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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⟩
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⟩
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⟩
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⟩
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⟩
Amaury Durand, François Roueff. Weakly stationary stochastic processes valued in a separable Hilbert space: Gramian-Cramér representations and applications. 2021. ⟨hal-02318267v4⟩
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⟩
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⟩
Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gael Richard. User-guided one-shot deep model adaptation for music source separation. 2021. ⟨hal-03219350v3⟩
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⟩
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⟩
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⟩
Olivier Fercoq. Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient. 2021. ⟨hal-03228252⟩
Randal Douc, François Roueff, Tepmony Sim. Necessary and sufficient conditions for the identifiability of observation-driven models. Journal of Time Series Analysis, Wiley-Blackwell, 2021, 42 (2), pp.140-160. ⟨10.1111/jtsa.12559⟩. ⟨hal-02088860v3⟩
Pascal Bianchi, Walid Hachem, Sholom Schechtman. Convergence of constant step stochastic gradient descent for non-smooth non-convex functions. 2021. ⟨hal-02564349v2⟩
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⟩
Kamélia Daudel, Randal Douc, François Roueff. Monotonic alpha-divergence minimisation. 2021. ⟨hal-03164338⟩
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⟩
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⟩
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⟩
Hamid Jalalzai. Apprentissage à partir de données extrêmes multivariées : application au traitement du langage naturel. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAT043⟩. ⟨tel-03291376⟩
Sophie Achard, Marianne Clausel, Irène Gannaz, François Roueff. New results on approximate Hilbert pairs of wavelet filters with common factors. Applied and Computational Harmonic Analysis, Elsevier, 2020, 49 (3), pp.1025-1045. ⟨10.1016/j.acha.2019.06.001⟩. ⟨hal-01613583v2⟩
Kamélia Daudel, Randal Douc, François Portier. Infinite-dimensional gradient-based descent for alpha-divergence minimisation. 2020. ⟨hal-02614605v2⟩
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⟩
Amaury Durand, François Roueff. Hilbert valued fractionally integrated autoregressive moving average processes with long memory operators. 2020. ⟨hal-02961227⟩
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⟩

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