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hal-02456643v1  Conference papers
Julian NeriPhilippe DepalleRoland 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-02456651v1  Conference papers
Julian NeriRoland BadeauPhilippe 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-02457063v1  Conference papers
Kimia NadjahiValentin de BortoliAlain DurmusRoland BadeauUmut Şimşekli. Approximate Bayesian computation with the sliced-Wasserstein distance
45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain
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hal-02457075v1  Conference papers
Kilian Schulze-ForsterClément DoireGael RichardRoland 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
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hal-02481374v1  Conference papers
Karim IbrahimJimena Royo-LetelierElena EpureGeoffroy PeetersGael 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-02466289v1  Conference papers
Corentin LarrocheJohan MazelStéphan Clémençon. Percolation-Based Detection of Anomalous Subgraphs in Complex Networks
Symposium on Intelligent Data Analysis (IDA2020), Apr 2020, Konstanz, Germany
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hal-02399993v1  Journal articles
Sanjeel ParekhSlim EssidAlexey OzerovNgoc DuongPatrick 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
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hal-02365285v1  Conference papers
Othmane SebbouhNidham GazagnadouSamy JelassiFrancis BachRobert Gower. Towards closing the gap between the theory and practice of SVRG
Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
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hal-02372376v1  Conference papers
Thanh Huy NguyenUmut ŞimşekliMert GürbüzbalabanGael 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
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hal-02369435v1  Conference papers
Guillaume StaermanPavlo MozharovskyiStéphan ClémençonFlorence D'alché-Buc. Functional Isolation Forest
Proceedings of The Eleventh Asian Conference on Machine Learning, Nov 2019, Nagoya, Japan
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hal-02448917v1  Conference papers
Gabriel Meseguer-BrocalGeoffroy 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⟩
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hal-02457735v1  Conference papers
Guillaume DorasGeoffroy Peeters. Cover detection using dominant melody embeddings
ISMIR 2019, Nov 2019, Delft, Netherlands
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hal-02457638v1  Conference papers
Hadrien ForoughmandGeoffroy Peeters. DEEP-RHYTHM FOR TEMPO ESTIMATION AND RHYTHM PATTERN RECOGNITION
International Society for Music Information Retrieval (ISMIR), Nov 2019, Delft, Netherlands
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hal-02307248v1  Journal articles
Simon HenrietUmut ŞimşekliSérgio SantosBenoît FuentesGael 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⟩
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hal-02380780v1  Conference papers
Sanjeel ParekhAlexey OzerovSlim EssidNgoc DuongPatrick 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-02280472v1  Conference papers
Kilian Schulze-ForsterClément DoireGael RichardRoland Badeau. Weakly informed audio source separation
WASPAA, Oct 2019, New Paltz, New York, United States
hal-02437207v1  Conference papers
Catherine TalebMaha KhachabChafic MokbelLaurence 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⟩
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hal-02166428v1  Conference papers
Robin VogelAurélien BelletStéphan ClémençonOns JelassiGuillaume Papa. Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning
ECML PKDD 2019 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2019, Würzburg, Germany
hal-02457184v1  Conference papers
Alice Cohen-HadriaAxel RoebelGeoffroy 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⟩
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hal-02288063v1  Conference papers
Mathieu FontaineAditya Arie NugrahaRoland BadeauKazuyoshi YoshiiAntoine Liutkus. Cauchy Multichannel Speech Enhancement with a Deep Speech Prior
EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain