27 results  save search


...
hal-01850270v1  Conference papers
Romain SerizelNicolas TurpaultHamid Eghbal-ZadehAnkit Parag Shah. Large-Scale Weakly Labeled Semi-Supervised Sound Event Detection in Domestic Environments
Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2018, Woking, United Kingdom
...
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
inria-00459290v1  Conference papers
Daniel MenardRomain SerizelRomuald RocherOlivier Sentieys. Noise model for Accuracy Constraint Determination in Fixed-Point Systems
Workshop on Design and Architectures for Signal and Image Processing DASIP 2007, Nov 2007, Grenoble, France
...
hal-01723630v2  Conference papers
Guillaume CarbajalRomain SerizelEmmanuel VincentEric Humbert. Multiple-input neural network-based residual echo suppression
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.1-5
...
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⟩
...
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⟩
...
hal-01484744v1  Conference papers
Romain SerizelVictor BisotSlim EssidGael Richard. Supervised Group Nonnegative Matrix Factorisation With Similarity Constraints And Applications To Speaker Identification
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Mar 2017, New Orleans, United States
...
hal-02114652v2  Conference papers
Romain SerizelNicolas Turpault. Sound Event Detection from Partially Annotated Data: Trends and Challenges
IcETRAN conference, Jun 2019, Srebrno Jezero, Serbia
...
hal-01636627v1  Conference papers
Victor BisotRomain SerizelSlim EssidGael Richard. Nonnegative Feature Learning Methods for Acoustic Scene Classification
DCASE 2017 - Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2017, Munich, Germany
...
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⟩
...
hal-01393959v1  Conference papers
Romain SerizelVictor BisotSlim EssidGael Richard. Machine listening techniques as a complement to video image analysis in forensics
IEEE International Conference on Image Processing, Sep 2016, Phoenix, AZ, United States. pp.948-952, ⟨10.1109/ICIP.2016.7532497⟩
...
hal-01393964v1  Conference papers
Romain SerizelSlim EssidGael Richard. Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence
IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2016), Sep 2016, Salerne, Italy
...
hal-01840453v1  Conference papers
Lauréline PerotinRomain SerizelEmmanuel VincentAlexandre Guérin. CRNN-based joint azimuth and elevation localization with the Ambisonics intensity vector
IWAENC 2018 - 16th International Workshop on Acoustic Signal Enhancement, Sep 2018, Tokyo, Japan
...
hal-01839883v2  Journal articles
Lauréline PerotinRomain SerizelEmmanuel VincentAlexandre Guérin. CRNN-based multiple DoA estimation using acoustic intensity features for Ambisonics recordings
IEEE Journal of Selected Topics in Signal Processing, IEEE, 2019, Special Issue on Acoustic Source Localization and Tracking in Dynamic Real-life Scenes, 13 (1), pp.22-33. ⟨10.1109/jstsp.2019.2900164⟩
...
hal-01699759v2  Conference papers
Lauréline PerotinRomain SerizelEmmanuel VincentAlexandre Guérin. Multichannel speech separation with recurrent neural networks from high-order ambisonics recordings
43rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada
...
hal-02125985v2  Conference papers
Lauréline PerotinAlexandre DéfossezEmmanuel VincentRomain SerizelAlexandre Guérin. Regression versus classification for neural network based audio source localization
WASPAA 2019 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, IEEE, Oct 2019, New Paltz, United States
...
hal-02160855v2  Conference papers
Nicolas TurpaultRomain SerizelAnkit Parag ShahJustin Salamon. Sound event detection in domestic environments with weakly labeled data and soundscape synthesis
Workshop on Detection and Classification of Acoustic Scenes and Events, Oct 2019, New York City, United States
...
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⟩