Signal, Statistics and Learning [S2A]

The skills of the Signal, Statistics and Learning (S2A) team are organized in four strategic themes, all relating to data analysis:

1. Machine learning
2. Probability and statistics
3. Signal processing and audio data analysis
4. Automatic analysis of social signals

Four strategic themes:

Machine learning

Machine learning is a field that lies at the interface of mathematics and computer science. It aims to develop concepts and algorithms for the automatic analysis of big data, usually for prediction purposes.

Probability and statistics

Probability and statistics is a field that brings together all the techniques for the estimation and quantification of uncertainty, based on probabilistic modeling and statistical inference.

Signal processing and audio data analysis

Signal processing and audio data analysis is a field that relates to methods for data decomposition, representation learning and parametric modeling for audio signals and data in various applications such as source separation, musical information retrieval (MIR), the analysis of sound scenes, musical acoustics, the analysis of physiological signals, especially electroencephalographic (EEG) signals, and the transformation of audio signals.

Automatic analysis of social signals

Automatic analysis of social signals is a field that focuses on the computational models of social interaction analysis in web analytics, opinion analytics and social robotics.

Team members

Stephan Clémençon, Professor, team leader
Roland Badeau, Associate Professor
Pascal Bianchi, Professor
Florence d’Alché-Buc, Professor
Chloé Clavel, Associate Professor
Bertrand David, Professor
Slim Essid, Professor
Olivier Fercoq, Associate Professor
Mathieu Fontaine, Associate Professor
Robert Gower, Associate Professor
Ekhine Irurozki, Associate Professor
Ons Jelassi, Chargée d’Enseignement et de Recherche
Matthieu Labeau, Associate Professor
Laurence Likforman, Associate Professor
Pavlo Mozharovskyi, Associate Professor
Geoffroy Peeters, Professor
François Portier, Associate Professor
Gaël Richard, Professor
François Roueff, Professor
Anne Sabourin, Associate Professor
Umut Simsekli, Associate Professor (on leave)
Giovanna Varni, Associate Professor

Key words

Statistics
Probabilistic modeling
Machine learning
Data science
Audio and social signal processing

Associated members

Gérard Blanchet, distinguished Professor
Maurice Charbit, distinguished Professor
Yves Grenier, distinguished Professor
Patrice Bertail, invited Professor
(Professor at Paris X university)
Eric Moulines, invited Professor
(Professor at école Polytechnique)
Aurélien Bellet, invited Associate Professor
(Researcher INRIA Lille)
Romain Brault, invited Associate Professor
(Researcher Thalès R&T)
Stéphane Gentric, invited Associate Professor
(Researcher IDEMIA R&T)
Alexandre Gramfort, invited Associate Professor
(Researcher INRIA Saclay)
François Lainée, invited Associate Professor
(Geo4Cast)

Scientific publications

522 documents

Articles dans une revue116 documents

Stéphan Clémençon, Myrto Limnios, Nicolas Vayatis. Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite Ranking. Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2021, 15 (2), pp.4659 -- 4717. ⟨hal-03190532⟩
Joelle Pineau, Philippe Vincent-Lamarre, Koustuv Sinha, Vincent Larivière, Alina Beygelzimer, et al.. Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program). Journal of Machine Learning Research, 2021, 22. ⟨hal-03341560⟩
Rainer Dyckerhoff, Pavlo Mozharovskyi, Stanislav Nagy. Approximate computation of projection depths. Computational Statistics and Data Analysis, Elsevier, In press, 157, pp.107166. ⟨10.1016/j.csda.2020.107166⟩. ⟨hal-03189235⟩
Julian Neri, Philippe Depalle, Roland Badeau. Approximate Inference and Learning of State Space Models with Laplace Noise. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2021, ⟨10.1109/tsp.2021.3075146⟩. ⟨hal-03255319⟩
Sinan Yldrm, M. Burak Kurutmaz, Melih Barsbey, Umut Şimşekli, A. Taylan Cemgil. Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2021, 15 (3), pp.560-573. ⟨10.1109/JSTSP.2020.3045297⟩. ⟨hal-03269127⟩
Kilian Schulze-Forster, Clement Doire, Gael Richard, Roland Badeau. Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, In press, ⟨10.1109/TASLP.2021.3091817⟩. ⟨hal-03255334⟩
Pierre Lafaye de Micheaux, Pavlo Mozharovskyi, Myriam Vimond. Depth for Curve Data and Applications. Journal of the American Statistical Association, Taylor & Francis, In press, pp.1-17. ⟨10.1080/01621459.2020.1745815⟩. ⟨hal-03188029⟩
Alp Yurtsever, Joel A. Tropp, Olivier Fercoq, Madeleine Udell, Volkan Cevher. Scalable Semidefinite Programming. SIAM Journal on Mathematics of Data Science, Society for Industrial and Applied Mathematics, 2021, ⟨10.1137/19M1305045⟩. ⟨hal-02493338⟩
Michael Fell, Yaroslav Nechaev, Gabriel Meseguer-Brocal, Elena Cabrio, Fabien Gandon, et al.. Lyrics segmentation via bimodal text–audio representation. Natural Language Engineering, Cambridge University Press (CUP), 2021, pp.1-20. ⟨10.1017/S1351324921000024⟩. ⟨hal-03295581⟩
David Meunier, Annalisa Pascarella, Dmitrii Altukhov, Mainak Jas, Etienne Combrisson, et al.. NeuroPycon: An open-source python toolbox for fast multi-modal and reproducible brain connectivity pipelines. NeuroImage, Elsevier, 2020, 219, pp.117020. ⟨10.1016/j.neuroimage.2020.117020⟩. ⟨hal-02873600⟩
Catherine Taleb, Laurence Likforman-Sulem, Chafic Mokbel, Maha Khachab. Detection of Parkinson’s disease from handwriting using deep learning: a comparative study. Evolutionary Intelligence, 2020, ⟨10.1007/s12065-020-00470-0⟩. ⟨hal-03121830⟩
Pascal Bianchi, Walid Hachem, Adil Salim. A Fully Stochastic Primal-Dual Algorithm. Optimization Letters, Springer Verlag, 2020, ⟨10.1007/s11590-020-01614-y⟩. ⟨hal-02369882v2⟩
Ondřej Cífka, Umut Şimşekli, Gael Richard. Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2020, 28, pp.2638-2650. ⟨10.1109/TASLP.2020.3019642⟩. ⟨hal-02923548v2⟩
Lucien Maman, Eleonora Ceccaldi, Nale Lehmann-Willenbrock, Laurence Likforman-Sulem, Mohamed Chetouani, et al.. GAME-ON: A Multimodal Dataset for Cohesion and Group Analysis. IEEE Access, IEEE, 2020, 8, pp.124185-124203. ⟨10.1109/ACCESS.2020.3005719⟩. ⟨hal-03152084⟩
Stanislav Nagy, Rainer Dyckerhoff, Pavlo Mozharovskyi. Uniform convergence rates for the approximated halfspace and projection depth. Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2020, 14 (2), ⟨10.1214/20-EJS1759⟩. ⟨hal-03189232⟩
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Duong, Patrick Pérez, et al.. Weakly Supervised Representation Learning for Audio-Visual Scene Analysis. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2019. ⟨hal-02399993⟩
Patrice Bertail, Stéphan Clémençon. Bernstein-type exponential inequalities in survey sampling: Conditional Poisson sampling schemes. Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2019, 25 (4B), pp.3527-3554. ⟨10.3150/18-BEJ1101⟩. ⟨hal-03148343⟩
Simon Henriet, Umut Şimşekli, Sérgio Santos, Benoît Fuentes, Gael Richard. Independent-Variation Matrix Factorization With Application to Energy Disaggregation. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2019, 26 (11), pp.1643-1647. ⟨10.1109/LSP.2019.2941428⟩. ⟨hal-02307248⟩
Olivier Fercoq. A generic coordinate descent solver for nonsmooth convex optimization. Optimization Methods and Software, Taylor & Francis, 2019, pp.1-21. ⟨10.1080/10556788.2019.1658758⟩. ⟨hal-01941152v2⟩
François Roueff, Rainer von Sachs. Time-frequency analysis of locally stationary Hawkes processes. Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2019, 25 (2), pp.1355-1385. ⟨10.3150/18-BEJ1023⟩. ⟨hal-01502252v3⟩
Olivier Fercoq, Zheng Qu. Adaptive restart of accelerated gradient methods under local quadratic growth condition. IMA Journal of Numerical Analysis, Oxford University Press (OUP), 2019, ⟨10.1093/imanum/drz007⟩. ⟨hal-02269132⟩
Luis Gasco, Chloé Clavel, Cesar Asensio, Guillermo de Arcas. Beyond sound level monitoring: Exploitation of social media to gather citizens subjective response to noise. Science of the Total Environment, Elsevier, 2019, 658, pp.69-79. ⟨10.1016/j.scitotenv.2018.12.071⟩. ⟨hal-02365397⟩
Pascal Bianchi, Walid Hachem, Adil Salim. Constant step stochastic approximations involving differential inclusions: stability, long-run convergence and applications. Stochastics: An International Journal of Probability and Stochastic Processes, Taylor & Francis: STM, Behavioural Science and Public Health Titles, 2019, 91 (2), pp.288-320. ⟨10.1080/17442508.2018.1539086⟩. ⟨hal-02369439⟩
Gael Richard, Sébastien Fenet, Yves Grenier. De Fourier à la reconnaissance musicale. Interstices, INRIA, 2019. ⟨hal-02068670⟩
Olivier Fercoq, Pascal Bianchi. A Coordinate Descent Primal-Dual Algorithm with Large Step Size and Possibly Non Separable Functions. SIAM Journal on Optimization, Society for Industrial and Applied Mathematics, 2019, 29 (1), pp.100-134. ⟨hal-01497104v2⟩
Atef Ben Youssef, Giovanna Varni, Slim Essid, Chloé Clavel. On-the-fly Detection of User Engagement Decrease in Spontaneous Human-Robot Interaction. International Journal of Social Robotics, 2019. ⟨hal-02288044⟩
Oleksii Pokotylo, Pavlo Mozharovskyi, Rainer Dyckerhoff. Depth and Depth-Based Classification with R Package ddalpha. Journal of Statistical Software, University of California, Los Angeles, 2019, 91 (5), ⟨10.18637/jss.v091.i05⟩. ⟨hal-03187410⟩
Stéphan Clémençon, Patrice Bertail, Emilie Chautru, Guillaume Papa. Optimal survey schemes for stochastic gradient descent with applications to M-estimation. ESAIM: Probability and Statistics, EDP Sciences, 2019, 23, pp.310-337. ⟨10.1051/ps/2018021⟩. ⟨hal-02078108⟩
Xiaohui Liu, Karl Mosler, Pavlo Mozharovskyi. Fast computation of Tukey trimmed regions and median in dimension p > 2. Journal of Computational and Graphical Statistics, Taylor & Francis, 2019, ⟨10.1080/10618600.2018.1546595⟩. ⟨hal-02288041⟩
Zhiyao Duan, Slim Essid, Cynthia Liem, Gael Richard, Gaurav Sharma. Audiovisual Analysis of Music Performances: Overview of an Emerging Field. IEEE Signal Processing magazine, 2019, 36 (1), pp.63-73. ⟨hal-02287983⟩
Atef Ben Youssef, Chloé Clavel, Slim Essid. Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction. IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers, 2019. ⟨hal-02288043⟩
Celine Brouard, Antoine Bassé, Florence d'Alché-Buc, Juho Rousu. Improved Small Molecule Identification through Learning Combinations of Kernel Regression Models. Metabolites, MDPI, 2019, 9 (8), pp.160. ⟨10.3390/metabo9080160⟩. ⟨hal-02618085⟩
Adil Salim, Pascal Bianchi, Walid Hachem. Snake: a stochastic proximal gradient algorithm for regularized problems over large graphs. IEEE Transactions on Automatic Control, Institute of Electrical and Electronics Engineers, 2018. ⟨hal-02287871⟩
M. Heinonen, F. Milliat, M.A. Benadjaoud, A. François, V. Buard, et al.. Temporal clustering analysis of endothelial cell gene expression following exposure to a conventional radiotherapy dose fraction using Gaussian process clustering. PLoS ONE, Public Library of Science, 2018, 13 (10), pp.e0204960. ⟨10.1371/journal.pone.0204960⟩. ⟨hal-02881802⟩
Quoc Tran-Dinh, Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher. An Adaptive Primal-Dual Framework for Nonsmooth Convex Minimization. Mathematical Programming Computation, 2018. ⟨hal-02287962⟩
Moussab Djerrab, A. Garcia Rojas, Maxime Sangnier, Florence d'Alché-Buc. Output Fisher Embedding Regression. Machine learning Journal, 2018, 108. ⟨hal-02287837⟩
Stéphan Clémençon. Big Data, le défi de la formation.. TEC - Mobilité Intelligente, 2018. ⟨hal-02287831⟩
Stéphan Clémençon. Intelligence artificielle: défis scientifiques et attentes socio-économiques. Annales des Mines - Enjeux Numériques, 2018. ⟨hal-02287832⟩
Olivier Fercoq, Zheng Qu. Restarting the accelerated coordinate descent method with a rough strong convexity estimate. Computational Optimization and Applications, Springer Verlag, 2018. ⟨hal-02287842⟩
Artur L. Gower, Robert M. Gower, Jonathan Deakin, William J. Parnell, I. David Abrahams.. Learning about random media from near-surface backscattering: using machine learning to measure particle size and concentration. arXiv:1801.05490, 2018. ⟨hal-02287766⟩
François Portier, Johan Segers. On the weak convergence of the empirical conditional copula under a simplifying assumption. Journal of Multivariate Analysis, Elsevier, 2018. ⟨hal-02287765⟩
Quoc Tran-Dinh, Olivier Fercoq, Volkan Cevher. A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Minimization. SIAM Journal on Optimization, Society for Industrial and Applied Mathematics, 2018, 28 (1), pp.96-134. ⟨hal-02287465⟩
Simon Henriet, Umut Şimşekli, Benoît Fuentes, Gael Richard. A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings. Energy and Buildings, Elsevier, 2018. ⟨hal-02705056⟩
Emilio Granell, Edgard Chammas, Laurence Likforman-Sulem, Carlos-D Martínez-Hinarejos, Chafic Mokbel, et al.. Transcription of Spanish Historical Handwritten Documents with Deep Neural Networks. Journal of Imaging, 2018, 4 (1), pp.22. ⟨hal-02287753⟩
Karl Mosler, Pavlo Mozharovskyi. Fast DD-classification of functional data. Statistical Papers, Springer Verlag, 2017, 58 (4), pp.1055-1089. ⟨10.1007/s00362-015-0738-3⟩. ⟨hal-03189231⟩
Ida Egmose, Giovanna Varni, Katharina Cordes, Johanne Smith-Nielsen, Mette Skovgaard Væver, et al.. Relations between Automatically Extracted Motion Features and the Quality of Mother-Infant Interactions at 4 and 13 Months. Frontiers in Psychology, Frontiers, 2017, 8. ⟨hal-02287734⟩
Giovanna Varni, Isabelle Hupont, Chloé Clavel, Mohamed Chetouani. Computational Study of Primitive Emotional Contagion in Dyadic Interactions. IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers, 2017. ⟨hal-02287879⟩
Kévin Bailly, Chloé Clavel, Thomas Janssoone, Gael Richard. SMART : Règles d’associations temporelles de signaux sociaux pour la synthèse d’un Agent Conversationnel Animé avec une attitude spécifique. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2017. ⟨hal-02287610⟩
Stéphan Clémençon, P. Bertail. Bernstein-type exponential inequalities in survey sampling: conditional Poisson sampling schemes. Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2017. ⟨hal-02287363⟩
Didier Chételat, Johannes Lederer, Joseph Salmon. Optimal two-step prediction in regression. Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2017, 11 (1), pp.2519-2546. ⟨hal-02287614⟩
Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gael Richard. Règles d'Associations Temporelles de signaux sociaux pour la synthèse d'Agents Conversationnels Animés : Application aux attitudes sociales. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2017, ⟨10.3166/RIA.31.511-537⟩. ⟨hal-02704911⟩
Y. Atchadé, Gersende Fort, Eric Moulines. On Stochastic Proximal Gradient Algorithms. Journal of Machine Learning Resaerch, 2017. ⟨hal-02287001⟩
Charles-Alban Deledalle, Nicolas Papadakis, Joseph Salmon, Samuel Vaiter. CLEAR: Covariant LEAst-Square Refitting with Applications to Image Restoration. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2017, 10 (1), pp.243-284. ⟨10.1137/16M1080318⟩. ⟨hal-01333295v3⟩
Ovidiu Iacoboaiea, Berna Sayrac, Sana Ben Jemaa, Pascal Bianchi. On mobility parameter configurations that lead to chained handover. IEEE Transactions on Communications, Institute of Electrical and Electronics Engineers, 2016, 64 (12), pp.5136 - 5148. ⟨hal-02287020⟩
Pavlo Mozharovskyi, Jan Vogler. Composite marginal likelihood estimation of spatial autoregressive probit models feasible in very large samples. Economics Letters, Elsevier, 2016, 148, pp.87-90. ⟨10.1016/j.econlet.2016.09.022⟩. ⟨hal-03189229⟩
Oleg Badunenko, Pavlo Mozharovskyi. Nonparametric Frontier Analysis Using Stata. The Stata Journal, 2016, 16 (3), pp.550-589. ⟨10.1177/1536867X1601600302⟩. ⟨hal-03189227⟩
Ovidiu Iacoboaiea, Berna Sayrac, Sana Ben Jemaa, Pascal Bianchi. SON coordination in Heterogeneous networks: a reinforcement learning approach. IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers, 2016, 15 (9), pp.5835 - 5847. ⟨hal-02287098⟩
Franck Iutzeler, Pascal Bianchi, Philippe Ciblat, Walid Hachem. Explicit Convergence Rate of a Distributed Alternating Direction Method of Multipliers. IEEE Transactions on Automatic Control, Institute of Electrical and Electronics Engineers, 2016, 61 (4), pp.892 - 904. ⟨hal-02286968⟩
Pascal Bianchi. Ergodic convergence of a stochastic proximal point algorithm. SIAM Journal on Optimization, Society for Industrial and Applied Mathematics, 2016, 26 (4), pp.2235-2260. ⟨hal-02287222⟩
Gemma Morral, P. Bianchi. Distributed on-line multi-dimensional scaling for self localization in Wireless Sensor Networks. Signal Processing, Elsevier, 2016, 120, pp.88-98. ⟨hal-02287099⟩
Adrien Nouvellet, François Roueff, Alexis Le Pichon, Maurice Charbit, Julien Vergoz, et al.. Local propagation speed constrained estimation of the slowness vector from non-planar array observations. J. Acoust. Soc. Am., 2016, 139 (1), pp.559-567. ⟨10.1121/1.4939112⟩. ⟨hal-01359236⟩
Hequn Bai, Laurent Daudet, Gael Richard. Late Reverberation Synthesis: From Radiance Transfer to Feedback Delay Networks. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2015, 23 (12), pp.2260 - 2271. ⟨10.1109/TASLP.2015.2478116⟩. ⟨hal-02287205⟩
Olivier Fercoq, Peter Richtárik. Accelerated, Parallel, and Proximal Coordinate Descent. SIAM Journal on Optimization, Society for Industrial and Applied Mathematics, 2015, 25 (4), pp.1997-2023. ⟨hal-02287265⟩
Chloé Clavel. Surprise and human-agent interactions. Review of Cognitive Linguistics, 2015, 13 (2), pp.461-477. ⟨hal-01354192⟩
Aymeric Masurelle, Ahmed Sekkat, Slim Essid, Gael Richard. TPT-Dance&Actions : un corpus multimodal d'activités humaines. Revue Traitement du Signal (Presse universitaire de Grenoble), 2015, ⟨10.3166/TS.32.443-475⟩. ⟨hal-02704820⟩
Olga Klopp, Jean Lafond, Eric Moulines, Joseph Salmon. Adaptative Multinomial Matrix Completion. Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2015. ⟨hal-02287317⟩
Stéphan Clémençon, P. Bertail, Emilie Chautru. On Survey Sampling and Empirical Risk Minimization. Statistics, 2015. ⟨hal-02286817⟩
M. Moussalam, Alexandre Gramfort, Laurent Daudet, Gael Richard. Blind Denoising with Random Greedy Pursuits. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2014, 21 (11). ⟨hal-02286902⟩
Ellen Lau, K. Weber, Alexandre Gramfort, M. Hämäläinen, Gina Kuperberg. Spatiotemporal signatures of lexical–semantic prediction. Cerebral Cortex, Oxford University Press (OUP), 2014. ⟨hal-02287277⟩
Silvia Galli, Karim Benabed, F. R. Bouchet, Jean-François Cardoso, Aurelien Benoit-Levy, et al.. CMB polarization can constrain cosmology better than CMB temperature. Physical Review D, American Physical Society, 2014, 90 (6), pp.063504. ⟨10.1103/PhysRevD.90.063504⟩. ⟨hal-01117038⟩
Benjamin Elie, François Gautier, B. David. Acoustic signature of violins based on bridge transfer mobility measurements. Journal of the Acoustical Society of America, Acoustical Society of America, 2014, 136 (3), pp.1385-1393. ⟨hal-02286962⟩
Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé. Soft Nonnegative Matrix Co-Factorization. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, 62 (22), pp.5940-5949. ⟨10.1109/TSP.2014.2360141⟩. ⟨hal-01116863⟩
Adrien Nouvellet, Maurice Charbit, François Roueff, Alexis Le Pichon. Slowness estimation from noisy time delays observed on non-planar arrays. Geophysical Journal International, Oxford University Press (OUP), 2014, 198, pp.1199-1207. ⟨10.1093/gji/ggu197⟩. ⟨hal-01116088⟩
Stéphane Audiere, Elsa D. Angelini, Laurent Sandrin, Maurice Charbit. Maximum Likelihood Estimation of Shear Wave Speed in Transient Elastography. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2014, 33 (6), pp.1338-1349. ⟨hal-02286859⟩
Justin Salomon, Emilia Gomez, D. Ellis, Gael Richard. Melody Extraction from Polyphonic Music Signals: Approaches, Applications and Challenges. IEEE Signal Processing magazine, 2014, 31 (2), pp.118-134. ⟨hal-02286729⟩
Stéphan Clémençon, P. Bertail, J. Tressou. Bootstrapping Robust Statistics for Markovian Data Applications to Regenerative R- and L-Statistics. Journal of Time Series Analysis, Wiley-Blackwell, 2014. ⟨hal-02286853⟩
Stéphan Clémençon, H. de Arazoza, Fabrice Rossi, Viet Chi Tran. A Network Analysis of the HIV/AIDS Epidemics in Cuba. Social Network Analysis and Mining, 2014. ⟨hal-02286854⟩
Stéphan Clémençon, Marine Depecker. Functional Bipartite Ranking: a Wavelet-Based Filtering Approach. Signal Processing, Elsevier, 2013. ⟨hal-02286451⟩
Cyril Joder, Slim Essid, Gael Richard. Learning Optimal Features for Polyphonic Audio-to-Score Alignment. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2013. ⟨hal-02704714⟩
Gael Richard, Shiva Sundaram, Shrikanth Narayanan. An overview on Perceptually Motivated Audio Indexing and Classification. Proceedings of the Ieee, 2013. ⟨hal-02286490⟩
Dana Lahat, Jean-François Cardoso, Hagit Messer. Blind Separation of Multidimensional Components via Subspace Decomposition: Performance Analysis. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2013. ⟨hal-02286753⟩
Stéphan Clémençon. Télécom ParisTech lance la première formation en France dédiée au Big Data. revue Télécom, 2013. ⟨hal-02286747⟩
Stéphan Clémençon, Emilie Chautru, J. Tressou. A minimum-volume set approach to dietary risk-benefit analysis. Biometrics, 2013. ⟨hal-02286748⟩
Stéphan Clémençon, Emilie Chautru, P. Bertail. On Tail Index Estimation Based on Survey Data. ESAIM: Probability and Statistics, EDP Sciences, 2013. ⟨hal-02286746⟩
François Rigaud, B. David, Laurent Daudet. A parametric model and estimation techniques for the inharmonicity and tuning of the piano.. Journal of the Acoustical Society of America, Acoustical Society of America, 2013, 133 (5), pp.3107-3118. ⟨hal-00856735⟩
Félicien Vallet, Slim Essid, Jean Carrive. A Multimodal Approach to Speaker Diarization on TV Talk-Shows. IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers, 2013, 15 (3), pp.509-520. ⟨10.1109/TMM.2012.2233724⟩. ⟨hal-02943545⟩
Jianfeng Yao, Romain Couillet, J. Najim, Merouane Debbah. Fluctuations of an improved population eigenvalue estimator in sample covariance matrix model. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2013, 59 (2). ⟨hal-02286693⟩
Slim Essid, Cédric Févotte. Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual Document Structuring. IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers, 2013, 15 (2), pp.415-425. ⟨10.1109/TMM.2012.2228474⟩. ⟨hal-02943541⟩
Amandine Schreck, Gersende Fort, Eric Moulines. Adaptive Equi-Energy Sampler: Convergence and Illustration. ACM Transactions on Modeling and Computer Simulation, Association for Computing Machinery, 2013, 23 (1), pp.27. ⟨hal-02286347⟩
Youcef Begriche, Karim Abed-Meraim, Messaoud Thameri. Exact Conditional and Unconditional Cram`er-Rao Bounds for Near Field Localization. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2013. ⟨hal-02286645⟩
P. Bianchi, Gersende Fort, Walid Hachem. Performance of a Distributed Stochastic Approximation Algorithm. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2013, 59 (11), pp.7405-7418. ⟨hal-02286437⟩
Benjamin Elie, François Gautier, B. David. Macro parameters describing the mechanical behavior of classical guitars. Journal of the Acoustical Society of America, Acoustical Society of America, 2012, 132 (6), pp.4013-4024. ⟨hal-02286800⟩
M. Ramona, Gael Richard, B. David. Multiclass Feature Selection with Kernel Gram-matrix-based criteria. IEEE Transactions on Neural Networks and Learning Systems, IEEE, 2012, 23 (10), pp.1611-1623. ⟨hal-02286310⟩
Dana Lahat, Jean-François Cardoso, Hagit Messer. Second-Order Multidimensional ICA: Performance Analysis. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2012, 60 (9), pp.4598-4610. ⟨10.1109/TSP.2012.2199985⟩. ⟨hal-02286750⟩
Slim Essid, Marc Gowing, Georgios Kordelas, Anil Aksay, P. Kelly, et al.. A multi-modal dance corpus for research into interaction between humans in virtual environments. Journal on Multimodal User Interfaces, Springer, 2012, pp.1-14. ⟨10.1007/s12193-012-0109-5⟩. ⟨hal-02286487⟩
Stéphan Clémençon, Antoine Dematteo, Mathilde Mougeot, N. Vayatis. Sloshing in the shipping industry: risk modelling through multivariate heavy-tail analysis. JASA, 2012. ⟨hal-02286349⟩
N. Ksairi, Philippe Ciblat, P. Bianchi, Walid Hachem. Performance analysis over slow fading channels of a half-duplex single-relay protocol: Decode or Quantize and Forward. IEEE Transactions on Communications, Institute of Electrical and Electronics Engineers, 2012, 60 (7), pp.2009-2016. ⟨hal-02286369⟩
Manuel Moussallam, Laurent Daudet, Gael Richard. Matching Pursuits with Random Sequential Subdictionaries. Signal Processing, Elsevier, 2012, pp.2532-2544. ⟨10.1016/j.sigpro.2012.03.019⟩. ⟨hal-00696181⟩
Cyril Joder, Slim Essid, Gael Richard. A Conditional Random Field Framework for Robust and Scalable Audio-to-Score Matching. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2011. ⟨hal-02653026⟩
Jean-Louis Durrieu, Bertrand David, Gael Richard. A musically motivated mid-level representation for pitch estimation and musical audio source separation. IEEE Journal on Selected Topics in Signal Processing, 2011. ⟨hal-02653051⟩
Meinard Müller, Daniel Ellis, Anssi Klapuri, Gael Richard. Signal Processing for Music Analysis. IEEE Journal of Selected Topics in Signal Processing, IEEE, 2011, 5, ⟨10.1109/JSTSP.2011.2112333⟩. ⟨hal-02653036⟩
Przemyslaw Dymarski, Nicolas Moreau, Gael Richard. Greedy sparse decompositions: a comparative study. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2011. ⟨hal-02653068⟩
Jean-Louis Durrieu, Gael Richard, Bertrand David, Cédric Févotte. Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2010. ⟨hal-02652995⟩
Emmanuel Ravelli, Gael Richard, Laurent Daudet. Audio signal representations for indexing in the transform domain. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2010. ⟨hal-02652798⟩
Cyril Joder, Slim Essid, Gael Richard. Temporal Integration for Audio Classification With Application to Musical Instrument Classification. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2009, 17, ⟨10.1109/TASL.2008.2007613⟩. ⟨hal-02652782⟩
Emmanuel Ravelli, Gael Richard, Laurent Daudet. Union of MDCT Bases for Audio Coding. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2008, 16, ⟨10.1109/TASL.2008.2004290⟩. ⟨hal-02652697⟩
Olivier Gillet, Gael Richard. Transcription and Separation of Drum Signals From Polyphonic Music. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2008, ⟨10.1109/TASL.2007.914120⟩. ⟨hal-02652666⟩
Michaël Betser, Patrice Collen, Gael Richard, Bertrand David. Estimation of Frequency for AM/FM Models Using the Phase Vocoder Framework. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2008, 56, ⟨10.1109/TSP.2007.906768⟩. ⟨hal-02652652⟩
Gael Richard. Audio Indexing. Encyclopedia of Data Warehousing and Mining, 2008. ⟨hal-02652687⟩
Olivier Gillet, Slim Essid, Gael Richard. On the Correlation of Automatic Audio and Visual Segmentations of Music Videos. IEEE Transactions on Circuits and Systems for Video Technology, Institute of Electrical and Electronics Engineers, 2007, 17, ⟨10.1109/TCSVT.2007.890831⟩. ⟨hal-02652635⟩
Miguel Alonso-Arévalo, Gael Richard, Bertrand David. Tempo estimation for audio recordings. Interface, Journal of New Music Research, 2007. ⟨hal-02652625⟩
Miguel Alonso, Gael Richard, Bertrand David. Accurate tempo estimation based on harmonic+noise decomposition. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2007. ⟨hal-02652614⟩
Chloé Clavel, Ioana Vasilescu, Gael Richard, Laurence Devillers. Du corpus émotionnel au système de détection : le point de vue applicatif de la surveillance dans les lieux publics. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2006. ⟨hal-02652597⟩
Gael Richard, Olivier Cappé. Synthèse de la parole à partir du texte. Techniques de l'Ingenieur, Techniques de l'ingénieur, 2003. ⟨hal-02652561⟩
Henk van den Heuvel, Louis Boves, Asuncion Moreno, Maurizio Omologo, Gael Richard, et al.. Annotation in the SpeechDat Projects. International Journal of Speech Technology, Springer Verlag, 2001, 4, pp.127 - 143. ⟨hal-02652545⟩
Fabrice Cancre, Jean-François Cardoso, Mathias Fink. A universal diffraction correction curve. Ultrasonic Imaging, 1987, 9 (1), pp.67. ⟨hal-02286749⟩

Communications dans un congrès341 documents

Laure Prétet, Gaël Richard, Geoffroy Peeters. Is There a "Language of Music-Video Clips" ? A Qualitative and Quantitative Study. ISMIR, Nov 2021, Virtual Event, France. ⟨hal-03330800⟩
Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard. THE WORDS REMAIN THE SAME: COVER DETECTION WITH LYRICS TRANSCRIPTION. 22nd International Society for Music Information Retrieval Conference ISMIR 2021, Nov 2021, Online, India. ⟨hal-03356164⟩
Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys. Analog-to-feature converter optimization through power-aware feature selection. International Conference on Analog VLSI Circuits, Oct 2021, Bordeaux, France. ⟨hal-03329932v2⟩
Christof Weiss, Geoffroy Peeters. Learning Multi-Pitch Estimation From Weakly Aligned Score-Audio Pairs Using a Multi-Label CTC Loss. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2021, Mohonk Mountain House, New Paltz, NY, United States. ⟨hal-03349673⟩
Achille Aknin, Roland Badeau. Stochastic reverberation model with a frequency dependent attenuation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2021, New Paltz, NY, United States. ⟨hal-03298695⟩
Corentin Larroche, Johan Mazel, Stephan Clémençon. Anomalous Cluster Detection in Large Networks with Diffusion-Percolation Testing. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Oct 2021, Online, Belgium. ⟨hal-03363228⟩
Julian Neri, Philippe Depalle, Roland Badeau. Damped Chirp Mixture Estimation via Nonlinear Bayesian Regression. 23rd International Conference on Digital Audio Effects (DAFx2020), Sep 2021, Vienne, Austria. ⟨hal-03255349⟩
Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul. Smooth nonnegative tensor factorization for multi-sites electrical load monitoring. EUSIPCO, Aug 2021, Dublin, Ireland. ⟨hal-03167498v2⟩
Julian Neri, Roland Badeau, Philippe Depalle. Unsupervised Blind Source Separation with Variational Auto-Encoders. 29th European Signal Processing Conference (EUSIPCO 2021), Aug 2021, Dublin, Ireland. ⟨hal-03255341⟩
Laure Prétet, Gael Richard, Geoffroy Peeters. Cross-Modal Music-Video Recommendation: A Study of Design Choices. Special Session of the International Joint Conference on Neural Networks (IJCNN 2021), Jul 2021, Shenzhen, China. ⟨hal-03208323⟩
Antoine Liutkus, Ondřej Cífka, Shih-Lun Wu, Umut Şimşekli, Yi-Hsuan Yang, et al.. Relative Positional Encoding for Transformers with Linear Complexity. ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Only, United States. ⟨hal-03256451⟩
Fabien Collas, Ekhine Irurozki. Concentric Mixtures of Mallows Models for Top-k Rankings: Sampling and Identifiability. 38th International Conference on Machine Learning, Jul 2021, Online, France. ⟨hal-03353642⟩
Giorgia Cantisani, Slim Essid, Gael Richard. NEURO-STEERED MUSIC SOURCE SEPARATION WITH EEG-BASED AUDITORY ATTENTION DECODING AND CONTRASTIVE-NMF. 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto (virtual conference), Canada. ⟨10.1109/ICASSP39728.2021.9413841⟩. ⟨hal-02978978v4⟩
Ondřej Cífka, Alexey Ozerov, Umut Şimşekli, Gael Richard. Self-Supervised VQ-VAE for One-Shot Music Style Transfer. ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto / Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414235⟩. ⟨hal-03132940⟩
Dimitri Bouche, Marianne Clausel, François Roueff, Florence d'Alché-Buc. Nonlinear Functional Output Regression: a Dictionary Approach. 24th International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2021, Virtual, France. ⟨hal-03122020⟩
Javier Nistal, Stefan Lattner, Gael Richard. Comparing Representations for Audio Synthesis Using Generative Adversarial Networks. 2020 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam (virtual), France. pp.161-165, ⟨10.23919/Eusipco47968.2020.9287799⟩. ⟨hal-03233340⟩
Gaël Guibon, Matthieu Labeau, Hélène Flamein, Luce Lefeuvre, Chloé Clavel. Méta-apprentissage : classification de messages en catégories émotionnelles inconnues en entraînement. Traitement Automatique des Langues Naturelles, 2021, Lille, France. pp.199-208. ⟨hal-03265871⟩
Corentin Larroche, Johan Mazel, Stéphan Clémençon. Recent Trends in Statistical Analysis of Event Logs for Network-Wide Intrusion Detection. Conference on Artificial Intelligence for Defense (CAID), Dec 2020, Rennes, France. ⟨hal-03123038⟩
Aidan Meacham, Roland Badeau, Jean-Dominique Polack. Auralization of a Hybrid Sound Field using a Wave-Stress Tensor Based Model. Forum Acusticum, Dec 2020, Lyon, France. pp.523-529, ⟨10.48465/fa.2020.0833⟩. ⟨hal-03235295⟩
Fabian Walocha, Lucien Maman, Mohamed Chetouani, Giovanna Varni. Modeling Dynamics of Task and Social Cohesion from the Group Perspective Using Nonverbal Motion Capture-based Features. ICMI '20: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Oct 2020, Virtual Event Netherlands, France. pp.182-190, ⟨10.1145/3395035.3425963⟩. ⟨hal-03152058⟩
Karim Ibrahim, Elena Epure, Geoffroy Peeters, Gael Richard. SHOULD WE CONSIDER THE USERS IN CONTEXTUAL MUSIC AUTO-TAGGING MODELS?. 21st International Society for Music Information Retrieval Conference, Oct 2020, Montreal, Canada. ⟨10.5281/zenodo.3961560⟩. ⟨hal-02934433⟩
Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard, Florence d'Alché-Buc. MULTILINGUAL LYRICS-TO-AUDIO ALIGNMENT. International Society for Music Information Retrieval Conference (ISMIR), Oct 2020, Montreal, Canada. ⟨hal-02996940⟩
Achille Aknin, Théophile Dupré, Roland Badeau. EVALUATION OF A STOCHASTIC REVERBERATION MODEL BASED ON THE IMAGE SOURCE PRINCIPLE. International Conference on Digital Audio Effects, Sep 2020, Vienne, Austria. ⟨hal-02932485⟩
Javier Nistal, Stefan Lattner, Gael Richard. DrumGAN: Synthesis of drum sounds with timbral feature conditioning using Generative Adversarial Networks. 21 st International Society for Music Information Retrieval Conference (ISMIR), Aug 2020, Toronto, Canada. ⟨hal-03233337⟩
Stéphan Clémençon, Robin Vogel. A Multiclass Classification Approach to Label Ranking. Twenty Third International Conference on Artificial Intelligence and Statistics, Aug 2020, Palerme, Italy. pp.1421-1430. ⟨hal-03126870⟩
Pierre Laforgue, Alex Lambert, Luc Brogat-Motte, Florence d'Alché-Buc. Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses. International Conference on Machine Learning, Jul 2020, Vienna (virtual), Austria. ⟨hal-03126861⟩
Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher. Random extrapolation for primal-dual coordinate descent. International conference on machine learning, Jul 2020, online, France. ⟨hal-02899036⟩
Karim Ibrahim, Elena Epure, Geoffroy Peeters, Gael Richard. Confidence-based Weighted Loss for Multi-label Classification with Missing Labels. The 2020 International Conference on Multimedia Retrieval (ICMR '20), Jun 2020, Dublin, Ireland. ⟨10.1145/3372278.3390728⟩. ⟨hal-02547012⟩
Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard, Florence d'Alché-Buc. Audio-Based Detection of Explicit Content in Music. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, France. pp.526-530, ⟨10.1109/ICASSP40776.2020.9054278⟩. ⟨hal-02747449⟩
Enguerrand Gentet, Bertrand David, Sebastien Denjean, Gael Richard, Vincent Roussarie. Neutral to Lombard Speech Conversion with Deep Learning. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, France. pp.7739-7743, ⟨10.1109/ICASSP40776.2020.9053006⟩. ⟨hal-02713204⟩
Kimia Nadjahi, Valentin de Bortoli, Alain Durmus, Roland Badeau, Umut Şimşekli. Approximate Bayesian computation with the sliced-Wasserstein distance. 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain. ⟨hal-02457063⟩
Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel. HOW CONFIDENT ARE YOU? EXPLORING THE ROLE OF FILLERS IN THE AUTOMATIC PREDICTION OF A SPEAKER’S CONFIDENCE. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.8104-8108, ⟨10.1109/ICASSP40776.2020.9054374⟩. ⟨hal-02942182⟩
Laure Prétet, Gael Richard, Geoffroy Peeters. LEARNING TO RANK MUSIC TRACKS USING TRIPLET LOSS. ICASSP, May 2020, Barcelona, Spain. ⟨hal-02477242⟩
Karim Ibrahim, Jimena Royo-Letelier, Elena Epure, Geoffroy Peeters, Gael Richard. AUDIO-BASED AUTO-TAGGING WITH CONTEXTUAL TAGS FOR MUSIC. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.5281/zenodo.3648287⟩. ⟨hal-02481374⟩
Enguerrand Gentet, Bertrand David, Sebastien Denjean, Gael Richard, Vincent Roussarie. Speech Intelligibility Enhancement by Equalization for in-Car Applications. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, France. pp.6934-6938, ⟨10.1109/ICASSP40776.2020.9053537⟩. ⟨hal-02713178⟩
Julian Neri, Philippe Depalle, Roland Badeau. Laplace state space filter with exact inference and moment matching. 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain. ⟨hal-02456643⟩
Julian Neri, Roland Badeau, Philippe Depalle. Probabilistic filter and smoother for variational inference of Bayesian linear dynamical systems. 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain. ⟨hal-02456651⟩
Kilian Schulze-Forster, Clément Doire, Gael Richard, Roland Badeau. Joint phoneme alignment and text-informed speech separation on highly corrupted speech. 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), May 2020, Barcelona, Spain. ⟨hal-02457075⟩
Corentin Larroche, Johan Mazel, Stéphan Clémençon. Percolation-Based Detection of Anomalous Subgraphs in Complex Networks. Symposium on Intelligent Data Analysis (IDA2020), Apr 2020, Konstanz, Germany. ⟨hal-02466289⟩
Yi Ren, Shangmin Guo, Matthieu Labeau, Shay Cohen, Simon Kirby. Compositional Languages Emerge in a Neural Iterated Learning Model. 8th International Conference on Learning Representations, Apr 2020, Addis Ababa, Ethiopia. ⟨hal-02914840⟩
Naman Negi, Ons Jelassi, Hakima Chaouchi, Stéphan Clémençon. Distributed online Data Anomaly Detection for connected vehicles. ICAIIC 2020: 2nd International Conference on Artificial Intelligence in Information and Communication, Feb 2020, Fukuoka, Japan. pp.494-500, ⟨10.1109/ICAIIC48513.2020.9065280⟩. ⟨hal-03126876⟩
Thomas Janssoone, Kevin Bailly, Gael Richard, Chloé Clavel. The POTUS Corpus, a database of weekly addresses for the study of stance in politics and virtual agents. Conference on Language Resources and Evaluation (LREC 2020), 2020, Marseille, France. pp.11 - 16. ⟨hal-02873020⟩
Umut Şimşekli, Ozan Sener, George Deligiannidis, Murat A. Erdogdu. Hausdorff Dimension, Heavy Tails, and Generalization in Neural Networks. Advances in Neural Processing Systems, 2020, Online, France. ⟨hal-03269125⟩
Kimia Nadjahi, Alain Durmus, Lénaïc Chizat, Soheil Kolouri, Shahin Shahrampour, et al.. Statistical and Topological Properties of Sliced Probability Divergences. Advances in Neural Processing Systems, 2020, Online, France. ⟨hal-03269119⟩
Simon Henriet, Benoît Fuentes, Umut Şimşekli, Gael Richard. Matrix Factorization for High Frequency Non Intrusive Load Monitoring. BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2020, Virtual Event, Japan. pp.20-24, ⟨10.1145/3427771.3427847⟩. ⟨hal-03162808⟩
David Bounie, S. Clémencon, Florence d'Alché-Buc, James Eagan, Winston Maxwell, et al.. Identifyin the "right'' level of explanation in a given situation. 1st International Workshop on New Foundations for Human-Centered AI (NeHuAI) at ECAI-2020, September 4, 2020. Online at http://ceur-ws.org/Vol-2659/, 2020, Santiago de Compostela, Spain. pp.63-66. ⟨hal-02916163⟩
Soheil Kolouri, Kimia Nadjahi, Umut Şimşekli, Roland Badeau, Gustavo K.. Generalized Sliced Wasserstein Distances. NeurIPS 2019, Dec 2019, Vancouver, Canada. ⟨hal-02280948⟩
Kimia Nadjahi, Alain Durmus, Umut Şimşekli, Roland Badeau. Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance. NeurIPS 2019, Dec 2019, Vancouver, Canada. ⟨hal-02280944⟩
Robert Gower, Dmitry Kovalev, Felix Lieder, Peter Richtárik. RSN: Randomized Subspace Newton. Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. ⟨hal-02365297⟩
Thanh Huy Nguyen, Umut Şimşekli, Mert Gürbüzbalaban, Gael Richard. First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Dec 2019, Vancouver, Canada. ⟨hal-02372376⟩
Othmane Sebbouh, Nidham Gazagnadou, Samy Jelassi, Francis Bach, Robert Gower. Towards closing the gap between the theory and practice of SVRG. Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. ⟨hal-02365285⟩
Francesco Locatello, Alp Yurtsever, Olivier Fercoq, Volkan Cevher. Stochastic Conditional Gradient Method for Composite Convex Minimization. Neural Information Processing Systems, Dec 2019, Vancouver, Canada. ⟨hal-02007612⟩
Guillaume Staerman, Pavlo Mozharovskyi, Stéphan Clémençon, Florence d'Alché-Buc. Functional Isolation Forest. Proceedings of The Eleventh Asian Conference on Machine Learning, Nov 2019, Nagoya, Japan. ⟨hal-02369435⟩
Klaus Frieler, Doğaç Başaran, Frank Höger, Hélène-Camille Crayencour, Geoffroy Peeters, et al.. Don't hide in the frames: Note-and pattern-based evaluation of automated melody extraction algorithms. DLfM ’19: 6th International Conference on Digital Libraries for Musicology, Nov 2019, The Hague, Netherlands. ⟨hal-02420416⟩
Gabriel Meseguer Brocal, Geoffroy Peeters. CONDITIONED-U-NET: INTRODUCING A CONTROL MECHANISM IN THE U-NET FOR MULTIPLE SOURCE SEPARATIONS. Proceedings of the 20th International Society for Music Information Retrieval Conference, Nov 2019, Delft, Netherlands. ⟨10.5281/zenodo.3527766⟩. ⟨hal-02448917⟩
Magdalena Fuentes, Lucas Maia, Martín Rocamora, Luiz Biscainho, Hélène Crayencour, et al.. TRACKING BEATS AND MICROTIMING IN AFRO-LATIN AMERICAN MUSIC USING CONDITIONAL RANDOM FIELDS AND DEEP LEARNING. ISMIR, Nov 2019, Delft, Netherlands. ⟨hal-02419361⟩
Guillaume Doras, Geoffroy Peeters. Cover detection using dominant melody embeddings. ISMIR 2019, Nov 2019, Delft, Netherlands. ⟨hal-02457735⟩
Hadrien Foroughmand, Geoffroy Peeters. DEEP-RHYTHM FOR TEMPO ESTIMATION AND RHYTHM PATTERN RECOGNITION. International Society for Music Information Retrieval (ISMIR), Nov 2019, Delft, Netherlands. ⟨hal-02457638⟩
Alexandre Garcia, Pierre Colombo, Slim Essid, Florence d'Alché-Buc, Chloé Clavel. From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining. 2019 Conference on Empirical Methods in Natural Language Processing, Nov 2019, Hong-Kong, China. ⟨hal-02371140⟩
Lucas Maia, Magdalena Fuentes, Luiz Biscainho, Martín Rocamora, Slim Essid. SAMBASET: A DATASET OF HISTORICAL SAMBA DE ENREDO RECORDINGS FOR COMPUTATIONAL MUSIC ANALYSIS. The 20th International Society for Music Information Retrieval Conference, Nov 2019, Delft, Netherlands. ⟨hal-02943462⟩
Kilian Schulze-Forster, Clément Doire, Gael Richard, Roland Badeau. Weakly informed audio source separation. WASPAA, Oct 2019, New Paltz, New York, United States. ⟨hal-02280472⟩
Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Duong, Patrick Pérez, et al.. IDENTIFY, LOCATE AND SEPARATE: AUDIO-VISUAL OBJECT EXTRACTION IN LARGE VIDEO COLLECTIONS USING WEAK SUPERVISION. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2019, New Paltz, United States. ⟨hal-02380780⟩
Catherine Taleb, Maha Khachab, Chafic Mokbel, Laurence Likforman-Sulem. Visual Representation of Online Handwriting Time Series for Deep Learning Parkinson's Disease Detection. 2019 International Conference on Document Analysis and Recognition Workshops (ICDARW), Sep 2019, Sydney, France. pp.25-30, ⟨10.1109/ICDARW.2019.50111⟩. ⟨hal-02437207⟩
Giorgia Cantisani, Slim Essid, Gael Richard. Decoding auditory attention in polyphonic music based on EEG: a new dataset and a preliminary study. Auditory EEG Signal Processing (AESoP) symposium, Sep 2019, Leuven, Belgium. ⟨hal-03175885⟩
Eleonora Ceccaldi, Nale Lehmann-Willenbrock, Erica Volta, Mohamed Chetouani, Gualtiero Volpe, et al.. How unitizing affects annotation of cohesion. 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2019, Cambridge, United Kingdom. pp.1-7, ⟨10.1109/ACII.2019.8925527⟩. ⟨hal-03152031⟩
Léo Hemamou, Ghazi Felhi, Jean-Claude Martin, Chloé Clavel. Slices of Attention in Asynchronous Video Job Interviews. 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2019, Cambridge, United Kingdom. ⟨hal-02370820⟩
Kevin Elgui, Pascal Bianchi, François Portier, Olivier Isson. Learning Methods for RSSI-based Geolocation: A Comparative Study. 27th European Signal Processing Conference (EUSIPCO), Sep 2019, A Coruña, Spain. ⟨hal-02367908⟩
Alice Cohen-Hadria, Axel Roebel, Geoffroy Peeters. Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentation. 2019 27th European Signal Processing Conference (EUSIPCO), Sep 2019, A Coruna, Spain. pp.1-5, ⟨10.23919/EUSIPCO.2019.8902810⟩. ⟨hal-02457184⟩
Mathieu Fontaine, Aditya Arie Nugraha, Roland Badeau, Kazuyoshi Yoshii, Antoine Liutkus. Cauchy Multichannel Speech Enhancement with a Deep Speech Prior. EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. ⟨hal-02288063⟩
Aidan Meacham, Roland Badeau, Jean-Dominique Polack. Lower Bound on Frequency Validity of Energy-Stress Tensor Based Diffuse Sound Field Model. ICA 2019, Sep 2019, Aachen, Germany. ⟨10.18154/RWTH-CONV-239324⟩. ⟨hal-02288565⟩
Jean-Dominique Polack, Aidan Meacham, Roland Badeau. Generalized formulation of acoustics. Congrès Français de Mécanique, Aug 2019, Brest, France. ⟨hal-02288067⟩
Simon Henriet, Umut Şimşekli, Sérgio Santos, Benoît Fuentes, Gael Richard. Factorisation Matricielle Semi Non-Négative: Applicationà la Décomposition de Consommations Electriques. Colloque francophonede traitement du signal et des images (GRETSI), Aug 2019, Lille, France. ⟨hal-02381367⟩
Tolga Birdal, Umut Şimşekli. Probabilistic Permutation Synchronization using the Riemannian Structure of the Birkhoff Polytope. International Conference on Computer Vision and Pattern Recognition, Jun 2019, Long Beach, United States. ⟨hal-03269089⟩
Robert Gower, Filip Hanzely, Peter Richtárik, Sebastian Stich. Accelerated Stochastic Matrix Inversion: General Theory and Speeding up BFGS Rules for Faster Second-Order Optimization. International Conference on Machine Learning, Jun 2019, Los Angeles, United States. ⟨hal-02365327⟩
Thanh Nguyen, Umut Şimşekli, Gael Richard. Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization. International Conference on Machine Learning (ICML), Jun 2019, Long Beach, United States. ⟨hal-02346147⟩
Robert Gower, Nicolas Loizou, Xun Qian, Alibek Sailanbayev, Egor Shulgin, et al.. SGD: General Analysis and Improved Rates. International Conference on Machine Learning, Jun 2019, Los Angeles, United States. ⟨hal-02365318⟩
Simon Leglaive, Umut Şimşekli, Antoine Liutkus, Laurent Girin, Radu Horaud. Speech enhancement with variational autoencoders and alpha-stable distributions. ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.541-545, ⟨10.1109/ICASSP.2019.8682546⟩. ⟨hal-02005106⟩
Laure Prétet, Romain Hennequin, Jimena Royo-Letelier, Andrea Vaglio. Singing Voice Separation: A Study on Training Data. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2019, Brighton, United Kingdom. pp.506-510, ⟨10.1109/ICASSP.2019.8683555⟩. ⟨hal-02372076⟩
Safa Boudabous, Julian Garbiso, Bertrand Leroy, Stéphan Clémençon, Houda Labiod. Traffic Analysis Based on Bluetooth Passive Scanning. 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring), Apr 2019, Kuala Lumpur, France. pp.1-6, ⟨10.1109/VTCSpring.2019.8746452⟩. ⟨hal-02348262⟩
Pierre Laforgue, Florence d'Alché-Buc, Stéphan Clémençon. Autoencoding any Data through Kernel Autoencoders. AISTATS, Apr 2019, Okinawa, Japan. ⟨hal-02288519⟩
Stéphan Clémençon, Mastane Achab, Anna Korba. Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach.. Algorithmic Learning Theory, Mar 2019, Chicago, United States. ⟨hal-02288552⟩
Léo Hemamou, Ghazi Felhi, Vincent Vandenbussche, Jean-Claude Martin, Chloé Clavel. HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews. Thirty-Third AAAI Conference on Artificial Intelligence, Jan 2019, Honolulu, United States. pp.573-581, ⟨10.1609/aaai.v33i01.3301573⟩. ⟨hal-02370842⟩
Guillaume Doras, Philippe Esling, Geoffroy Peeters. On the use of U-Net for dominant melody estimation in polyphonic music. MMRP 2019, Jan 2019, Milano, Italy. ⟨hal-02457728⟩
Alp Yurtsever, Olivier Fercoq, Volkan Cevher. A Conditional Gradient-Based Augmented Lagrangian Framework. International Conference on Machine Learning, 2019, Long Beach, United States. ⟨hal-02007601⟩
Olivier Fercoq, Ahmet Alacaoglu, Ion Necoara, Volkan Cevher. Almost surely constrained convex optimization. International Conference on Machine Learning, 2019, Long Beach, United States. pp.1910-1919. ⟨hal-02007623⟩
Eugene Ndiaye, Tam Le, Olivier Fercoq, Joseph Salmon, Ichiro Takeuchi. Safe Grid Search with Optimal Complexity. International Conference on Machine Learning, 2019, Long Beach, United States. ⟨hal-01900037⟩
Anna Korba, Alexandre Garcia, Florence d'Alché-Buc. A Structured Prediction Approach for Label Ranking. Nips 2018, Dec 2018, Montreal, Canada. ⟨hal-02371075⟩
Guillaume Ausset, Stéphan Clémençon, François Portier. Machine Learning for Survival Analysis: Empirical Risk Minimization for Censored Distribution-Free Regression with Applications.. NIPS, Workshop ML4H, Dec 2018, Montréal, Canada. ⟨hal-02287991⟩
Mathieu Chambefort, Emilie Chautru, Stéphan Clémençon, Guillaume Poulain, Nicolas Salaun. Signal and Noise Detection using Recurrent Autoencoders on Seismic Marine Data. NIPS, Workshop in Machine Learning for Geophysical & Geochemical Signals, Dec 2018, Montréal, Canada. ⟨hal-02287988⟩
Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel. Disfluencies and Teaching Strategies in Social Interactions Between a Pedagogical Agent and a Student: Background and Challenges. SEMDIAL 2018 (AixDial), The 22nd workshop on the Semantics and Pragmatics of Dialogue, Nov 2018, Aix-en-Provence, France. pp.188-191. ⟨hal-02292437⟩
Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid. Multi-task Feature Learning for EEG-based Emotion Recognition Using Group Nonnegative Matrix Factorization. 2018 26th European Signal Processing Conference (EUSIPCO), Sep 2018, Rome, France. pp.91-95, ⟨10.23919/EUSIPCO.2018.8553390⟩. ⟨hal-02422892⟩
Hamid Jalalzai, Stéphan Clémençon, Anne Sabourin. On Binary Classification in Extreme Regions. NIPS, Sep 2018, Montréal, Canada. ⟨hal-01932813⟩
Magdalena Fuentes, Brian Mcfee, Hélène Crayencour, Slim Essid, Juan Bello. ANALYSIS OF COMMON DESIGN CHOICES IN DEEP LEARNING SYSTEMS FOR DOWNBEAT TRACKING. The 19th International Society for Music Information Retrieval Conference, Sep 2018, Paris, France. ⟨hal-02943467⟩
Stéphan Clémençon, Robin Vogel, Aurélien Bellet. A Probabilistic Theory of Supervised Similarity Learning: Pairwise Bipartite Ranking and Pointwise ROC Curve Optimization. ICML 2018 - Thirty-fifth International Conference on Machine Learning, Jul 2018, Stockholm, Sweden. ⟨hal-02288518⟩
Brian Ravenet, Chloé Clavel, Catherine Pelachaud. Automatic Nonverbal Behavior Generation from Image Schemas. International Conference on Autonomous Agents and Multiagent Systems, Jul 2018, Stockholm, Sweden. ⟨hal-02287759⟩
Alp Yurtsever, Olivier Fercoq, Volkan Cevher, Francesco Locatello. A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming. International Conference on Machine Learning, Jul 2018, Stockholm, Sweden. ⟨hal-02292460⟩
Valentin Barriere, Chloé Clavel, Slim Essid. Attitude Classification in Adjacency Pairs of a Human-Agent Interaction with Hidden Conditional Random Fields. ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Canada. pp.4949-4953, ⟨10.1109/ICASSP.2018.8462160⟩. ⟨hal-02943469⟩
Stéphan Clémençon, François Portier. Beating Monte-Carlo Integration: a Nonparametric Study of Kernel Smoothing Methods. AISTATS, Apr 2018, Lanzarote, Spain. ⟨hal-02287580⟩
Stéphan Clémençon, Anna Korba. On Aggregation in Ranking Median Regression.. ESANN, Apr 2018, Bruges, Belgium. ⟨hal-02288509⟩
Enguerrand Gentet, Bertrand David, Sébastien Denjean, Gael Richard, Vincent Roussarie. Optimisation d’un critère d’Intelligibilité de la Parole dans un Contexte Bruité Automobile. CFA 2018, Apr 2018, Le Havre, France. ⟨hal-02287919⟩
Stéphan Clémençon, Safa Boudabous, Ons Jelassi, Mariona Caros Roca. A secure IoT architecture for streaming data analysis and anomaly detection. 1st International Workshop on Security and Privacy for the Internet-of-Things, Apr 2018, Orlando, Florida, United States. ⟨hal-02287945⟩
Brahim Khalil Abid, Robert M. Gower. Greedy stochastic algorithms for entropy-regularized optimal transport problems. Proceedings of the 21th International Conference on Artificial Intelligence and Statistics, Apr 2018, Lanzarote, Spain. ⟨hal-02287764⟩
Simon Henriet, Umut Şimşekli, Gael Richard, Benoît Fuentes. Energy Disaggregation for Commercial Buildings: A Statistical Analysis. », International Workshop on Non-Intrusive Load Monitoring (NILM2018), Mar 2018, Austin, Tx, United States. ⟨hal-02288000⟩
Luisa Brinkschulte, Natascha Mariacher, Stephan SchlÖgl, Maria Ines Torres, Raquel Justo, et al.. The EMPATHIC Project: Building an Expressive, Advanced Virtual Coach to Improve Independent Healthy-Life-Years of the Elderly. Smarter Lives 18, Feb 2018, Insbrück, Austria. pp.36-52. ⟨hal-02287951⟩
Olivier Fercoq. Convergence Speed of a Primal-Dual Coordinate Descent Method. KAUST Research Workshop on Optimization and Big Data, Feb 2018, Tuwal, Saudi Arabia. ⟨hal-02288522⟩
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Duong, Patrick Pérez, et al.. Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. CVPR Workshop, 2018, Salt Lake city, United States. ⟨hal-02713307⟩
Irina Maslowski, Delphine Lagarde, Chloé Clavel. In-the-wild chatbot corpus: from opinion analysis to interaction problem detection. ICNLSSP 2017, Dec 2017, Casablanca, Morocco. pp.115-120. ⟨hal-02288505⟩
Stéphan Clémençon, Anna Korba, Eric Sibony. Ranking Median Regression: Learning to Order through Local Consensus. NIPS Workshop DISCML 2017, Dec 2017, Longbeach, United States. ⟨hal-02287629⟩
Stéphan Clémençon, Mastane Achab. Continuous Ranking trough Oriented Recursive Partitions. NIPS, Dec 2017, Longbeach, United States. ⟨hal-02287581⟩
Ahmet Alacaoglu, Quoc Tran-Dinh, Olivier Fercoq, Volkan Cevher. Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization. Conference on Neural Information Processing Systems, Dec 2017, Long Beach, United States. ⟨hal-02288504⟩
Atef Ben-Youssef, Chloé Clavel, Slim Essid, Miriam Bilac, Marine Chamoux, et al.. UE-HRI: a new dataset for the study of user engagement in spontaneous human-robot interactions. the 19th ACM International Conference, Nov 2017, Glasgow, France. pp.464-472, ⟨10.1145/3136755.3136814⟩. ⟨hal-02943475⟩
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Quang-Khanh-Ngoc Duong, Patrick Perez, et al.. Guiding Audio Source Separation by Video Object Information. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States. ⟨hal-02287698⟩
Brian Ravenet, Chloé Clavel, Catherine Pelachaud. The potential of Image Schemas for computing automatically metaphoric gestures for embodied conversational agents. European Symposium Series on Multimodal Communication, Oct 2017, Bielefeld, Germany. ⟨hal-02287731⟩
Tahar Nabil, François Roueff, Jean-Marc Jicquel, Alexandre Girard. Identification of a thermal building model by learning the dynamics of the solar flux. Machine Learning for Signal Processing Workshop (MLSP), Sep 2017, Tokyo, Japan. ⟨hal-02288492⟩
Tahar Nabil, Eric Moulines, Jean-Marc Jicquel, Alexandre Girard, Christian Lajaunie. Méthode de Monte Carlo à dynamique hamiltonienne pour estimation d'un modèle thermique de bâtiment. XXVIe colloque GRETSI, Sep 2017, Juan-les-Pins, France. ⟨hal-02287621⟩
Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade. Max K-armed Bandits: On EstremeHunter and an Alternative Approach. ECML, Sep 2017, Skopje, Macedonia. ⟨hal-02287481⟩
Caroline Langlet, Chloé Clavel. A Web-Based Platform for Annotating Sentiment-Related Phenomena in Human-Agent Conversations.. International Conference on Intelligent Virtual Agents, Sep 2017, Stockholm, Sweden. ⟨hal-01580091⟩
Stéphan Clémençon. Machine-Learning Meets Extreme Value Theory. Annual Conference of the German Statistical Society, Sep 2017, Rostock, Germany. ⟨hal-02287918⟩
Anne-Claire Conneau, Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid. EMOEEG: A new multimodal dataset for dynamic EEG-based emotion recognition with audiovisual elicitation. 2017 25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.738-742, ⟨10.23919/EUSIPCO.2017.8081305⟩. ⟨hal-02422947⟩
Rahul Mourya, André Ferrari, Rémi Flamary, Pascal Bianchi, Cédric Richard. Distributed Approach for Deblurring Large Images with Shift-Variant Blur. 2017 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. ⟨10.23919/EUSIPCO.2017.8081653⟩. ⟨hal-02365713⟩
Slim Essid. Matrix Co-Factorisation and Applications to Music Analysis. Machine Learning for Music Discovery Workshop, International Conference on Machine Learning (ICML) 2017, Aug 2017, Sydney, Australia. ⟨hal-02287881⟩
Valentin Barriere, Chloé Clavel, Slim Essid. Opinion Dynamics Modeling for Movie Review Transcripts Classification with Hidden Conditional Random Fields. Interspeech 2017, Aug 2017, Stockholm, Sweden. ⟨hal-02287607⟩
Varun Jain, Chloé Clavel, Catherine Pelachaud. Beat gesture prediction using prosodic features. 3rd International Workshop on Virtual Social Interaction (VSI 2017), Jul 2017, Bielefeld, Germany. ⟨hal-01567617⟩
Gabriela Ciolek, P. Bertail. Concentration inequalities for Harris recurrent Markov chains. The 39th Conference on Stochastic Processes and their Applications, Jul 2017, Moscow, Russia. ⟨hal-02288511⟩
Stéphan Clémençon, Alexandre Gramfort, Anne Sabourin, Albert Thomas. Empirical Minimum Volume Set on the Sphere: A Canonical Anomaly Detection Method. AISTATS, Jun 2017, Fort Lauderdale, United States. ⟨hal-02288463⟩
Stéphan Clémençon, Anna Korba, Eric Sibony. A Learning Theory of Ranking Aggregation. AISTATS, Jun 2017, Fort Lauderdale, United States. ⟨hal-02287480⟩
Stéphan Clémençon. Critical Regions for Anomaly Detection via Empirical MV-sets on the Sphere. EVA 2017, Jun 2017, Delft, Netherlands. ⟨hal-02288535⟩
Adrien Nouvellet, Florence d'Alché-Buc, Valérie Beaudouin, Christophe Prieur, François Roueff. A quantitative analysis of digital library user behaviours based on access logs. QQML 2017, May 2017, Limerick, Ireland. ⟨hal-02287829⟩
Gabriela Ciolek. Bootstrapping periodically autoregressive models. Journée annuelle de la Chaire Machine Learning for Big Data, May 2017, Paris, France. ⟨hal-02287799⟩
Gabriela Ciolek, P. Bertail. Sharp Bernstein and Hoeffding type inequalities for regenerative Markov chains. Les probabilités de demain, May 2017, Bures-sur-Yvette, France. ⟨hal-02287800⟩
Zheng Wen, Sumeet Kataryia, Bratislav Kveton, Csaba Szepesvari, Claire Vernade. Stochastic Rank-1 Bandits. AISTATS, May 2017, Fort Lauderdale, United States. ⟨hal-02287915⟩
Stéphan Clémençon, Gabriela Ciolek, P. Bertail. Concentration inequalities for regenerative and Harris recurrent Markov chains with applications to statistical learning.. Séminaire généraliste de l'équipe de Probabilités et Statistiques, May 2017, Nancy, France. ⟨hal-02287763⟩
Joon Kwon, Vianney Perchet, Claire Vernade. Sparse Stochastic Bandits. COLT, May 2017, Amsterdam, Netherlands. ⟨hal-02287913⟩
Csaba Szepesvari, Bratislav Kveton, Sumeet Katariya, Claire Vernade. Bernoulli Rank-1 Bandits for Click Feedback. IJCAI, May 2017, Sidney, Australia. ⟨hal-02287914⟩
Catherine Taleb, Laurence Likforman-Sulem, Maha Khachab, Chafic Mokbel. Feature selection for an improved Parkinson's disease identification based on handwriting. 2017 1st International Workshop on Arabic Script Analysis and Recognition (ASAR 2017), Apr 2017, Nancy, France. pp.52-56, ⟨10.1109/ASAR.2017.8067759⟩. ⟨hal-02395677⟩
Victor Bisot, Slim Essid, Gael Richard. Overlapping sound event detection with supervised Nonnegative Matrix Factorization. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, France. pp.31-35, ⟨10.1109/ICASSP.2017.7951792⟩. ⟨hal-02713341⟩
Slim Essid. Nonnegative Matrix Factorisation for multimodal data analysis. Dipartimento di Elettronica, Informazione e Bioingegeria (DEIB), Politecnico di Milano, Feb 2017, Milan, Italy. ⟨hal-02288528⟩
Gabriela Ciolek. Uniform bootstrap central limit theorems for Harris chains. Séminaire de statistique d'AgroParisTech, Jan 2017, Paris, France. ⟨hal-02287762⟩
Tom Dupré La Tour, Yves Grenier, Alexandre Gramfort. Parametric models of phase-amplitude coupling in neural time series. BASP, Jan 2017, Villars-sur-Ollon, Switzerland. ⟨hal-02287880⟩
Pascal Bianchi, Olivier Fercoq. Using big steps in coordinate descent primal-dual algorithms. IEEE 55th Conference on Decision and Control (CDC), Dec 2016, Las Vegas, NV, United States. pp.1895-1899, ⟨10.1109/CDC.2016.7798541⟩. ⟨hal-01497087⟩
Stéphan Clémençon, P. Bertail, Guillaume Papa. Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers. ACML, Dec 2016, Hamilton, New Zealand. ⟨hal-02287361⟩
Romain Brault, Néhémy Lim, Florence d'Alché-Buc. Scaling up Vector Autoregressive Models With Operator-Valued Random Fourier Features. 2nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD 2016), Sep 2016, Riva Del Garda, Italy. ⟨hal-02288472⟩
Slim Essid. Audio and Brain Research at Telecom ParisTech. Hearing Seminar of the Center for Computer Research in Music and Acoustics (CCRMA), Stanford University, Sep 2016, Stanford, United States. ⟨hal-02287866⟩
Victor Bisot, Romain Serizel, Slim Essid, Gael Richard. SUPERVISED NONNEGATIVE MATRIX FACTORIZATION FOR ACOUSTIC SCENE CLASSIFICATION. IEEE international evaluation campaign on detection and classification of acousitc scenes and events (DCASE 2016), Sep 2016, Budapest, Hungary. ⟨hal-02943480⟩
Thomas Janssoone, Chloé Clavel, Kévin Bailly, Gael Richard. Using Temporal Association Rules For the synthesis of Embodied Conversational Agent With a specific stance.. International Conference on Intelligent Virtual Agents, Sep 2016, Los Angeles, United States. ⟨hal-02287401⟩
Simon Durand, Juan P. Bello, Bertrand David, Gael Richard. Feature Adapted Convolutional Neural Networks for Downbeat Tracking. ICASSP 2016, Sep 2016, Shanghai, China. ⟨hal-02287268⟩
Maël Chiapino, Anne Sabourin. Feature clustering for extreme events analysis, with application to extreme stream-flow data. ECML workshop "New Frontiers in Mining Complex Patterns", Sep 2016, Riva del guarda, Italy. ⟨hal-02287455⟩
Pascal Bianchi, Walid Hachem, Adil Salim. Building Stochastic Optimization Algorithms with Random Monotone Operators. Eucco, Sep 2016, Leuven, Belgium. ⟨hal-02287356⟩
Céline Meillier, Pascal Bianchi, Walid Hachem. Two distributed algorithms for the deconvolution of large radio-interferometric multispectral images. Eusipco, Sep 2016, Budapest, Hungary. ⟨hal-02412199⟩
Simon Durand, Slim Essid. Downbeat Detection with Conditional Random Fields and Deep Learned Features. International Society for Music Information Retrieval (ISMIR), Aug 2016, New York City, United States. pp.386-392. ⟨hal-02288480⟩
Edgard Chammas, Chafic Mokbel, Laurence Likforman-Sulem. Exploitation de l'échelle d'écriture pour améliorer la reconnaissance automatique des textes manuscrits arabes. CIFED 2016, Aug 2016, Toulouse, France. ⟨hal-02412202⟩
Slim Essid. Research on Nonnegative Matrix Factorisation at Telecom ParisTech. Spotify Research Seminar, Aug 2016, New York, United States. ⟨hal-02288525⟩
Bogdan Cirstea, Laurence Likforman-Sulem. Tied Spatial Transformer Networks for Digit Recognition. ICFHR, Aug 2016, Shenzen, China. ⟨hal-02287387⟩
Bogdan Cirstea, Laurence Likforman-Sulem. Improving a deep convolutional neural network architecture for character recognition. Document Recognition and Retrieval, Aug 2016, San Francisco, United States. ⟨hal-02412201⟩
Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon. Un algorithme de Gossip pour l’optimisation décentralisée de fonctions sur les paires. Cap 2016 - Conférence sur L'apprentissage automatique, Jul 2016, Marseille, France. ⟨hal-02287368⟩
Albert Thomas, Alexandre Gramfort, Stéphan Clémençon. Learning Hyperparameters for Unsupervised Anomaly Detection.. Conférence sur L'apprentissage automatique - Cap 2016, Jul 2016, Marseille, France. ⟨hal-02287369⟩
Olivier Cappé, Claire Vernade. Modèle de distraction pour la sélection séquentielle de contenu. Journées de Statistiques, Jun 2016, Montpellier, France. ⟨hal-02287453⟩
Thomas Janssoone, Chloé Clavel, Kévin Bailly, Gael Richard. Analyse et reconnaissance multimodale de signaux sociaux : application à la synthèse d’attitudes sociales d’un agent conversationnel animé. WACAI, Jun 2016, Brest, France. ⟨hal-02287370⟩
Albert Thomas, Vincent Feuillard, Alexandre Gramfort, Stéphan Clémençon. Learning Hyperparameters for Unsupervised Anomaly Detection.. ICML, Anomaly Detection Workshop, Jun 2016, NYC, United States. ⟨hal-02287367⟩
J. Fernando Sánchez-Rada, Bjorn Schüller, Viviana Patti, Chloé Clavel. Linked Data Models for Emotion and Sentiment Analysis W3C Community Group. LREC 2016 Workshop Emotion and Sentiment Analysis., May 2016, Portorož, Slovenia. ⟨hal-02412204⟩
Romain Serizel, Slim Essid, Gael Richard. Group Non-Negative Matrix Factorisation With Speaker And Session Similarity Constraints For Speaker Identification. IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2016, Shangai, China. ⟨hal-01393968⟩
Anne Sabourin. Dimension reduction in multivariate extremes. THIRD CONFERENCE OF THE INTERNATIONAL SOCIETY FOR NONPARAMETRIC STATISTICS (ISNPS), Mar 2016, Avignon, France. ⟨hal-02287863⟩
Romain Serizel, Slim Essid, Gael Richard. Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification. ICASSP, Mar 2016, Shangai, China. pp.5470 - 5474. ⟨hal-02288453⟩
Victor Bisot, Romain Serizel, Slim Essid, Gael Richard. Acoustic scene classification with matrix factorization for unsupervised feature learning. ICASSP, Mar 2016, Shangai, China. ⟨hal-02287267⟩
Karan Nathwani, Morgane Daniel, Gael Richard, Bertrand David, Vincent Roussarie. Formant shifting for speech Intelligibility improvement in car noise environment. ICASSP, Mar 2016, Shanghai, China. ⟨hal-02287313⟩
François Roueff. Posterior consistency for partially-observed Markov models. Processus, Feb 2016, CIRM, Luminy, France. ⟨hal-02287438⟩
François Roueff. Estimation consistante du paramètre d'un modèle de Markov partiellement observé. Séminaire de Mathématiques Appliquées de l'université de Nantes, Feb 2016, Nantes, France. ⟨hal-02288523⟩
Slim Essid. Très brève introduction au Machine Learning. Conference debat du Corps des Mines, Jan 2016, Paris, France. ⟨hal-02287867⟩
Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gael Richard. Using temporal association rules for the synthesis of embodied conversational agents with a specific stance. The Sixteenth International Conference on Intelligent Virtual Agents (IVA 2016), 2016, Los Angeles, United States. pp.1-14, ⟨10.1007/978-3-319-47665-0_16⟩. ⟨hal-03181846⟩
Eugène Ndiaye, Olivier Fercoq, Alexandre Gramfort, Joseph Salmon. GAP Safe screening rules for sparse multi-task and multi-class models. Conference on Neural Information Processing Systems, Dec 2015, Montréal, Canada. ⟨hal-02287197⟩
Stéphan Clémençon, Eric Sibony, Anna Korba. Multiresolution analysis for the statistical analysis of incomplete rankings. NIPS 2015 - Workshop on Multiresolution Methods for Large Scale Learning, Dec 2015, Montreal, Canada. ⟨hal-02287282⟩
Hequn Bai, Laurent Daudet, Gael Richard. Geometric-Based Reverberator Using Acoustic Rendering Networks. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2015, New Paltz, New York, United States. ⟨hal-02287206⟩
Pascal Bianchi. On the convergence of a stochastic proximal point algorithm. CAMSAP, Oct 2015, Cancun, Mexico. ⟨hal-02412178⟩
Victor Bisot, Slim Essid, Gael Richard. Hog and Subband power distribution image features for acoustic scene classification. EUSIPCO, Sep 2015, Nice, France. pp.719-723. ⟨hal-02287266⟩
Rachel Bittner, Justin Salamon, Slim Essid, Juan Bello. MELODY EXTRACTION BY CONTOUR CLASSIFICATION. International Conference on Music Information Retrieval (ISMIR), Sep 2015, Malaga, Spain. ⟨hal-02943532⟩
Adrien Nouvellet, François Roueff, Maurice Charbit, Alexis Le Pichon. Calibration du test de rapport de vraisemblance généralisé pour la détection d’une onde plane traversant un réseau de capteurs. Gresti, Sep 2015, Lyon, France. ⟨hal-02287216⟩
Simon Leglaive, Roland Badeau, Gael Richard. A priori probabiliste anéchoïque pour la séparation sous-déterminée de sources sonores en milieu réverbérant. Colloque GRETSI, Sep 2015, Lyon, France. ⟨hal-01206808⟩
Caroline Langlet, Chloé Clavel. Adapting sentiment analysis to face-to-face human-agent interactions: from detection to evaluation issues. ACII 2015, Aug 2015, Qian, China. ⟨hal-01259917⟩
Sabrina Campano, Caroline Langlet, Nadine Glas, Chloé Clavel, Catherine Pelachaud. An ECA expressing appreciations.. In Workshop on Engagement in Human Computer Interaction, ACII., Aug 2015, Qian, China. ⟨hal-01259936⟩
Paul Magron, Roland Badeau, B. David. Phase reconstruction of spectrograms with linear unwrapping: application to audio signal restoration. EUSIPCO, Aug 2015, Nice, France. ⟨hal-01206804⟩
Anne Sabourin. Extreme Value Theory for Upper Semicontinuous Processes. 2015 IMS-China International Conference on Statistics and Probability, Jul 2015, Kunming, China. ⟨hal-02287864⟩
Anne Sabourin. Dimension reduction in multivariate extremes Application to anomaly detection. Extreme Value Analysis, Jun 2015, Ann Arbor, United States. ⟨hal-02287865⟩
Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, et al.. Laughing with a Virtual Agent. AAMAS, May 2015, Istanbul, Turkey. ⟨hal-02412122⟩
Sabrina Campano, Chloé Clavel, C. Pelachaud. “I like this painting too”: when an ECA shares appreciations to engage users. 14th International Conference on Autonomous Agents and Multiagent Systems AAMAS'15, May 2015, Istanbul, Turkey. ⟨hal-02412126⟩
Slim Essid. Introduction à la factorisation en matrices positives. Journée Télécom-UPS "Le numérique pour tous", May 2015, Paris, France. ⟨hal-02287868⟩
Camila de Andrade Scatolini, Gael Richard, Benoît Fuentes. Multipitch estimation using a PLCA-based model: Impact of partial user annotation. ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, South Brisbane, France. pp.186-190, ⟨10.1109/ICASSP.2015.7177957⟩. ⟨hal-02713516⟩
Stéphan Clémençon, Sylvain Robbiano. An Ensemble Learning Technique for Multipartite Ranking. ESANN 2015, Apr 2015, Bruges, Belgium. ⟨hal-02286986⟩
Thomas Fillon, C. Joder, Simon Durand, Slim Essid. A conditional random field system for beat tracking. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. ⟨hal-02288433⟩
Simon Durand, Juan P. Bello, Bertrand David, Gael Richard. Downbeat tracking with multiple features and deep neural networks. ICASSP 2015, Apr 2015, Brisbane, Australia. ⟨hal-02287003⟩
Romain Serizel. A brief introduction to deep neural networks and their application to automatic speech recognition. Séminaire de l'équipe Perception, Feb 2015, Grenoble, France. ⟨hal-02287014⟩
Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, et al.. LOL - Laugh Out Loud. AAAI, Jan 2015, Austin, United States. ⟨hal-02412124⟩
Slim Essid. Nonnegative matrix Factorisation for Audiovisual Document Analysis. Seminaire Traitement du Langage Parle, LIMSI, 2015, Orsay, France. ⟨hal-02287882⟩
Edgard Chammas, Chafic Mokbel, Laurence Likforman-Sulem. Arabic handwritten document preprocessing and recognition. ICDAR 2015, Jan 2015, Nancy, France. ⟨hal-02412189⟩
Franck Iutzeler, Pascal Bianchi, Philippe Ciblat, Walid Hachem. Linear Convergence Rate for Distributed Optimization with the Alternating Direction Method of Multipliers. CDC, Dec 2014, Los Angeles, United States. ⟨hal-02412076⟩
Stéphan Clémençon, P. Bertail, Charles Tillier. Extreme values statistics for Markov chains with applications to Finance and Insurance. Extreme Events in Finance, Dec 2014, ROYAUMONT, ASNIÈRES SUR OISE, France. ⟨hal-02286984⟩
Gennaro Cordasco, Anna Esposito, Pierrick Milhorat, Stephan SchlÖgl, Gianni Pelosi, et al.. Assessing Voice User Interfaces: the vAssist System Prototype.. IEEE Conf. on Cognitive InfoCommunications, Nov 2014, Vietri sul Mare, Italy. ⟨hal-02287391⟩
Sabrina Campano, Nadine Glas, Caroline Langlet, C. Pelachaud, Chloé Clavel. Alignement par Production d'Hétéro-Répétitions chez un ACA. Workshop Affect, Compagnon Artificiel, Interaction, Oct 2014, Rouen, France. pp.18-23. ⟨hal-02412089⟩
Sabrina Campano, Jessica Durand, Chloé Clavel. Comparative Analysis of verbal alignment in human-human and human-agent interactions. Language Resources and Evaluation Conference, Oct 2014, Reykjavik, Iceland. pp.4415-4422. ⟨hal-02412088⟩
Olivier Cappé. Rank-based test statistics for detecting anomalies in network traffic data. Time Dynamic Change Point Models and its Applications Wokshop, Oct 2014, Goettingen, Germany. ⟨hal-02288424⟩
Anne Sabourin. Multivariate extremes with censored data: how Dirichlet mixtures can help. 2014 Joint Statistical Meetings (JSM), Aug 2014, Boston, United States. ⟨hal-02288524⟩
Gersende Fort. Monte Carlo methods for sampling-based Optimization methods. Distributed and Stochastic Optimization, Jul 2014, Nice, France. ⟨hal-02288422⟩
Caroline Langlet, Chloé Clavel. Modélisation des questions de l’agent pour l’analyse des affects, jugements et appréciations de l’utilisateur dans les interactions humain-agent. TALN 2014, Jul 2014, Marseille, France. pp.480-484. ⟨hal-02286982⟩
Slim Essid, Alexey Ozerov. A tutorial on Nonnegative Matrix Factorisation with applications to audiovisual content analysis. Tutorial at ICME 2014, Jul 2014, Chengdu, China. ⟨hal-02287869⟩
Gersende Fort. Sampling Multimodal densities on large dimensional spaces. International Conference "7the Journées de Statistique du Sud", Jun 2014, Barcelone, Spain. ⟨hal-02286898⟩
Thierry Guillemot, Andrés Almansa, Tamy Boubekeur. Covariance Trees for 2D and 3D Processing. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2014, Colombus, United States. pp.556-563, ⟨10.1109/CVPR.2014.78⟩. ⟨hal-01117099v2⟩
Camille Dutrey, Sophie Rosset, Martine Adda-Decker, Chloé Clavel, I. Vasilescu. Disfluences dans la parole spontanée conversationnelle: détection automatique utilisant des indices lexicaux et acoustiques. Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 2: TALN, pages 359–366, Jun 2014, Grenoble, France. ⟨hal-02412090⟩
Tepmony Sim. Identifiability conditions for partially-observed Markov chains. 11th International Vilnius Conference on Probability Theory and Mathematical Statistics, Jun 2014, Vilnius, Lithuania. ⟨hal-02288448⟩
N. Seichepine, Slim Essid, C. Fevotte, O. Cappe. Piecewise constant nonnegative matrix factorization. ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2014, Florence, France. pp.6721-6725, ⟨10.1109/ICASSP.2014.6854901⟩. ⟨hal-02943536⟩
Anne-Claire Conneau, Slim Essid. Assessment of new spectral features for eeg-based emotion recognition.. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. ⟨hal-02287334⟩
Caroline Langlet, Chloé Clavel. Modelling user’s attitudinal reactions to the agent utterances: focus on the verbal content. 5th International Workshop on Emotion, Social Signals, Sentiment & Linked Open Data. Satellite of LREC 2014, May 2014, REYKJAVIK, Iceland. ⟨hal-02286981⟩
Simon Durand, Bertrand David, Gael Richard. Enhancing downbeat detection when facing different music styles. ICASSP, May 2014, Florence, Italy. pp.3152-3156. ⟨hal-02286904⟩
Giorgio Presti, Davide Andrea Mauro. Sound source modeling and separation in stereophonic mixtures: a PAN-driven approach generalizing ADRes. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Firenze, Italy. ⟨hal-02286761⟩
Nicolás López, Yves Grenier, Gael Richard, Ivan Bourmeyster. Single Channel Reverberation Suppression Based on Sparse Linear Prediction. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6854591⟩. ⟨hal-02286852⟩
Stéphan Clémençon, Charanpal Dhanjal. A stochastic graph-based model for epidemics. SDM14-Networks, Apr 2014, Philadelphia, United States. ⟨hal-02288393⟩
Davide Andrea Mauro. A Binaural Spatialization System for 3D Audio Immersive Communication in Virtual Networked Environments. EAA Joint Symposium on Auralization and Ambisonics 2014, Apr 2014, Berlin, Germany. ⟨hal-02286760⟩
Gersende Fort. Méthodes de Monte Carlo par Chaînes de Markov Adaptatives. Séminaire Statistique des sommets de Rochebrune, Apr 2014, Mégève, France. ⟨hal-02287056⟩
P. Bianchi, W. Hachem, Franck Iutzeler. A Stochastic Coordinate Descent Primal-Dual Algorithm And Applications. IEEE MLSP, 2014, Reims, France. ⟨hal-02412123⟩
Gael Richard. Informed Audio source Separation. AES International Conference on Semantic Audio, 2014, Londres, United Kingdom. ⟨hal-02713605⟩
Nathaniel Korda, Emilie Kaufmann, Rémi Munos. Thompson Sampling for one-dimensial exponential family bandits. NIPS 2013 - Neural Information Processing Systems Conference, Dec 2013, Lake Tahoe, United States. ⟨hal-02288407⟩
Slim Essid. Multimodal Signal Analysis at Telecom ParisTech. Seminaire scienti\unmatchedfb01que de Technicolor R&D, Dec 2013, Rennes, France. ⟨hal-02288526⟩
Sébastien Fenet, Yves Grenier, Gael Richard. An Extended Audio-Fingerprint Method with Capabilities for Similar Music Detection. ISMIR, Nov 2013, Curitiba, Brazil. pp.569-574. ⟨hal-02286820⟩
Aymeric Masurelle, Slim Essid, Gael Richard. MULTIMODAL CLASSIFICATION OF DANCE MOVEMENTS USING BODY JOINT TRAJECTORIES AND STEP SOUNDS. International Workshop on Image and Audio Analysis for Multimedia Interactive Services WIAMIS, Nov 2013, Paris, France. pp.1-4, ⟨10.1109/WIAMIS.2013.6616151⟩. ⟨hal-00904461⟩
Hequn Bai, Gael Richard, Laurent Daudet. Modeling Early Relections Using a Radiance Transfer Method. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2013), Oct 2013, New Paltz, United States. ⟨10.1109/WASPAA.2013.6701841⟩. ⟨hal-02286888⟩
François Rigaud, Angelique Dremeau, B. David, Laurent Daudet. A Probabilistic Line Spectrum Model for Musical Instrument Sounds and its Application to Piano Tuning Estimation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2013, New Paltz NY, United States. ⟨hal-02288384⟩
Giorgio Presti, Davide Andrea Mauro. Continuous Brightness Estimation (CoBE): Implementation and its Possible Applications. CMMR, Oct 2013, Marseille, France. pp.8. ⟨hal-02286759⟩
Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid. Nonnegative Tensor Factorization for Single-Channel EEG Artifact Rejection. IEEE International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom. ⟨hal-02288386⟩
Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé. Co-factorisation douce en matrices non-négatives. Application au regroupement multimodal de locuteurs. GRETSI, Sep 2013, Brest, France. ⟨hal-02286798⟩
Davide Andrea Mauro, Rufael Mekuria, Michele Sanna. Binaural Spatialization for 3D immersive audio communication in a virtual world. AudioMostly, Sep 2013, Pitea, Sweden. pp.8. ⟨hal-02288381⟩
Messaoud Thameri, Karim Abed-Meraim, A. Belouchrani. ROBUST SUBSPACE TRACKING IN ALPHA-STABLE NOISE ENVIRONMENTS. EUSIPCO, Sep 2013, Marrakech, Morocco. ⟨hal-02286644⟩
Nicolás López, Mounira Maazaoui, Yves Grenier, Gael Richard, Ivan Bourmeyster. Does dereverberation help multichannel blind source separation? A study case. European Signal Processing Conference (EUSIPCO), Sep 2013, Marrakech, Morocco. ⟨hal-02286737⟩
Alireza Roodaki, Rémi Bardenet, Olivier Cappé, Balazs Kegl. Detection and estimation of high energy physical particles using Monte Carlo methods. Colloque du GRETSI, Sep 2013, Brest, France. ⟨hal-02287064⟩
Ndeye Dieng, Maurice Charbit, Claude Chaudet, Taieb Ben Meriem, Laurent Toutain. Indoor Localization in Wireless Networks based on a Two-modes Gaussian Mixture Model. IEEE 78th Vehicular Technology Conference (VTC 2013 Fall), Sep 2013, Las Vegas, United States. ⟨hal-02288421⟩
Christophe Giraud, François Roueff, Andrés Sánchez Pérez. Adaptive online forecasting of a locally stationary time varying autoregressive process. Statistical Inference for Complex Time Series Dat, Sep 2013, Oberwolfach, Germany. pp.53-56, ⟨10.4171/OWR/2013/48⟩. ⟨hal-01026582⟩
Chloé Clavel, Catherine Pelachaud, Magalie Ochs. User’s sentiment analysis in face-to-face human-agent interactions - prospects. Workshop on Affective Social Signal Computing, Satellite of Interspeech, Aug 2013, Grenoble, France. ⟨hal-02412011⟩
Cristina Oprean, Laurence Likforman-Sulem, A. Popescu-Belis, Chafic Mokbel. Using the World Wide Web for creating dynamic dictionaries in handwritten out-of-vocabulary word recognition. ICDAR 2013, Aug 2013, Washington, United States. ⟨hal-02412002⟩
Olivier Morillot, Laurence Likforman-Sulem, Emmanuèle Grosicki. Comparative study of HMM and BLSTM segmentation-free approaches for the recognition of handwritten text-lines. ICDAR 2013, Aug 2013, Washington, United States. ⟨hal-02412003⟩
Amandine Schreck. A Bayesian method for sprase regression. 9th IMACS Seminar on Monte Carlo Methods, Jul 2013, Annecy-le-Vieux, France. ⟨hal-02286863⟩
Davide Andrea Mauro, N. E. O'Connor, David Monaghan, Marc Gowing, Philipp Fechteler, et al.. Advancements and challenges towards a collaborative framework for 3D Tele-immersive Social Networking. Hot3d, Jul 2013, San Jose, California, United States. pp.2. ⟨hal-02286722⟩
Emilie Kaufmann, Shivaram Kalyanakrishnan. Information Complexity in Bandit Subset Selection. Conference On Learning Theory, Jun 2013, Princeton, United States. ⟨hal-02288406⟩
Andrea Martelloni, Davide Andrea Mauro, Antonio Mancuso. Further evidences of the contribution of the ear canal to directional hearing: design of a compensation filter. ICA, Jun 2013, Montreal, Canada. pp.5, ⟨10.1121/1.4799649⟩. ⟨hal-02286498⟩
B. David, M. Campedel, S. Lemarchand, Michel Grojnowski, Patrick Bellot. Le projet PACT : créer les conditions pour apprendre la collaboration. QPES, Question de pédagogie dans l'enseignement supérieur, Jun 2013, Sherbrooke, Canada. pp.155-162. ⟨hal-02286802⟩
Philipp Fechteler, Peter Eisert, Anna Hilsmann, Davide Andrea Mauro, Sigurd Broeck, et al.. A Framework for Realistic 3D Tele-Immersion. MIRAGE 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications, Jun 2013, Berlin, Germany. pp.8, ⟨10.1145/2466715.2466718⟩. ⟨hal-02286689⟩
N. Seichepine, Slim Essid, C. Fevotte, O. Cappe. Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization. ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2013, Vancouver, France. pp.3537-3541, ⟨10.1109/ICASSP.2013.6638316⟩. ⟨hal-02943543⟩
Angelique Dremeau, Slim Essid. Probabilistic dance performance alignment by fusion of multimodal features. IEEE Int’l Conf. on Acoustics, Speech and Signal Processing (ICASSP), May 2013, Vancouver, Canada. ⟨hal-02288353⟩
François Rigaud, Antoine Falaize, B. David, Laurent Daudet. Does Inharmonicity Improve an NMF-Based Piano Transcription Model?. 38th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), May 2013, Vancouver, Canada. pp.11-15. ⟨hal-00856734⟩
Olivier Cappé. Learning with the online EM algorithm. Invited talk at the StatLearn'13 workshop, Apr 2013, Bordeaux, France. ⟨hal-02286569⟩
Davide Andrea Mauro. Audio Convolution on GPUs: a follow-up. AIA-DAGA, Mar 2013, Meran, Italy. pp.4. ⟨hal-02288350⟩
Gersende Fort. Convergence and Efficiency of the Wang-Landau algorithm. Winter School "New directions in Monte Carlo methods", Jan 2013, Gainesville, United States. ⟨hal-02286486⟩
Amandine Schreck. An adaptive version of the equi-energy sampler. 15th Annual Winter Workshop: New Directions in Monte Carlo Methods, Jan 2013, Gainesville, United States. ⟨hal-02288346⟩
Manuel Moussallam, Alexandre Gramfort, Gael Richard, Laurent Daudet. Débruitage Aveugle par Décompositions Parcimonieuses et Aléatoires,. GRETSI, 2013, Brest, France. ⟨hal-02713678⟩
Ban Zheng, François Roueff, Frédéric Abergel. Application of Spread constrained Limit Order Book Hawkes Process to financial high frequency data modelling. Market Microstructure: confronting many viewpoints, Dec 2012, Paris, France. ⟨hal-02286455⟩
Emilie Kaufmann, Nathaniel Korda, Rémi Munos. Thompson Sampling : an asymptotically optimal finite time analysis. International Conference on Algorithmic Learning Theory, Nov 2012, Lyon, France. pp.199-213. ⟨hal-02286442⟩
Nicolas Ballas, Benjamin Labbé, Aymen Shabou, Hervé Le Borgne, Philippe Gosselin, et al.. IRIM - Indexation et Recherche d'Information Multimedia GDR-ISIS. TRECVID, Nov 2012, Gaitherburg, États-Unis. ⟨hal-02411919⟩
Antoine Liutkus, Angélique Drémeau, Dimitrios Alexiadis, Slim Essid, Petros Daras. Analysis of dance movements using gaussian processes. the 20th ACM international conference, Oct 2012, Nara, France. pp.1375, ⟨10.1145/2393347.2396492⟩. ⟨hal-02943555⟩
Thierry Guillemot, Andrés Almansa, Tamy Boubekeur. Non Local Point Set Surfaces. International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT 2012), Oct 2012, Zurich, Switzerland. pp.324-331, ⟨10.1109/3DIMPVT.2012.71⟩. ⟨hal-01117141⟩
Slim Essid, C. Fevotte. Decomposing the video editing structure of a talk-show using nonnegative matrix factorization. 2012 19th IEEE International Conference on Image Processing (ICIP 2012), Sep 2012, Orlando, France. pp.3105-3108, ⟨10.1109/ICIP.2012.6467557⟩. ⟨hal-02943553⟩
Nicolás López, Yves Grenier, Gael Richard, Ivan Bourmeyster. Low variance blind estimation of the reverberation time. 13th International Workshop on Acoustic Signal Enhancement (IWAENC 2012), Sep 2012, Aachen, Germany. ⟨hal-02288328⟩
Gersende Fort. Adaptive and Interacting Monte Carlo methods for Bayesian analysis. Workshop "Big Bang, Big Data, Big Computers", Sep 2012, Paris, France. ⟨hal-02286420⟩
Tatjana Lange, Pavlo Mozharovskyi. The alpha-procedure: a nonparametric invariant method for automatic classification of multi-dimensional objects. Data Analysis, Machine Learning and Knowledge Discovery, Aug 2012, Hildesheim, Germany. ⟨hal-03189248⟩
Tatjana Lange, Karl Mosler, Pavlo Mozharovskyi. DDα-classification of asymmetric and fat-tailed data. Data Analysis, Machine Learning and Knowledge Discovery, Aug 2012, Hildesheim, Germany. ⟨hal-03189251⟩
François Roueff. Some recent results fornon-linear processes with long range dependence. IWAP 2012 (workshop), Aug 2012, Jerusalem, Israel. ⟨hal-02286371⟩
François Rigaud, B. David, Laurent Daudet. Piano Sound Analysis Using Non-negative Matrix Factorization with Inharmonicity Constraint. European Signal Processing Conference, Aug 2012, Bucharest, Romania. pp.2462-2466. ⟨hal-00727398⟩
Sébastien Fenet, Manuel Moussallam, Yves Grenier, Gael Richard, Laurent Daudet. A Framework for Fingerprint-Based Detection of Repeating Objects in Multimedia Streams. EUSIPCO, Aug 2012, Bucharest, Romania. pp.1464-1468. ⟨hal-00731828⟩
Manuel Moussallam, Gael Richard, Laurent Daudet. AUDIO SOURCE SEPARATION INFORMED BY REDUNDANCY WITH GREEDY MULTISCALE DECOMPOSITIONS. European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.2644-2648. ⟨hal-00735234⟩
Messaoud Thameri, Karim Abed-Meraim, Youcef Begriche. Exact Cramer Rao Bound for near field source localization. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), Jul 2012, Montreal, Canada. ⟨hal-02286643⟩
Michelle Horta, H. Sportouche, Florence Tupin, Nicolas Seichepine, J. M. Nicolas, et al.. Change detection in multi-temporal HR SAR images: a hypothesis test-based approach. IGARSS, Jul 2012, Munich, Germany. ⟨hal-02288335⟩
T. Fillon, J. Prado. A flexible multi-resolution time-frequency analysis framework for audio signals. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), Jul 2012, Montreal, Canada. pp.1124-1129, ⟨10.1109/ISSPA.2012.6310459⟩. ⟨hal-00782297⟩
Mounira Maazaoui, Karim Abed-Meraim, Yves Grenier. Adaptive blind source separation with HRTFs beamforming preprocessing and varying number of sources. The seventh IEEE Sensor Array and Multichannel Signal Processing Workshop, Jun 2012, New Jersey, United States. ⟨hal-02286271⟩
Gersende Fort. Adaptive Equi-Energy samplers. ISBA, Jun 2012, Kyoto, Japan. ⟨hal-02288330⟩
Maurice Charbit, Pierre Gaillard, Alexis Le Pichon. Evaluating the performance of infrasound detectors. EGU, Apr 2012, Vienne, Austria. ⟨hal-02288321⟩
Maurice Charbit, Elsa D. Angelini, Stéphane Audiere. Maximum-likelihood estimation of Young's modulus in transient elastography with unknown line-of-sight orientation. IEEE International Symposium on Biomedical Imaging (ISBI), Apr 2012, Barcelona, Spain. pp.1108-1111. ⟨hal-02286296⟩
Edgard Chammas, Chafic Mokbel, R. Al-Hajj Mohamed, Cristina Oprean, Laurence Likforman-Sulem, et al.. Reducing Language Barriers for Tourists Using Handwriting Recognition Enabled Mobile Application. ACTEA'12, Apr 2012, Beyrouth, Lebanon. ⟨hal-02411945⟩
Benjamin Elie, Marthe Curtit, B. David, François Gautier. fulltext access Analysis of mechanical admittance of violins in the mid- frequency range. Acoustics 2012, Apr 2012, Nantes, France. ⟨hal-02286799⟩
Maurice Charbit, Karim Abed-Meraim, G. Blanchet, Alexis Le Pichon, Y. Cansi. OLS vs WLS for DOA Estimation Based on TDOA Estimates: Application to Infrasonic Signals. EGU, Apr 2012, Vienne, Austria. ⟨hal-02286311⟩
Gersende Fort. Stochastic Approximation-based adaptation for Interacting MCMC. Workshop "Advances in Markov chain Monte Carlo", Apr 2012, Edimburgh, United Kingdom. ⟨hal-02286354⟩
Emilie Kaufmann, Olivier Cappé, Aurélien Garivier. On Bayesian Upper Confidence Bounds for Bandit Problems. International Conference on Artificial Intelligence and Statistics (AISTAT), Apr 2012, La Palma, Iles Canaries, Spain. pp.592-600. ⟨hal-02286440⟩
Maksim Khadkevich, Thomas Fillon, Gael Richard, Maurizio Omologo. A probabilistic approach to simultaneous extraction of beats and downbeats. ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, France. pp.445-448, ⟨10.1109/ICASSP.2012.6287912⟩. ⟨hal-02713776⟩
Slim Essid, Dimitrios Alexiadis, Robin Tournemenne, Marc Gowing, Philip Kelly, et al.. AN ADVANCED VIRTUAL DANCE PERFORMANCE EVALUATOR. IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. ⟨hal-02288313⟩
Sylvain Le Corff, Gersende Fort, Eric Moulines. New Online EM algorithms for general Hidden Markov Models. Application to the SLAM problem. LVA-ICA, Mar 2012, Tel-Aviv, Israel. ⟨hal-02286254⟩
Dana Lahat, Jean-François Cardoso, Hagit Messer. Joint block diagonalization algorithms for optimal separation of multidimensional components. Latent variable analysis and signal separation, Mar 2012, Tel Aviv, Israel. pp.155-162, ⟨10.1007/978-3-642-28551-6_20⟩. ⟨hal-02286752⟩
Gersende Fort, Eric Moulines. Parallel Tempering and Interacting Algorithms. Workshop "Challenges and Advances in High Dimensional and High Complexity Monte Carlo Computation and Theory", Mar 2012, Calgary, Canada. ⟨hal-02286355⟩
Slim Essid. A SINGLE-CLASS SVM BASED ALGORITHM FOR COMPUTING AN IDENTIFIABLE NMF. IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. ⟨hal-02278688⟩
Manuel Moussallam, Laurent Daudet, Gael Richard. Random time-frequency Subdictionary design for sparse representation with greedy algorithms. ICASSP, Mar 2012, Kyoto, Japan. pp.3577-3580. ⟨hal-00696187⟩
Ban Zheng. Price jump prediction in limit order book. Quantitative Methods in Finance, Dec 2011, Sydney, Australia. ⟨hal-02286454⟩
Slim Essid, Yves Grenier, Mounira Maazaoui, Gael Richard, Robin Tournemenne. An audio-driven virtual dance-teaching assistant. the 19th ACM international conference, Nov 2011, Scottsdale, France. pp.675, ⟨10.1145/2072298.2072416⟩. ⟨hal-02713825⟩
Marc Gowing, Xinyu Lin, Qianni Zhang, Philip Kell, Noel O'Connor, et al.. Enhanced visualisation of dance performance from automatically synchronised multimodal recordings. The 19th ACM international conference, Nov 2011, Scottsdale, France. pp.667, ⟨10.1145/2072298.2072414⟩. ⟨hal-02943617⟩
Slim Essid, Xinyu Lin, Marc Gowing, Georgios Kordelas, Anil Aksay, et al.. A multimodal dance corpus for research into real-time interaction between humans in online virtual environments. ICMI WORKSHOP ON MULTIMODAL CORPORA FOR MACHINE LEARNING, Nov 2011, Alicante, Spain. ⟨hal-02278689⟩
Cyril Joder, Slim Essid, Gael Richard. Optimizing the mapping from a symbolic to an audio representation for music-to-score alignment. 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2011, New Paltz, France. pp.121-124, ⟨10.1109/ASPAA.2011.6082330⟩. ⟨hal-02943613⟩
Benjamin Elie, François Gautier, B. David, Marthe Curtit. fulltext access Analysis of bridge admittance of plucked string instruments in the high frequency range. Forum Acusticum 2011, Jun 2011, Aalborg, Denmark. ⟨hal-02288387⟩
Cyril Joder, Slim Essid, Gael Richard. Hidden Discrete Tempo Model: A tempo-aware timing model for audio-to-score alignment. ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, France. pp.397-400, ⟨10.1109/ICASSP.2011.5946424⟩. ⟨hal-02714059⟩
Felix Weninger, Jean-Louis Durrieu, Florian Eyben, Gael Richard, Björn Schuller. Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition. ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, France. pp.2196-2199, ⟨10.1109/ICASSP.2011.5946764⟩. ⟨hal-02714095⟩
Stéphan Clémençon. Recent Advances in Ranking. Learning Theory - State of the Art (SMF), May 2011, Paris, France. ⟨hal-02286649⟩
Sébastien Gulluni, Slim Essid, Olivier Buisson, Gael Richard. AN INTERACTIVE SYSTEM FOR ELECTRO-ACOUSTIC MUSIC ANALYSIS. ISMIR, 2011, Miami, United States. ⟨hal-02713906⟩
Sébastien Gulluni, Slim Essid, Olivier Buisson, Gael Richard. Interactive Classification of Sound Objects for Polyphonic Electro-Acoustic Music Annotation. AES Conference, 2011, Ilmenau, Germany. ⟨hal-02713989⟩
Cyril Joder, Slim Essid, Gael Richard. A conditional random field viewpoint of symbolic audio-to-score matching. the international conference, Oct 2010, Firenze, France. pp.871, ⟨10.1145/1873951.1874100⟩. ⟨hal-02747590⟩
Manuel Moussallam, Thomas Fillon, Gael Richard, Laurent Daudet. How sparsely can a signal be approximated while keeping its class identity?. 3rd international workshop, Oct 2010, Firenze, France. pp.25, ⟨10.1145/1878003.1878012⟩. ⟨hal-02747610⟩
Vallet Félicien, Slim Essid, Jean Carrive, Gaël Richard. Descripteurs visuels robustes pour l'identification de locuteurs dans des émissions televisées de talk-shows. Compression et Représentation des Signaux Audiovisuels (CORESA), Oct 2010, Lyon, France. ⟨hal-02943621⟩
Eleni Diamanti, Romain Alléaume, Anthony Leverrier, François Roueff, N. Lutkenhaus, et al.. Quantum cryptography and network security. Updating Quantum Cryptography and Communications Conference (UQCC), Oct 2010, Tokyo, Japan. ⟨hal-02288358⟩
Cyril Joder, Slim Essid, Gael Richard. Approche hiérarchique pour un alignement musique-sur-partition efficace. Compression et Représentation des Signaux Audiovisuels (CORESA), Oct 2010, Lyon, France. ⟨hal-02943620⟩
Félicien Vallet, Slim Essid, Jean Carrive, Gael Richard. Robust visual features for the multimodal identification of unregistered speakers in TV talk-shows. 2010 17th IEEE International Conference on Image Processing (ICIP 2010), Sep 2010, Hong Kong, France. pp.1469-1472, ⟨10.1109/ICIP.2010.5653393⟩. ⟨hal-02747558⟩
N. Sabater, J.-M. Morel, Andrés Almansa, G. Blanchet. Discarding moving objects in quasi-simultaneous stereovision. (ICIP 2010) 17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong, China. pp.2957 - 2960, ⟨10.1109/ICIP.2010.5653500⟩. ⟨hal-02411871⟩
Cyril Joder, Slim Essid, Gael Richard. A comparative study of tonal acoustic features for a symbolic level music-to-score alignment. 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2010, Mar 2010, Dallas, France. pp.409-412, ⟨10.1109/ICASSP.2010.5495784⟩. ⟨hal-02747785⟩
Elsa Dupraz, Gael Richard. Robust frequency-based Audio Fingerprinting. 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2010, Mar 2010, Dallas, France. pp.281-284, ⟨10.1109/ICASSP.2010.5495944⟩. ⟨hal-02747744⟩
Benoît Mathieu, Slim Essid, Thomas Fillon, Jacques Prado, Gael Richard. YAAFE, AN EASY TO USE AND EFFICIENT AUDIO FEATURE EXTRACTION SOFTWARE. ISMIR, 2010, Utrecht, Netherlands. ⟨hal-02747689⟩
Cyril Joder, Slim Essid, Gael Richard. AN IMPROVED HIERARCHICAL APPROACH FOR MUSIC-TO-SYMBOLIC SCORE ALIGNMENT. ISMIR, 2010, Utrecht, Netherlands. ⟨hal-02747659⟩
Simon Bozonnet, Félicien Vallet, Nicholas Evans, Slim Essid, Gael Richard, et al.. A MULTIMODAL APPROACH TO INITIALISATION FOR TOP-DOWN SPEAKER DIARIZATION OF TELEVISION SHOWS. Eusipco, 2010, aalborg, Denmark. ⟨hal-02747730⟩
Cyril Joder, Slim Essid, Gaël Richard. Étude des descripteurs acoustiques pour l'alignement temporel audio-sur-partition musicale. GRETSI, Sep 2009, Dijon, France. ⟨hal-02943624⟩
Sébastien Gulluni, Slim Essid, Olivier Buisson, Gael Richard. Interactive Segmentation of Electro-Acoustic Music. 2nd International Workshop on Machine Learning and Music (MML - ECML - PKDD), Sep 2009, Bled, Slovenia. ⟨hal-02943665⟩
M. Lardeur, S. Essid, Gael Richard, M. Haller, T. Sikora. Incorporating prior knowledge on the digital media creation process into audio classifiers. ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, France. pp.1653-1656, ⟨10.1109/ICASSP.2009.4959918⟩. ⟨hal-03117240⟩
Jean-Louis Durrieu, Gael Richard, David Bertrand. An iterative approach to monaural musical mixture de-soloing. ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, France. pp.105-108, ⟨10.1109/ICASSP.2009.4959531⟩. ⟨hal-03117236⟩
M. Lardeur, Slim Essid, Guy Richard, M. Haller, T. Sikora. Incorporating prior knowledge on the digital media creation process into audio classifiers. ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, France. pp.1653-1656, ⟨10.1109/ICASSP.2009.4959918⟩. ⟨hal-02943669⟩
Cyril Joder, Slim Essid, Gael Richard. Étude des descripteurs acoustiques pour l'alignement temporel audio-sur-partition musicale. Colloque GRETSI, 2009, dijon, France. ⟨hal-03117111⟩
Mathieu Ramona, Gael Richard. Comparison of different strategies for a SVM-based audio segmentation. European Conference on Signal Processing (EUSIPCO), 2009, Glasgow, United Kingdom. ⟨hal-03117109⟩
Jean-Louis Durrieu, Alexey Ozerov, Cédric Févotte, Gael Richard, David Bertrand. Main Instrument Separation from Stereophonic Audio Signals using a Source/Filter Model. European Conference on Signal Processing (EUSIPCO), 2009, Glasgow, United Kingdom. ⟨hal-03117107⟩
Jan Weil, J.-L Durrieu, Gael Richard, Thomas Sikora. AUTOMATIC GENERATION OF LEAD SHEETS FROM POLYPHONIC MUSIC SIGNALS. International Conference on Music Information Retrieval (ISMIR), 2009, Kobe, Japan. ⟨hal-03117232⟩
S Wegener, M Haller, J Burred, T Sikora, Slim Essid, et al.. ON THE ROBUSTNESS OF AUDIO FEATURES FOR MUSICAL INSTRUMENT CLASSIFICATION. 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨hal-02943672⟩
Cyril Joder, Slim Essid, Gaël Richard. ALIGNMENT KERNELS FOR AUDIO CLASSIFICATION WITH APPLICATION TO MUSIC INSTRUMENT RECOGNITION. 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨hal-02943674⟩
Stéphan Clémençon. Extreme Value Statistics for Markov Chains. Statistics for Dependent Data, May 2008, Malakoff, France. ⟨hal-02288368⟩
Stéphan Clémençon. A stochastic epidemic model with contact-tracing. XII-th Congress in Operations Research, Feb 2008, La Havane, Cuba. ⟨hal-02286647⟩
Emmanuel Ravelli, Gael Richard, Laurent Daudet. FAST MIR IN A SPARSE TRANSFORM DOMAIN. International Society for Music Information Retrieval Conference (ISMIR), 2008, Philadelphia, United States. ⟨hal-03153889⟩
Mathieu Ramona, Gael Richard. Segmentation parole/musique par Machinesà Vecteurs de Support. Journées d'Etude de la Parole (JEP), 2008, Avignon, France. ⟨hal-03153896⟩
Emmanuel Ravelli, Gael Richard, Laurent Daudet. MATCHING PURSUIT IN ADAPTIVE DICTIONARIES FOR SCALABLE AUDIO CODING. European Conference on Signal Processing (EUSIPCO), 2008, Lausanne, Switzerland. ⟨hal-03153893⟩
Gael Richard, Pierre Leveau, Laurent Daudet, Slim Essid, Bertrand David. TOWARDS POLYPHONIC MUSICAL INSTRUMENTS RECOGNITION. 19th INTERNATIONAL CONGRESS ON ACOUSTICS, Sep 2007, Madrid, Spain. ⟨hal-02943678⟩
Gael Richard, Mathieu Ramona, Slim Essid. Combined Supervised and Unsupervised Approaches for Automatic Segmentation of Radiophonic Audio Streams. 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2007, Honolulu, France. pp.II-461-II-464, ⟨10.1109/ICASSP.2007.366272⟩. ⟨hal-02943676⟩
Chloé Clavel, L. Devillers, Gael Richard, I. Vasilescu, T. Ehrette. Detection and Analysis of Abnormal Situations Through Fear-Type Acoustic Manifestations. 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2007, Honolulu, United States. pp.IV-21-IV-24, ⟨10.1109/ICASSP.2007.367153⟩. ⟨hal-03153906⟩
Olivier Gillet, Gael Richard. SUPERVISED AND UNSUPERVISED SEQUENCE MODELLING FOR DRUM TRANSCRIPTION. International Conference on Music Information Retrieval (ISMIR), 2007, Vienna, Austria. ⟨hal-03153898⟩
Kevin Mcguinness, Olivier Gillet, Noel O'Connor, Gael Richard. VISUAL ANALYSIS FOR DRUM SEQUENCE TRANSCRIPTION. European Signal Processing Conference (Eusipco), 2007, Poznan, Poland. ⟨hal-03153911⟩
Emmanuel Ravelli, Gael Richard, Laurent Daudet. Extending fine-grain scalable audio coding to very low bitrates using overcomplete dictionaries. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2007, New Paltz, United States. ⟨hal-03153899⟩
Olivier Gillet, Gael Richard. ENST-Drums: an extensive audio-visual database for drum signals processing. International Society for Music Information Retrieval Conference (ISMIR), Oct 2006, Victoria, Canada. ⟨hal-03103777⟩
Chloé Clavel, Ioana Vasilescu, Laurence Devillers, Gael Richard, Thibaut Ehrette, et al.. The SAFE Corpus: illustrating extreme emotions in dynamic situations. LREC Workshop on Corpora for Research on Emotion and Affect, May 2006, Genoa, Italy. ⟨hal-03153931⟩
Chloé Clavel, Ioana Vasilescu, Gael Richard, Laurence Devillers. Voiced and Unvoiced Content of fear-type emotions in the SAFE Corpus. Speech Prosody, 2006, Dresden, Germany. ⟨hal-03153935⟩
Michaël Betser, Patrice Collen, Gael Richard, David Bertrand. Review and Discussion on Classical STFT-Based Frequency Estimators. International Convention of the Audio Engineering Society (AES), 2006, Paris, France. ⟨hal-03153916⟩
Michaël Betser, Patrice Collen, Gael Richard. FREQUENCY ESTIMATION BASED ON ADJACENT DFT BINS. European Signal Processing Conference (EUSIPCO, 2006, Florence, Italy. ⟨hal-03153920⟩
Chloé Clavel, Ioana Vasilescu, Laurence Devillers, Thibaut Ehrette, Gael Richard. Fear-type emotions of the SAFE Corpus: annotation issues. LREC, 2006, genoa, Italy. ⟨hal-03153913⟩
O. Gillet, Gael Richard. Comparing Audio and Video Segmentations for Music Videos Indexing. IEEE International Conference on Acoustics Speed and Signal Processing, 2006, Toulouse, France. pp.V-21-V-24, ⟨10.1109/ICASSP.2006.1661202⟩. ⟨hal-03153923⟩
Slim Essid, Guy Richard, B. David. Instrument recognition in polyphonic music. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., Mar 2005, Philadelphia, United States. pp.245-248, ⟨10.1109/ICASSP.2005.1415692⟩. ⟨hal-02946873⟩
Slim Essid, Gael Richard, Bertrand David. MUSICAL INSTRUMENT RECOGNITION BASED ON CLASS PAIRWISE FEATURE SELECTION. International Conference on Music Information Retrieval (ISMIR), Oct 2004, Barcelona, Spain. ⟨hal-02946907⟩
Slim Essid, Gaël Richard, Bertrand David. MUSICAL INSTRUMENT RECOGNITION ON SOLO PERFORMANCES. European Signal Processing Conference (EUSIPCO, Sep 2004, Vienna, Austria. ⟨hal-02946903⟩
Slim Essid, Gael Richard, Bertrand David. Efficient musical instrument recognition on solo performance music using basic features. AES 25th conference, Jun 2004, London, United Kingdom. ⟨hal-02946911⟩
Remy Boyer, Slim Essid, Karim Abed-Meraim, Nicolas Moreau. Modèles Sinusoïdaux Étendus pour le Codage Audio. Dix-neuvième colloque sur le Traitement du Signal et des Images, Sep 2003, Paris, France. ⟨hal-02946917⟩
Remy Boyer, Slim Essid, Nicolas Moreau. Exploration de techniques modernes de modélisation adaptées à du codage audio bas-débit. 7èmes Journées d'Etudes et d'Echanges : Compression et Représentation des Signaux Audiovisuels (CORESA), Oct 2001, Dijon, France. ⟨hal-02946929⟩

Posters2 documents

Celine Brouard, Florence d'Alché-Buc, Juho Rousu. Improved small molecule identification through learning combinations of kernel regression models. Journée Régionale de Bioinformatique et Biostatistique, Génopole Toulouse, Oct 2019, Auzeville, France. 2019. ⟨hal-02786616⟩
Giorgia Cantisani, Slim Essid, Gael Richard. Multimodal Music Recording Remastering. DMRN+13: Digital Music Research Network One-day Workshop 2018, Dec 2018, London, United Kingdom. ⟨hal-03187638⟩

Ouvrages (y compris édition critique et traduction)1 document

Maurice Charbit, G. Blanchet. Digital Signal and Image Processing using MATLAB, Vol. 1. ISTE-WILEY, pp.501, 2014. ⟨hal-02287067⟩

Chapitres d'ouvrage19 documents

Ekhine Irurozki, Aritz Perez, Jesus Lobo, Javier del Ser. Rank Aggregation for Non-stationary Data Streams. Machine Learning and Knowledge Discovery in Databases. Research Track, pp.297-313, 2021, ⟨10.1007/978-3-030-86523-8_18⟩. ⟨hal-03353591⟩
Geoffroy Peeters. The Deep Learning Revolution in MIR: The Pros and Cons, the Needs and the Challenges 2021. Perception, Representations, Image, Sound, Music, 2021. ⟨hal-03154524⟩
Geoffroy Peeters, Gael Richard. Deep Learning for Audio and Music. Multi-faceted Deep Learning: Models and Data, Springer, 2021. ⟨hal-03153938⟩
Roland Badeau, Tuomas Virtanen. Nonnegative Matrix Factorization. Audio Source Separation and Speech Enhancement, Wiley, pp.131-160, 2018. ⟨hal-02288070⟩
Bryan Pardo, Antoine Liutkus, Zhiyao Duan, Gael Richard. Applying source separation to music. Audio Source Separation and Speech Enhancement, Wiley, 2018. ⟨hal-02287707⟩
Slim Essid, Sanjeel Parekh, Ngoc Duong, Romain Serizel, Alexey Ozerov, et al.. Multiview Approaches to Event Detection and Scene Analysis. Computational Analysis of Sound Scenes and Events, Springer International Publishing AG, 2017. ⟨hal-02287697⟩
Slim Essid, Sanjeel Parekh, Ngoc Duong, Romain Serizel, Alexey Ozerov, et al.. Multiview approaches to event detection and scene analysis. Tuomas Virtanen; Mark D. Plumbley; Dan Ellis. Computational Analysis of Sound Scenes and Events, Springer, pp.243-276, 2017, 978-3319634494. ⟨10.1007/978-3-319-63450-0_9⟩. ⟨hal-01620341⟩
Romain Serizel, Victor Bisot, Slim Essid, Gael Richard. Acoustic Features for Environmental Sound Analysis. Tuomas Virtanen; Mark D. Plumbley; Dan Ellis. Computational Analysis of Sound Scenes and Events, Springer International Publishing AG, pp.71-101, 2017, 978-3-319-63449-4. ⟨10.1007/978-3-319-63450-0_4⟩. ⟨hal-01575619⟩
Chloé Clavel, Angelo Cafaro, Sabrina Campano, C. Pelachaud. Fostering user engagement in face-to-face human-agent interactions: a survey.. Toward Robotic Socially Believable Behaving Systems-Volume II, Springer International Publishing, pp.93-120, 2016. ⟨hal-02287405⟩
Olivier Fercoq, Peter Richtárik. Optimization in High Dimensions via Accelerated, Parallel and Proximal Coordinate Descent. SIAM Review, SIAM, 2016. ⟨hal-02287359⟩
Slim Essid, Gael Richard. Fusion of Multimodal Information in Music Content Analysis. Multimodal Music Processing, Dagstuhl Follow-Ups,, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik,, 2012. ⟨hal-02653102⟩
Rachid Benmokhtar, Huet Benoit, Gael Richard, Thierry Declerck, Slim Essid. Feature Extraction for Multimedia Analysis. Multimedia Semantics: Metadata, Analysis and Interaction, Wiley, 2011. ⟨hal-02653016⟩
Gilles Adda, Gérard Chollet, Slim Essid, Thomas Fillon, Martine Garnier-Rizet, et al.. Traitement des modalites "audio" et "parole". Marine Campedel et Pierre Hoogstel. Sémantique et multimodalité en analyse de l'information, Hermes/Lavoisier, 2011. ⟨hal-02943616⟩
Félicien Vallet, Slim Essid, Jean Carrive, Gael Richard. High-level TV talk show structuring centered on speakers' interventions. TV Content Analysis: Techniques and Applications, CRC Press, Taylor Francis LLC, 2011. ⟨hal-02653090⟩
Slim Essid, Marine Campedel, Gael Richard, Tomas Piatrik, Rachid Benmokhtar, et al.. Machine Learning Techniques for Multimedia Analysis. Multimedia Semantics: Metadata, Analysis and Interaction, 2011. ⟨hal-02943615⟩
Chloé Clavel, Gael Richard. Reconnaissance acoustique des émotions. Systèmes d’Interaction Emotionnelle, Hermes, 2010. ⟨hal-02652866⟩
Jean-François Cardoso, Pascal Chevalier. Chapitre 20 - Goniométrie aux ordres supérieurs. Les Méthodes à Haute Résolution - Traitement d'Antenne et Analyse Spectrale, Dir. S. Marcos, Ed. Hermès, 783 p., 1998. ⟨hal-02471881⟩
Pascal Chevalier, Jean-François Cardoso. Chapitre 19 - Goniométrie après Identification Aveugle des Vecteurs Directeurs. Les Méthodes à Haute Résolution - Traitement d'Antenne et Analyse Spectrale, Dir. S. Marcos, Ed. Hermès, 783 p., 1998. ⟨hal-02471882⟩
Gael Richard, Christophe d'Alessandro. Modification of the aperiodic component of speech signals for synthesis. Progress in Text-To-Speech synthesis, 1997. ⟨hal-02652518⟩

Directions d'ouvrage, Proceedings1 document

Guillaume Staerman, Pavlo Mozharovskyi, Stéphan Clémençon. The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth Measure. 2020. ⟨hal-03132996⟩

Brevets12 documents

Sanjeel Parekh, Alexey Ozerov, Quang-Khanh-Ngoc Duong, Gael Richard, Slim Essid, et al.. Procédé de traitement d'un signal audio et dispositif électronique correspondant, produit-programme lisible par ordinateur non transitoire et support d'informations lisible par ordinateur. France, Patent n° : EP3392882 A1. 2018. ⟨hal-02651234⟩
Quang-Khanh-Ngoc Duong, Alexey Ozerov, Sanjeel Parekh, Slim Essid, Gael Richard, et al.. Procédé de classification et de localisation d'événements audiovisuels et appareil correspondant, produit-programme lisible par ordinateur et support d'informations lisible par ordinateur. France, Patent n° : EP3540634. 2018. ⟨hal-02651256⟩
Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert. Procédé et dispositif pour estimer un signal déréverbéré. France, N° de brevet: FR1751073. ABE-17. 2017, pp.28. ⟨hal-02287693⟩
Arthur Belhomme, Roland Badeau, Yves Grenier, Eric Humbert. Procédé et dispositif pour estimer la réverbération acoustique. France, N° de brevet: PCT/FR2016/053034. ABE:16. 2016, pp.20. ⟨hal-02287692⟩
Nicolás López, Yves Grenier, Gael Richard. Procédé de suppression de la réverbération tardive d’un signal sonore. France, N° de brevet: WO2015011078. NL-Brevet-2015. 2015. ⟨hal-02412540⟩
Sébastien Fenet, Yves Grenier, Gael Richard. Génération d'une Signature d'un Signal Audio Musical. France, N° de brevet: 1351752. SF:PATENT-2013. 2013. ⟨hal-02412531⟩
Stéphan Clémençon, N. Vayatis. Method for providing with a score an object, and decision-support system. United States, Patent n° : US9235805B2. SC:TREERANK0. 2012. ⟨hal-02412555⟩
Laurent Girin, Antoine Liutkus, Gael Richard, Roland Badeau. Method and device for forming a digital audio mixed signal, method and device for separating signals, and corresponding signal. France, Patent n° : US20140037110A1. 2010. ⟨hal-02651076⟩
Gael Richard, Philip Lockwood, Francois Capman, Jérôme Boudy. Procédé et système de restitution sonore à effet spatial, et terminal de téléphone incorporant un tel système. France, N° de brevet: FR2797132. 2001. ⟨hal-02651102⟩
Carlo Murgia, Gael Richard, Philip Lockwood. Coding, decoding and transcoding methods. United States, Patent n° : US6369722B1. 2000. ⟨hal-02651024⟩
Carlo Murgia, Gael Richard, Philip Lockwood. Scalable subband audio coding, decoding, and transcoding methods using vector quantization. United States, Patent n° : US6606600B1. 1999. ⟨hal-02651054⟩
Gael Richard, Carlo Murgia, Philip Lockwood, Ariane Le Dore. Codeur Audio. France, Patent n° : FR2766032. 1997. ⟨hal-02651171⟩

Pré-publications, Documents de travail26 documents

Amaury Durand, François Roueff. Weakly stationary stochastic processes valued in a separable Hilbert space: Gramian-Cramér representations and applications. 2021. ⟨hal-02318267v4⟩
Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gael Richard. User-guided one-shot deep model adaptation for music source separation. 2021. ⟨hal-03219350v3⟩
Luc Brogat-Motte, Alessandro Rudi, Celine Brouard, Juho Rousu, Florence d'Alché-Buc. Learning Output Embeddings in Structured Prediction. 2021. ⟨hal-03282445⟩
Olivier Fercoq. Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient. 2021. ⟨hal-03228252⟩
Guillaume Staerman, Pavlo Mozharovskyi, Florence d'Alché-Buc, Pierre Laforgue. When OT meets MoM: Robust estimation of Wasserstein Distance. 2021. ⟨hal-03132984⟩
Pascal Bianchi, Walid Hachem, Sholom Schechtman. Convergence of constant step stochastic gradient descent for non-smooth non-convex functions. 2021. ⟨hal-02564349v2⟩
Jayneel Parekh, Pavlo Mozharovskyi, Florence d'Alché-Buc. A Framework to Learn with Interpretation. 2021. ⟨hal-03109686⟩
Kamélia Daudel, Randal Douc, François Roueff. Monotonic alpha-divergence minimisation. 2021. ⟨hal-03164338⟩
Kamélia Daudel, Randal Douc, François Portier. Infinite-dimensional gradient-based descent for alpha-divergence minimisation. 2020. ⟨hal-02614605v2⟩
Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, et al.. Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. 2020. ⟨hal-02936647⟩
Asma Atamna, Chloé Clavel. HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease Detection. 2020. ⟨hal-02922102⟩
Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq. Improved Optimistic Algorithms for Logistic Bandits. 2020. ⟨hal-02767843⟩
Ion Necoara, Olivier Fercoq. Linear convergence of dual coordinate descent on non-polyhedral convex problems. 2020. ⟨hal-02493319⟩
Paul Doukhan, François Roueff, Joseph Rynkiewicz. Spectral estimation for non-linear long range dependent discrete time trawl processes. 2020. ⟨hal-02429681⟩
Adil Salim, Pascal Bianchi, Walid Hachem. A Constant Step Stochastic Douglas-Rachford Algorithm with Application to Non Separable Regularizations. 2019. ⟨hal-02369904⟩
Anas Barakat, Pascal Bianchi. Convergence Analysis of a Momentum Algorithm with Adaptive Step Size for Non Convex Optimization. 2019. ⟨hal-02366337⟩
Anas Barakat, Pascal Bianchi. Convergence and Dynamical Behavior of the Adam Algorithm for Non Convex Stochastic Optimization. 2019. ⟨hal-02366280⟩
Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher. On the convergence of stochastic primal-dual hybrid gradient. 2019. ⟨hal-02362067⟩
Quang Van Nguyen, Olivier Fercoq, Volkan Cevher. Smoothing technique for nonsmooth composite minimization with linear operator. 2019. ⟨hal-02287628⟩
Maël Chiapino, Stéphan Clémençon, Vincent Feuillard, Anne Sabourin. A Multivariate Extreme Value Theory Approach to Anomaly Clustering and Visualization. 2019. ⟨hal-02185060⟩
Holger Drees, Anne Sabourin. Principal Component Analysis for Multivariate Extremes. 2019. ⟨hal-02164305v1⟩
Alice Cohen-Hadria, Axel Roebel, Geoffroy Peeters. Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentation. 2019. ⟨hal-02457072⟩
Patrice Bertail, David Bounie, Stéphan Clémençon, Patrick Waelbroeck. Algorithmes : Biais, Discrimination et Équité. 2019. ⟨hal-02077745⟩
Nidham Gazagnadou, Robert M. Gower, Joseph Salmon. Optimal mini-batch and step sizes for SAGA. 2019. ⟨hal-02005431⟩
Kamélia Daudel, Randal Douc, François Portier, François Roueff. The $f$-divergence expectation iteration scheme. 2019. ⟨hal-02298857⟩
Romain Brault, Alex Lambert, Zoltan Szabo, Maxime Sangnier, Florence d'Alché-Buc. Infinite-Task Learning with Vector-Valued RKHSs. 2018. ⟨hal-01800203⟩

Rapports3 documents

Roland Badeau. Stochastic reverberation model for uniform and non-diffuse acoustic fields. [Research Report] Télécom ParisTech. 2019. ⟨hal-02127799⟩
Olivier Fercoq, Zheng Qu. Restarting accelerated gradient methods with a rough strong convexity estimate. [Research Report] 1609.07358, Télécom ParisTech. 2016. ⟨hal-02287730⟩
Paul Magron, Roland Badeau, Bertrand David. Phase reconstruction of spectrograms with linear unwrapping : application to audio signal restoration. [Research Report] 2015D002, Télécom ParisTech. 2015. ⟨hal-02287339⟩

Habilitations à diriger des recherches1 document

Olivier Fercoq. Coordinate descent methods for non-differentiable convex optimisation problems. Optimization and Control [math.OC]. Sorbonne Université, 2019. ⟨tel-02944077⟩

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Social robotics today and tomorrow: an overview

Why facial recognition algorithms can’t be perfectly fair

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Algorithms: bias, discrimination and equity