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Slim Essid

9
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"gael-richard"
"romain-serizel"
Image document

Feature Learning with Matrix Factorization Applied to Acoustic Scene Classification

Victor Bisot , Romain Serizel , Slim Essid , Gael Richard
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2017, 25 (6), pp.1216 - 1229. ⟨10.1109/TASLP.2017.2690570⟩
Article dans une revue hal-01362864v2
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Leveraging deep neural networks with nonnegative representations for improved environmental sound classification

Victor Bisot , Romain Serizel , Slim Essid , Gael Richard
IEEE International Workshop on Machine Learning for Signal Processing MLSP, Sep 2017, Tokyo, Japan
Communication dans un congrès hal-01576857v1
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Nonnegative Feature Learning Methods for Acoustic Scene Classification

Victor Bisot , Romain Serizel , Slim Essid , Gael Richard
DCASE 2017 - Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2017, Munich, Germany
Communication dans un congrès hal-01636627v1
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Supervised Group Nonnegative Matrix Factorisation With Similarity Constraints And Applications To Speaker Identification

Romain Serizel , Victor Bisot , Slim Essid , Gael Richard
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Mar 2017, New Orleans, United States
Communication dans un congrès hal-01484744v1
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Machine listening techniques as a complement to video image analysis in forensics

Romain Serizel , Victor Bisot , Slim Essid , Gael Richard
IEEE International Conference on Image Processing, Sep 2016, Phoenix, AZ, United States. pp.948-952, ⟨10.1109/ICIP.2016.7532497⟩
Communication dans un congrès hal-01393959v1
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SUPERVISED NONNEGATIVE MATRIX FACTORIZATION FOR ACOUSTIC SCENE CLASSIFICATION

Victor Bisot , Romain Serizel , Slim Essid , Gael Richard
IEEE international evaluation campaign on detection and classification of acousitc scenes and events (DCASE 2016), Sep 2016, Budapest, Hungary
Communication dans un congrès hal-02943480v1
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Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence

Romain Serizel , Slim Essid , Gael Richard
IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2016), Sep 2016, Salerne, Italy
Communication dans un congrès hal-01393964v1
Image document

Group Non-Negative Matrix Factorisation With Speaker And Session Similarity Constraints For Speaker Identification

Romain Serizel , Slim Essid , Gael Richard
IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2016, Shangai, China
Communication dans un congrès hal-01393968v1
Image document

Acoustic Features for Environmental Sound Analysis

Romain Serizel , Victor Bisot , Slim Essid , Gael Richard
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⟩
Chapitre d'ouvrage hal-01575619v1