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hal-01362864v2  Journal articles
Victor BisotRomain SerizelSlim EssidGael Richard. Feature Learning with Matrix Factorization Applied to Acoustic Scene Classification
IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2017, 25 (6), pp.1216 - 1229. ⟨10.1109/TASLP.2017.2690570⟩
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hal-01575619v1  Book sections
Romain SerizelVictor BisotSlim EssidGael 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⟩
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hal-01576857v1  Conference papers
Victor BisotRomain SerizelSlim EssidGael Richard. Leveraging deep neural networks with nonnegative representations for improved environmental sound classification
IEEE International Workshop on Machine Learning for Signal Processing MLSP, Sep 2017, Tokyo, Japan
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hal-02389159v3  Conference papers
Nicolas FurnonRomain SerizelIrina IllinaSlim Essid. DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays
ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain
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hal-01620341v1  Book sections
Slim EssidSanjeel ParekhNgoc DuongRomain SerizelAlexey 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⟩
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lirmm-01766795v1  Conference papers
Mathieu FontaineFabian-Robert StöterAntoine LiutkusUmut SimsekliRomain Serizel et al.  Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition
LVA/ICA: Latent Variable Analysis and Signal Separation, Jul 2018, Surrey, United Kingdom. pp.13-23, ⟨10.1007/978-3-319-93764-9_2⟩
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hal-02985794v3  Conference papers
Nicolas FurnonRomain SerizelIrina IllinaSlim Essid. Distributed speech separation in spatially unconstrained microphone arrays
ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto / Virtual, Canada