2008, Vol. 3, ⟨10.21437/ICSLP.2002-551⟩ |
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Fusion de paramètres rythmiques et segmentaux pour l'identification automatique des languesJournées d'Etude sur la Parole, Jun 2002, Nancy, France. pp.105-108 |
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Merging segmental, rhythmic and fundamental frequency features for automatic language identificationEusipco, 2002, Toulouse, France. pp.591-594, vol. III |
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Fusion de paramètres rythmiques et segmentaux pour l'identification automatiques des languesXXIVèmes JEP, Jun 2002, Nancy, France |
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Vers un système complet d'identification automatique des languesRencontres Jeunes Chercheurs en Parole(RJC Parole'2001) Mons, Belgique, 2001, Unknown, Région indéterminée. pp.126-129 |
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Le nombre de schwas détecté automatiquement est-il un indicateur de l’état de somnolence chez des patients hypersomniaques ?Journée commune AFIA-TLH / AFCP – Extraction de connaissances interprétables pour l’étude de la communication parlée, Dec 2023, Avignon, France. |
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Using Speech to Follow-up Sleep Disorders3ème édition de l’école d’été AI4Health, Jul 2023, Issy-les-Moulinaux, France. |
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Somnolence et schwas. La somnolence influence-t-elle la production des schwas chez les patients hypersomniaques ?JPC 2023. 9èmes Journées de Phonétique Clinique : Prendre la mesure de la parole, Jun 2023, Toulouse, France. , ⟨10.13140/RG.2.2.24819.50728⟩ |
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Détection automatique des schwas chez des patients hypersomnolentsRencontres des Jeunes Chercheurs en Parole 2023 (10e édition), Nov 2023, Grenoble, France. |
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HUMAVOX : Analyse Acoustique et Cognitive de la Prosodie Affective dans le Soin GériatriqueColloque Interdisciplinarité(s) du RnMSH, Sep 2021, Aix-en-Provence, France |
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Étude des erreurs de transcription automatique pour la détection de la somnolence à long terme de patients hypersomniaquesJournées de Phonétique Clinique, May 2021, Toulouse, France |
Innovations dans les transports guidés urbains et régionaux (Traité systèmes automatisés, IC2)Claude Soulas; Martine Wahl. Innovations dans les transports guidés urbains et régionaux (Traité systèmes automatisés, IC2), La vidéo et l'audio surveillance dans les transports guidés, Hermès Science Publications, pp.184-196, 2010, 978-2-7462-2974-7 |
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Modern Information Processing: From Theory to Application (Selected Papers of the IPMU'2004)B. Bouchon-Meunier and G. Coletti and R.R. Yager. Modern Information Processing: From Theory to Application (Selected Papers of the IPMU'2004), Application of uncertainty-based methods to fuse language identification expert decision, Elsevier, pp.255-268, 2006, ⟨10.1016/B978-044452075-3/50022-4⟩ |
How novel technologies can boost neuromorphic computing? A view from European project consortia (Invited)Workshop NEUROTECH, 2021 |
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End-to-End Speech Recognition: A review for the French Language2020 |
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Projet RAIVES (Recherche Automatique d'Informations Verbales Et Sonores) vers l'extraction et la structuration de données radiophoniques sur Internet[Contrat] A02-R-553 || parlangeau-valles02a, IRIT - Institut de recherche en informatique de Toulouse; LORIA (Université de Lorraine, CNRS, INRIA). 2002 |
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Contributions to speech analysis: acoustic and prosodic aspectsSound [cs.SD]. Université de Bordeaux, 2022 |