PUBLICATIONS
2024
- A CONTRASTIVE SELF-SUPERVISED LEARNING SCHEME FOR BEAT TRACKING AMENABLE TO FEW-SHOT LEARNINGIn International conference on music information retrieval (ISMIR 2024) , Nov 2024Accepted
- MUSIC STRUCTURE ANALYSIS WITH EDGE-CONDITIONED GRAPH ATTENTION NETWORKSIn International conference on music information retrieval (ISMIR 2024) , Nov 2024Accepted
- ADAPTING PITCH-BASED SELF SUPERVISED LEARNING MODELS FOR TEMPO ESTIMATIONIn ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Jul 2024
2023
- COSMOPOLITE SOUND MONITORING (COSMO): A STUDY OF URBAN SOUND EVENT DETECTION SYSTEMS GENERALIZING TO MULTIPLE CITIESIn ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , Jun 2023
2022
2021
2020
2019
- ON-THE-FLY DETECTION OF USER ENGAGEMENT DECREASE IN SPONTANEOUS HUMAN-ROBOT INTERACTIONInternational Journal of Social Robotics, Jan 2019
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- FROM THE TOKEN TO THE REVIEW: A HIERARCHICAL MULTIMODAL APPROACH TO OPINION MININGIn 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing , Nov 2019
- MAD-EEG: AN EEG DATASET FOR DECODING AUDITORY ATTENTION TO A TARGET INSTRUMENT IN POLYPHONIC MUSICIn Speech, Music and Mind (SMM19), Satellite workshop of Interspeech 2019 , Nov 2019
- IDENTIFY, LOCATE AND SEPARATE: AUDIO-VISUAL OBJECT EXTRACTION IN LARGE VIDEO COLLECTIONS USING WEAK SUPERVISIONIn 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) , Oct 2019
- EEG-BASED DECODING OF AUDITORY ATTENTION TO A TARGET INSTRUMENT IN POLYPHONIC MUSICIn 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) , Oct 2019
- SAMBASET: A DATASET OF HISTORICAL SAMBA DE ENREDO RECORDINGS FOR COMPUTATIONAL MUSIC ANALYSISIn The 20th International Society for Music Information Retrieval Conference , Nov 2019
- TRACKING BEATS AND MICROTIMING IN AFRO-LATIN AMERICAN MUSIC USING CONDITIONAL RANDOM FIELDS AND DEEP LEARNINGIn The 20th International Society for Music Information Retrieval Conference , Nov 2019
- A MUSIC STRUCTURE INFORMED DOWNBEAT TRACKING SYSTEM USING SKIP-CHAIN CONDITIONAL RANDOM FIELDS AND DEEP LEARNINGIn IEEE International Conference on Acoustics, Speech and Signal processing , May 2019
- AUDIOVISUAL ANALYSIS OF MUSIC PERFORMANCES: OVERVIEW OF AN EMERGING FIELDIEEE Signal Processing Magazine, Jan 2019
- EARLY DETECTION OF USER ENGAGEMENT BREAKDOWN IN SPONTANEOUS HUMAN-HUMANOID INTERACTIONIEEE Transactions on Affective Computing, Jan 2019
2018
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- EEG-BASED INTER-SUBJECT CORRELATION SCHEMES IN A STIMULI-SHARED FRAMEWORK: INTERPLAY WITH VALENCE AND AROUSALSep 2018
- ANALYSIS OF COMMON DESIGN CHOICES IN DEEP LEARNING SYSTEMS FOR DOWNBEAT TRACKINGIn Proceedings of the 19th International Society for Music Information Retrieval Conference , Sep 2018
- MAIN MELODY ESTIMATION WITH SOURCE-FILTER NMF AND CRNNIn Proceedings of the 19th International Society for Music Information Retrieval Conference , Sep 2018
- MULTI-TASK FEATURE LEARNING FOR EEG-BASED EMOTION RECOGNITION USING GROUP NONNEGATIVE MATRIX FACTORIZATIONIn The European Signal Processing Conference (EUSIPCO) , Sep 2018
- WEAKLY SUPERVISED REPRESENTATION LEARNING FOR UNSYNCHRONIZED AUDIO-VISUAL EVENTSIn CVPR Workshop on Sight and Sound (WSS) , Jun 2018
- ATTITUDE CLASSIFICATION IN ADJACENCY PAIRS OF A HUMAN-AGENT INTERACTION WITH HIDDEN CONDITIONAL RANDOM FIELDSIn International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , Apr 2018
- METHOD FOR AUDIO-VISUAL EVENTS CLASSIFICATION AND LOCALIZATION, AND CORRESPONDING APPARATUS, COMPUTER READABLE PROGRAM, PRODUCT AND COMPUTER READABLE STORAGE MEDIUMPatent Application, Apr 2018
2017
- METHOD FOR PROCESSING AN INPUT AUDIO SIGNAL AND CORRESPONDING ELECTRONIC DEVICEPatent Application, Nov 2017
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2016
2015
- CONTRIBUTIONS IN MACHINE LEARNING FOR MULTIMODAL DATA ANALYSIS: METHODS, ALGORITHMS AND SYSTEMS FOR TEMPORALLY STRUCTURED DATAUniversité Pierre et Marie Curie , Sep 2015Habilitation Thesis
2014
2013
- CO-FACTORISATION DOUCE EN MATRICES NON-NEGATIVES. APPLICATION AU REGROUPEMENT MULTIMODAL DE LOCUTEURSIn GRETSI , Sep 2013
2012
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- DECOMPOSING THE VIDEO EDITING STRUCTURE OF A TALK-SHOW USING NONNEGATIVE MATRIX FACTORIZATIONIn International Conference on Image Processing (ICIP) , Oct 2012
2011
2010
- A CONDITIONAL RANDOM FIELD VIEWPOINT OF SYMBOLIC AUDIO-TO-SCORE MATCHINGIn ACM Multimedia 2010 , Oct 2010