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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
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
hal-02442694v1  Journal articles
Charles TruongLaurent OudreNicolas Vayatis. Greedy Kernel Change-Point Detection
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2019, 67 (24), pp.6204-6214. ⟨10.1109/TSP.2019.2953670⟩
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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-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
hal-02428596v1  Reports
Gianni FranchiAndrei BursucEmmanuel AldeaSéverine DubuissonIsabelle Bloch. TRADI: Tracking deep neural network weight distributions
[Research Report] Telecom Paristech; LTCI - Laboratoire Traitement et Communication de l'Information [Paris]. 2019
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hal-02366954v1  Conference papers
Ondřej CífkaUmut ŞimşekliGael Richard. Supervised Symbolic Music Style Translation Using Synthetic Data
20th International Society for Music Information Retrieval Conference (ISMIR), Nov 2019, Delft, Netherlands. ⟨10.5281/zenodo.3527878⟩
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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-02364911v1  Conference papers
Iulia MitricaAttilio FiandrottiMarco CagnazzoEric MercierChristophe Ruellan. COCKPIT VIDEO CODING WITH TEMPORAL PREDICTION
European Workshop on Visual Information Processing (EUVIP), Oct 2019, Rome, Italy
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hal-02291896v1  Conference papers
Giorgia CantisaniSlim EssidGael Richard. EEG-BASED DECODING OF AUDITORY ATTENTION TO A TARGET INSTRUMENT IN POLYPHONIC MUSIC
2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2019, New Paltz, NY, United States
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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-02291882v1  Conference papers
Giorgia CantisaniGabriel TrégoatSlim EssidGael Richard. MAD-EEG: an EEG dataset for decoding auditory attention to a target instrument in polyphonic music
Speech, Music and Mind (SMM), Satellite Workshop of Interspeech 2019, Sep 2019, Vienna, Austria
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hal-02303823v1  Poster communications
Antoine BackPaul CholletOlivier FercoqPatricia Desgreys. Design of a flexible analog-to-feature converter for smart acquisition of biological signals
Junior Conference on Data Science and Engineering, Sep 2019, Paris-Saclay, France
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hal-02364916v1  Conference papers
Pavel NikitinMarco CagnazzoJoël JungAttilio Fiandrotti. Exploiting View Synthesis for Super-multiview Video Compression
International Conference on Distributed Smart Cameras, Sep 2019, Trento, Italy. ⟨10.1145/3349801.3349820⟩
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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
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hal-02109209v1  Journal articles
Iulia MitricaEric MercierChristophe RuellanAttilio FiandrottiMarco Cagnazzo et al.  Very Low Bitrate Semantic Compression of Airplane Cockpit Screen Content
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers, 2019, 21 (9), pp.2157 - 2170. ⟨10.1109/TMM.2019.2900168⟩