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Slim Essid

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Pretext Tasks selection for multitask self-supervised speech representation learning

Salah Zaiem , Titouan Parcollet , Slim Essid , Abdelwahab Heba
IEEE Journal of Selected Topics in Signal Processing, 2022, 16 (6), pp.1439-1453. ⟨10.1109/JSTSP.2022.3195430⟩
Journal articles hal-03601330v1
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DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arrays

Nicolas Furnon , Romain Serizel , Slim Essid , Irina Illina
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2021, 29, pp.2310 - 2323. ⟨10.1109/TASLP.2021.3092838⟩
Journal articles hal-02985867v3

Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction

Atef Ben Youssef , Chloé Clavel , Slim Essid
IEEE Transactions on Affective Computing, 2019
Journal articles hal-02288043v1
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Weakly Supervised Representation Learning for Audio-Visual Scene Analysis

Sanjeel Parekh , Slim Essid , Alexey Ozerov , Ngoc Q. K. Duong , Patrick Pérez
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2019
Journal articles hal-02399993v1

On-the-fly Detection of User Engagement Decrease in Spontaneous Human-Robot Interaction

Atef Ben Youssef , Giovanna Varni , Slim Essid , Chloé Clavel
International Journal of Social Robotics, 2019
Journal articles hal-02288044v1

Audiovisual Analysis of Music Performances: Overview of an Emerging Field

Zhiyao Duan , Slim Essid , Cynthia Liem , Gael Richard , Gaurav Sharma
IEEE Signal Processing Magazine, 2019, 36 (1), pp.63-73
Journal articles hal-02287983v1

Audio-Visual Analysis of Music Performances

Zhiyao Duan , Slim Essid , Cynthia Liem , Gael Richard , Gaurav Sharma
IEEE Signal Processing Magazine, inPress
Journal articles hal-01893410v1
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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⟩
Journal articles hal-01362864v2

TPT-Dance&Actions : un corpus multimodal d'activités humaines

Aymeric Masurelle , Ahmed Rida Sekkat , Slim Essid , Gael Richard
Revue Traitement du Signal (Presse universitaire de Grenoble), 2015, ⟨10.3166/TS.32.443-475⟩
Journal articles hal-02704820v1

Soft Nonnegative Matrix Co-Factorization

Nicolas Seichepine , Slim Essid , Cédric Févotte , Olivier Cappé
IEEE Transactions on Signal Processing, 2014, 62 (22), pp.5940-5949. ⟨10.1109/TSP.2014.2360141⟩
Journal articles hal-01116863v1
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Learning Optimal Features for Polyphonic Audio-to-Score Alignment

Cyril Joder , Slim Essid , Gael Richard
IEEE Transactions on Audio, Speech and Language Processing, 2013
Journal articles hal-02704714v1

A Multimodal Approach to Speaker Diarization on TV Talk-Shows

Félicien Vallet , Slim Essid , Jean Carrive
IEEE Transactions on Multimedia, 2013, 15 (3), pp.509-520. ⟨10.1109/TMM.2012.2233724⟩
Journal articles hal-02943545v1

Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual Document Structuring

Slim Essid , Cédric Févotte
IEEE Transactions on Multimedia, 2013, 15 (2), pp.415-425. ⟨10.1109/TMM.2012.2228474⟩
Journal articles hal-02943541v1

A multi-modal dance corpus for research into interaction between humans in virtual environments

Slim Essid , Marc Gowing , Georgios Kordelas , Anil Aksay , P. Kelly
Journal on Multimodal User Interfaces, 2012, pp.1-14. ⟨10.1007/s12193-012-0109-5⟩
Journal articles hal-02286487v1
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A Conditional Random Field Framework for Robust and Scalable Audio-to-Score Matching

Cyril Joder , Slim Essid , Gael Richard
IEEE Transactions on Audio, Speech and Language Processing, 2011
Journal articles hal-02653026v1

Temporal Integration for Audio Classification With Application to Musical Instrument Classification

Cyril Joder , Slim Essid , Gael Richard
IEEE Transactions on Audio, Speech and Language Processing, 2009, 17, ⟨10.1109/TASL.2008.2007613⟩
Journal articles hal-02652782v1

Influence of prior knowledge on perceptual grouping

S. Essid
Perception, 2008, 37, pp.95
Journal articles hal-01440575v1

On the Correlation of Automatic Audio and Visual Segmentations of Music Videos

Olivier Gillet , Slim Essid , Gael Richard
IEEE Transactions on Circuits and Systems for Video Technology, 2007, 17, ⟨10.1109/TCSVT.2007.890831⟩
Journal articles hal-02652635v1

Instrument recognition in polyphonic music based on automatic taxonomies

Slim Essid , Gael Richard , Bertrand David
IEEE Transactions on Audio, Speech and Language Processing, 2006, 14 (1), pp.68-80. ⟨10.1109/TSA.2005.860351⟩
Journal articles hal-00477670v1

Musical instrument recognition by pairwise classification strategies

Gael Richard , Slim Essid , Bertrand David
IEEE Transactions on Audio, Speech and Language Processing, 2006, 14 (4), pp.1401- 1412. ⟨10.1109/TSA.2005.860842⟩
Journal articles hal-00477671v1
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ONLINE SPEAKER DIARIZATION OF MEETINGS GUIDED BY SPEECH SEPARATION

Elio Gruttadauria , Mathieu Fontaine , Slim Essid
IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2024, Seoul (Korea), South Korea
Conference papers hal-04419041v1
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ON THE CHOICE OF THE OPTIMAL TEMPORAL SUPPORT FOR AUDIO CLASSIFICATION WITH PRE-TRAINED EMBEDDINGS

Aurian Quelennec , Michel Olvera , Geoffroy Peeters , Slim Essid
ICASSP, IEEE, Apr 2024, Séoul, South Korea
Conference papers hal-04360221v1

One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models

Yasser Benigmim , Subhankar Roy , Slim Essid , Vicky Kalogeiton , Stéphane Lathuilière
IEEE/CVF Conference on Computer Vision and Pattern Recognition- Workshop on Generative Models for Computer Vision, 2023, vancouver, Canada
Conference papers hal-04205024v1
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Cosmopolite Sound Monitoring (CoSMo): A Study of Urban Sound Event Detection Systems Generalizing to Multiple Cities

Florian Angulo , Slim Essid , Geoffroy Peeters , Christophe Mietlicki
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095833⟩
Conference papers hal-04093374v1
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Fine-tuning strategies for faster inference using speech self-supervised models: a comparative study

Salah Zaiem , Robin Algayres , Titouan Parcollet , Slim Essid , Mirco Ravanelli
ICASSP 2023 - International Conference on Acoustics, Speech, and Signal Processing, Jun 2023, Rhodes, Greece
Conference papers hal-04076307v1
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Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis

Victor Letzelter , Mathieu Fontaine , Mickaël Chen , Patrick Pérez , Slim Essid
Advances in neural information processing systems, Dec 2023, New Orleans, United States
Conference papers hal-04216055v1
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A Repetition-based Triplet Mining Approach for Music Segmentation

Morgan Buisson , Brian Mcfee , Slim Essid , Helene-Camille Crayencour
International Society for Music Information Retrieval (ISMIR), Nov 2023, Milan, Italy
Conference papers hal-04202766v1
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Speech Self-Supervised Representation Benchmarking: Are We Doing it Right?

Salah Zaiem , Youcef Kemiche , Titouan Parcollet , Slim Essid , Mirco Ravanelli
INTERSPEECH 2023, Aug 2023, Dublin, Ireland. pp.2873-2877, ⟨10.21437/Interspeech.2023-1087⟩
Conference papers hal-04216175v1
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Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations

Salah Zaiem , Titouan Parcollet , Slim Essid
INTERSPEECH 2023, Aug 2023, Dublin (Ireland), Ireland. pp.67-71, ⟨10.21437/Interspeech.2023-1040⟩
Conference papers hal-04216177v1
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Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning

Salah Zaiem , Titouan Parcollet , Slim Essid
Interspeech 2022, Sep 2022, Incheon, South Korea. pp.669-673, ⟨10.21437/interspeech.2022-10191⟩
Conference papers hal-03817736v1
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Latent and Adversarial Data Augmentation for Sound Event Detection and Classification

David Perera , Slim Essid , Gaël Richard
International workshop on Detection and Classiffication of Acoustic Scenes and Events (DCASE), Nov 2022, Nancy, France
Conference papers hal-03782827v1
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Opinions in Interactions : New Annotations of the SEMAINE Database

Valentin Barrière , Chloé Clavel , Slim Essid
LREC, Jun 2022, Marseille, France
Conference papers hal-04276012v1
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Impact de perturbations internes sur l'entraînement de réseaux profonds pour la détection d'évènements sonores

David Perera , Slim Essid , Gael Richard
Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France
Conference papers hal-03759651v1
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Learning Multi-Level Representations for Hierarchical Music Structure Analysis

Morgan Buisson , Brian Mcfee , Slim Essid , Helene-Camille Crayencour
International Society for Music Information Retrieval (ISMIR), Dec 2022, Bengaluru, India
Conference papers hal-03780032v1
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Distributed speech separation in spatially unconstrained microphone arrays

Nicolas Furnon , Romain Serizel , Irina Illina , Slim Essid
ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto / Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414758⟩
Conference papers hal-02985794v3

Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning

Salah Zaiem , Titouan Parcollet , Slim Essid
Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.2851-2855, ⟨10.21437/interspeech.2021-1027⟩
Conference papers hal-03601265v1
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NEURO-STEERED MUSIC SOURCE SEPARATION WITH EEG-BASED AUDITORY ATTENTION DECODING AND CONTRASTIVE-NMF

Giorgia Cantisani , Slim Essid , Gael Richard
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto (virtual conference), Canada. ⟨10.1109/ICASSP39728.2021.9413841⟩
Conference papers hal-02978978v4
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Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes

Nicolas Furnon , Romain Serizel , Slim Essid , Irina Illina
EUSIPCO 2021 - 29th European Signal Processing Conference, IEEE, Aug 2021, Dublin / Virtual, Ireland. ⟨10.23919/EUSIPCO54536.2021.9616358⟩
Conference papers hal-03259801v1
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User-guided one-shot deep model adaptation for music source separation

Giorgia Cantisani , Alexey Ozerov , Slim Essid , Gael Richard
2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), IEEE, Oct 2021, New Paltz, NY, United States
Conference papers hal-03219350v3
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DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays

Nicolas Furnon , Romain Serizel , Irina Illina , Slim Essid
ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain
Conference papers hal-02389159v3
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From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining

Alexandre Garcia , Pierre Colombo , Slim Essid , Florence d'Alché-Buc , Chloé Clavel
2019 Conference on Empirical Methods in Natural Language Processing, Nov 2019, Hong-Kong, China
Conference papers hal-02371140v1

Decoding auditory attention in polyphonic music based on EEG: a new dataset and a preliminary study

Giorgia Cantisani , Slim Essid , Gael Richard
Auditory EEG Signal Processing (AESoP) symposium, Sep 2019, Leuven, Belgium
Conference papers hal-03175885v1
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IDENTIFY, LOCATE AND SEPARATE: AUDIO-VISUAL OBJECT EXTRACTION IN LARGE VIDEO COLLECTIONS USING WEAK SUPERVISION

Sanjeel Parekh , Alexey Ozerov , Slim Essid , Ngoc Duong , Patrick Pérez
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2019, New Paltz, United States
Conference papers hal-02380780v1
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MAD-EEG: an EEG dataset for decoding auditory attention to a target instrument in polyphonic music

Giorgia Cantisani , Gabriel Trégoat , Slim Essid , Gael Richard
Speech, Music and Mind (SMM), Satellite Workshop of Interspeech 2019, Sep 2019, Vienna, Austria
Conference papers hal-02291882v3
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SAMBASET: a dataset of historical samba de Enredo recordings for computational music analysis

Lucas S Maia , Magdalena Fuentes , Luiz W P Biscainho , Martín Rocamora , Slim Essid
The 20th International Society for Music Information Retrieval Conference, Nov 2019, Delft, Netherlands
Conference papers hal-02943462v1
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Tracking beats and microtiming in afro-latin american music using conditional random fields and deep learning

Magdalena Fuentes , Lucas S Maia , Martín Rocamora , Luiz W P Biscainho , Hélène C Crayencour
ISMIR, Nov 2019, Delft, Netherlands
Conference papers hal-02419361v1
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A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning

Magdalena Fuentes , Brian Mcfee , Helene-Camille Crayencour , Slim Essid , Juan P. Bello
2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), May 2019, Brighton, United Kingdom. ⟨10.1109/icassp.2019.8682870⟩
Conference papers hal-02420403v1
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EEG-BASED DECODING OF AUDITORY ATTENTION TO A TARGET INSTRUMENT IN POLYPHONIC MUSIC

Giorgia Cantisani , Slim Essid , Gael Richard
2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2019, New Paltz, NY, United States
Conference papers hal-02291896v1
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Structured Output Learning with Abstention: Application to Accurate Opinion Prediction

Alexandre Garcia , Slim Essid , Chloé Clavel , Florence d'Alché-Buc
35th International Conference on Machine Learning18., Jul 2018, Stockholm, Sweden
Conference papers hal-01950907v1

Multi-task Feature Learning for EEG-based Emotion Recognition Using Group Nonnegative Matrix Factorization

Ayoub Hajlaoui , Mohamed Chetouani , Slim Essid
2018 26th European Signal Processing Conference (EUSIPCO), Sep 2018, Rome, France. pp.91-95, ⟨10.23919/EUSIPCO.2018.8553390⟩
Conference papers hal-02422892v1
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ANALYSIS OF COMMON DESIGN CHOICES IN DEEP LEARNING SYSTEMS FOR DOWNBEAT TRACKING

Magdalena Fuentes , Brian Mcfee , Hélène C Crayencour , Slim Essid , Juan P Bello
The 19th International Society for Music Information Retrieval Conference, Sep 2018, Paris, France
Conference papers hal-02943467v1
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Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events

Sanjeel Parekh , Slim Essid , Alexey Ozerov , Ngoc Q K Duong , Patrick Pérez
CVPR Workshop, 2018, Salt Lake city, United States
Conference papers hal-02713307v1

Attitude Classification in Adjacency Pairs of a Human-Agent Interaction with Hidden Conditional Random Fields

Valentin Barriere , Chloé Clavel , Slim Essid
ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, Canada. pp.4949-4953, ⟨10.1109/ICASSP.2018.8462160⟩
Conference papers hal-02943469v1
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An ensemble learning approach to detect epileptic seizures from long intracranial EEG recordings

Jean-Baptiste Schiratti , Jean-Eudes Le Douget , Michel Le van Quyen , Slim Essid , Alexandre Gramfort
ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP, Apr 2018, Calgary, Canada
Conference papers hal-01724272v1
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MAIN MELODY EXTRACTION WITH SOURCE-FILTER NMF AND CRNN

Dogac Basaran , Slim Essid , Geoffroy Peeters
19th International Society for Music Information Retreival, Sep 2018, Paris, France
Conference papers hal-02019103v1
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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
Conference papers hal-01636627v1

Opinion Dynamics Modeling for Movie Review Transcripts Classification with Hidden Conditional Random Fields

Valentin Barriere , Chloé Clavel , Slim Essid
Interspeech 2017, Aug 2017, Stockholm, Sweden
Conference papers hal-02287607v1

Guiding Audio Source Separation by Video Object Information

Sanjeel Parekh , Slim Essid , Alexey Ozerov , Quang-Khanh-Ngoc Duong , Patrick Perez
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2017, New Paltz, New York, United States
Conference papers hal-02287698v1

Overlapping sound event detection with supervised Nonnegative Matrix Factorization

Victor Bisot , Slim Essid , Gael Richard
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, France. pp.31-35, ⟨10.1109/ICASSP.2017.7951792⟩
Conference papers hal-02713341v1
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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
Conference papers hal-01484744v1

Nonnegative Matrix Factorisation for multimodal data analysis

Slim Essid
Dipartimento di Elettronica, Informazione e Bioingegeria (DEIB), Politecnico di Milano, Feb 2017, Milan, Italy
Conference papers hal-02288528v1

UE-HRI: a new dataset for the study of user engagement in spontaneous human-robot interactions

Atef Ben-Youssef , Chloé Clavel , Slim Essid , Miriam Bilac , Marine Chamoux
the 19th ACM International Conference, Nov 2017, Glasgow, France. pp.464-472, ⟨10.1145/3136755.3136814⟩
Conference papers hal-02943475v1

EMOEEG: A new multimodal dataset for dynamic EEG-based emotion recognition with audiovisual elicitation

Anne-Claire Conneau , Ayoub Hajlaoui , Mohamed Chetouani , Slim Essid
2017 25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. pp.738-742, ⟨10.23919/EUSIPCO.2017.8081305⟩
Conference papers hal-02422947v1

Matrix Co-Factorisation and Applications to Music Analysis

Slim Essid
Machine Learning for Music Discovery Workshop, International Conference on Machine Learning (ICML) 2017, Aug 2017, Sydney, Australia
Conference papers hal-02287881v1
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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
Conference papers hal-01576857v1
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Motion informed audio source separation

Sanjeel Parekh , Slim Essid , Alexey Ozerov , Ngoc Duong , Patrick Pérez
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States
Conference papers hal-01447977v1
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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
Conference papers hal-01393964v1

Très brève introduction au Machine Learning

Slim Essid
Conference debat du Corps des Mines, Jan 2016, Paris, France
Conference papers hal-02287867v1
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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
Conference papers hal-01393968v1

Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification

Romain Serizel , Slim Essid , Gael Richard
ICASSP, Mar 2016, Shangai, China. pp.5470 - 5474
Conference papers hal-02288453v1

Research on Nonnegative Matrix Factorisation at Telecom ParisTech

Slim Essid
Spotify Research Seminar, Aug 2016, New York, United States
Conference papers hal-02288525v1
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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⟩
Conference papers 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
Conference papers hal-02943480v1

Downbeat Detection with Conditional Random Fields and Deep Learned Features

Simon Durand , Slim Essid
International Society for Music Information Retrieval (ISMIR), Aug 2016, New York City, United States. pp.386-392
Conference papers hal-02288480v1

Audio and Brain Research at Telecom ParisTech

Slim Essid
Hearing Seminar of the Center for Computer Research in Music and Acoustics (CCRMA), Stanford University, Sep 2016, Stanford, United States
Conference papers hal-02287866v1

Acoustic scene classification with matrix factorization for unsupervised feature learning

Victor Bisot , Romain Serizel , Slim Essid , Gael Richard
ICASSP, Mar 2016, Shangai, China
Conference papers hal-02287267v1
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MELODY EXTRACTION BY CONTOUR CLASSIFICATION

Rachel M Bittner , Justin Salamon , Slim Essid , Juan P Bello
International Conference on Music Information Retrieval (ISMIR), Sep 2015, Malaga, Spain
Conference papers hal-02943532v1

Introduction à la factorisation en matrices positives

Slim Essid
Journée Télécom-UPS "Le numérique pour tous", May 2015, Paris, France
Conference papers hal-02287868v1

Hog and Subband power distribution image features for acoustic scene classification

Victor Bisot , Slim Essid , Gael Richard
EUSIPCO, Sep 2015, Nice, France. pp.719-723
Conference papers hal-02287266v1

Nonnegative matrix Factorisation for Audiovisual Document Analysis

Slim Essid
Seminaire Traitement du Langage Parle, LIMSI, 2015, Orsay, France
Conference papers hal-02287882v1

A conditional random field system for beat tracking

Thomas Fillon , C. Joder , Simon Durand , Slim Essid
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia
Conference papers hal-02288433v1

Assessment of new spectral features for eeg-based emotion recognition.

Anne-Claire Conneau , Slim Essid
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy
Conference papers hal-02287334v1
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Gesture recognition using a NMF-based representation of motion-traces extracted from depth silhouettes

Aymeric Masurelle , Slim Essid , Gael Richard
2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 14), May 2014, Florence, Italy
Conference papers hal-00990252v1

A tutorial on Nonnegative Matrix Factorisation with applications to audiovisual content analysis

Slim Essid , Alexey Ozerov
Tutorial at ICME 2014, Jul 2014, Chengdu, China
Conference papers hal-02287869v1

Piecewise constant nonnegative matrix factorization

N. Seichepine , Slim Essid , C. Fevotte , O. Cappe
ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2014, Florence, France. pp.6721-6725, ⟨10.1109/ICASSP.2014.6854901⟩
Conference papers hal-02943536v1
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MULTIMODAL CLASSIFICATION OF DANCE MOVEMENTS USING BODY JOINT TRAJECTORIES AND STEP SOUNDS

Aymeric Masurelle , Slim Essid , Gael Richard
International Workshop on Image and Audio Analysis for Multimedia Interactive Services WIAMIS, Nov 2013, Paris, France. pp.1-4, ⟨10.1109/WIAMIS.2013.6616151⟩
Conference papers hal-00904461v1

Etiquetage automatique de l'audio : une approche de boosting régressif basée sur une fusion souple d'annotateurs

Rémi Foucard , Slim Essid , Mathieu Lagrange , Gael Richard
Coresa, 2013, NA, France
Conference papers hal-01106754v1

Co-factorisation douce en matrices non-négatives. Application au regroupement multimodal de locuteurs

Nicolas Seichepine , Slim Essid , Cédric Févotte , Olivier Cappé
GRETSI, Sep 2013, Brest, France
Conference papers hal-02286798v1
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Exploring new features for music classification

Rémi Foucard , Slim Essid , Gael Richard , Mathieu Lagrange
WIAMIS, Jul 2013, Paris, France. ⟨10.1109/WIAMIS.2013.6616154⟩
Conference papers hal-01126767v1

Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization

N. Seichepine , Slim Essid , C. Fevotte , O. Cappe
ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2013, Vancouver, France. pp.3537-3541, ⟨10.1109/ICASSP.2013.6638316⟩
Conference papers hal-02943543v1

Probabilistic dance performance alignment by fusion of multimodal features

Angelique Dremeau , Slim Essid
IEEE Int’l Conf. on Acoustics, Speech and Signal Processing (ICASSP), May 2013, Vancouver, Canada
Conference papers hal-02288353v1
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Non-negative matrix factorization for single-channel EEG artifact rejection

Cécilia Damon , Antoine Liutkus , Alexandre Gramfort , Slim Essid
ICASSP, 2013, Vancouver, Canada. ⟨10.1109/ICASSP.2013.6637836⟩
Conference papers hal-00958775v1

Nonnegative Tensor Factorization for Single-Channel EEG Artifact Rejection

Cécilia Damon , Antoine Liutkus , Alexandre Gramfort , Slim Essid
IEEE International Workshop on Machine Learning for Signal Processing, Sep 2013, Southampton, United Kingdom
Conference papers hal-02288386v1
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Non-negative Tensor Factorization for Single-Channel EEG Artifact Rejection

Cécilia Damon , Antoine Liutkus , Alexandre Gramfort , Slim Essid
MLSP, Sep 2013, Southampton, United Kingdom. ⟨10.1109/MLSP.2013.6661983⟩
Conference papers hal-00959103v1

Multimodal Signal Analysis at Telecom ParisTech

Slim Essid
Seminaire scienti\unmatchedfb01que de Technicolor R&D, Dec 2013, Rennes, France
Conference papers hal-02288526v1

AN ADVANCED VIRTUAL DANCE PERFORMANCE EVALUATOR

Slim Essid , Dimitrios Alexiadis , Robin Tournemenne , Marc Gowing , Philip Kelly
IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan
Conference papers hal-02288313v1

Analysis of dance movements using gaussian processes

Antoine Liutkus , Angélique Drémeau , Dimitrios Alexiadis , Slim Essid , Petros Daras
the 20th ACM international conference, Oct 2012, Nara, France. pp.1375, ⟨10.1145/2393347.2396492⟩
Conference papers hal-02943555v1
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A regressive boosting approach to automatic audio tagging based on soft annotator fusion

Rémi Foucard , Slim Essid , Mathieu Lagrange , Gael Richard
IEEE ICASSP, Mar 2012, Kyoto, Japan. ⟨10.1109/ICASSP.2012.6287820⟩
Conference papers hal-01132529v1

A SINGLE-CLASS SVM BASED ALGORITHM FOR COMPUTING AN IDENTIFIABLE NMF

Slim Essid
IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan
Conference papers hal-02278688v1

Decomposing the video editing structure of a talk-show using nonnegative matrix factorization

Slim Essid , C. Fevotte
2012 19th IEEE International Conference on Image Processing (ICIP 2012), Sep 2012, Orlando, France. pp.3105-3108, ⟨10.1109/ICIP.2012.6467557⟩
Conference papers hal-02943553v1

Optimizing the mapping from a symbolic to an audio representation for music-to-score alignment

Cyril Joder , Slim Essid , Gael Richard
2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2011, New Paltz, France. pp.121-124, ⟨10.1109/ASPAA.2011.6082330⟩
Conference papers hal-02943613v1

Enhanced visualisation of dance performance from automatically synchronised multimodal recordings

Marc Gowing , Xinyu Lin , Qianni Zhang , Philip Kell , Noel O'Connor
The 19th ACM international conference, Nov 2011, Scottsdale, France. pp.667, ⟨10.1145/2072298.2072414⟩
Conference papers hal-02943617v1

Interactive Classification of Sound Objects for Polyphonic Electro-Acoustic Music Annotation

Sébastien Gulluni , Slim Essid , Olivier Buisson , Gael Richard
AES Conference, 2011, Ilmenau, Germany
Conference papers hal-02713989v1

Multi-scale temporal fusion by boosting for music classification

Rémi Foucard , Slim Essid , Mathieu Lagrange , Gael Richard
ISMIR, 2011, Miami, United States. pp.663-668
Conference papers hal-00639097v1

A multimodal dance corpus for research into real-time interaction between humans in online virtual environments

Slim Essid , Xinyu Lin , Marc Gowing , Georgios Kordelas , Anil Aksay
ICMI WORKSHOP ON MULTIMODAL CORPORA FOR MACHINE LEARNING, Nov 2011, Alicante, Spain
Conference papers hal-02278689v1

An audio-driven virtual dance-teaching assistant

Slim Essid , Yves Grenier , Mounira Maazaoui , Gael Richard , Robin Tournemenne
the 19th ACM international conference, Nov 2011, Scottsdale, France. pp.675, ⟨10.1145/2072298.2072416⟩
Conference papers hal-02713825v1

AN INTERACTIVE SYSTEM FOR ELECTRO-ACOUSTIC MUSIC ANALYSIS

Sébastien Gulluni , Slim Essid , Olivier Buisson , Gael Richard
ISMIR, 2011, Miami, United States
Conference papers hal-02713906v1

Hidden Discrete Tempo Model: A tempo-aware timing model for audio-to-score alignment

Cyril Joder , Slim Essid , Gael Richard
ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, France. pp.397-400, ⟨10.1109/ICASSP.2011.5946424⟩
Conference papers hal-02714059v1

Robust visual features for the multimodal identification of unregistered speakers in TV talk-shows

Félicien Vallet , Slim Essid , Jean Carrive , Gael Richard
2010 17th IEEE International Conference on Image Processing (ICIP 2010), Sep 2010, Hong Kong, France. pp.1469-1472, ⟨10.1109/ICIP.2010.5653393⟩
Conference papers hal-02747558v1

Descripteurs visuels robustes pour l'identification de locuteurs dans des émissions televisées de talk-shows

Vallet Félicien , Slim Essid , Jean Carrive , Gaël Richard
Compression et Représentation des Signaux Audiovisuels (CORESA), Oct 2010, Lyon, France
Conference papers hal-02943621v1

Approche hiérarchique pour un alignement musique-sur-partition efficace

Cyril Joder , Slim Essid , Gael Richard
Compression et Représentation des Signaux Audiovisuels (CORESA), Oct 2010, Lyon, France
Conference papers hal-02943620v1

A comparative study of tonal acoustic features for a symbolic level music-to-score alignment

Cyril Joder , Slim Essid , Gael Richard
2010 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2010, Mar 2010, Dallas, France. pp.409-412, ⟨10.1109/ICASSP.2010.5495784⟩
Conference papers hal-02747785v1

A MULTIMODAL APPROACH TO INITIALISATION FOR TOP-DOWN SPEAKER DIARIZATION OF TELEVISION SHOWS

Simon Bozonnet , Félicien Vallet , Nicholas Evans , Slim Essid , Gael Richard
Eusipco, 2010, aalborg, Denmark
Conference papers hal-02747730v1

AN IMPROVED HIERARCHICAL APPROACH FOR MUSIC-TO-SYMBOLIC SCORE ALIGNMENT

Cyril Joder , Slim Essid , Gael Richard
ISMIR, 2010, Utrecht, Netherlands
Conference papers hal-02747659v1

A conditional random field viewpoint of symbolic audio-to-score matching

Cyril Joder , Slim Essid , Gael Richard
the international conference, Oct 2010, Firenze, France. pp.871, ⟨10.1145/1873951.1874100⟩
Conference papers hal-02747590v1

YAAFE, AN EASY TO USE AND EFFICIENT AUDIO FEATURE EXTRACTION SOFTWARE

Benoît Mathieu , Slim Essid , Thomas Fillon , Jacques Prado , Gael Richard
ISMIR, 2010, Utrecht, Netherlands
Conference papers hal-02747689v1
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Étude des descripteurs acoustiques pour l'alignement temporel audio-sur-partition musicale

Cyril Joder , Slim Essid , Gaël Richard
GRETSI, Sep 2009, Dijon, France
Conference papers hal-02943624v1

Incorporating prior knowledge on the digital media creation process into audio classifiers

M. Lardeur , Slim Essid , Guy Richard , M. Haller , T. Sikora
ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, France. pp.1653-1656, ⟨10.1109/ICASSP.2009.4959918⟩
Conference papers hal-02943669v1

Incorporating prior knowledge on the digital media creation process into audio classifiers

M. Lardeur , S. Essid , Gael Richard , M. Haller , T. Sikora
ICASSP 2009 - 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, France. pp.1653-1656, ⟨10.1109/ICASSP.2009.4959918⟩
Conference papers hal-03117240v1

Étude des descripteurs acoustiques pour l'alignement temporel audio-sur-partition musicale

Cyril Joder , Slim Essid , Gael Richard
Colloque GRETSI, 2009, dijon, France
Conference papers hal-03117111v1
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Interactive Segmentation of Electro-Acoustic Music

Sébastien Gulluni , Slim Essid , Olivier Buisson , Gael Richard
2nd International Workshop on Machine Learning and Music (MML - ECML - PKDD), Sep 2009, Bled, Slovenia
Conference papers hal-02943665v1
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ON THE ROBUSTNESS OF AUDIO FEATURES FOR MUSICAL INSTRUMENT CLASSIFICATION

S Wegener , M Haller , J J Burred , T Sikora , Slim Essid
16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland
Conference papers hal-02943672v1
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ALIGNMENT KERNELS FOR AUDIO CLASSIFICATION WITH APPLICATION TO MUSIC INSTRUMENT RECOGNITION

Cyril Joder , Slim Essid , Gaël Richard
16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland
Conference papers hal-02943674v1

A Collaborative Approach to Video Summarization

Emilie Dumont , Bernard Mérialdo , Slim Essid , Werner Bailer , Daragh Byrne
SAMT 2008, 3rd International Conference on Semantic and Digital Media Technologies, 2008, Koblenz, Germany
Conference papers hal-01987822v1

Rushes Video Summarization using a Collaborative Approach

Emilie Dumont , Bernard Mérialdo , Slim Essid , Werner Bailer , Herwig Rehatschek
TRECVID 2008, ACM International Conference on Multimedia Information Retrieval, 2008, Vancouver, Canada
Conference papers hal-01987824v1
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TOWARDS POLYPHONIC MUSICAL INSTRUMENTS RECOGNITION

Gael Richard , Pierre Leveau , Laurent Daudet , Slim Essid , Bertrand David
19th INTERNATIONAL CONGRESS ON ACOUSTICS, Sep 2007, Madrid, Spain
Conference papers hal-02943678v1

Combined Supervised and Unsupervised Approaches for Automatic Segmentation of Radiophonic Audio Streams

Gael Richard , Mathieu Ramona , Slim Essid
2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2007, Honolulu, France. pp.II-461-II-464, ⟨10.1109/ICASSP.2007.366272⟩
Conference papers hal-02943676v1

Instrument recognition in polyphonic music

Slim Essid , Guy Richard , B. David
(ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., Mar 2005, Philadelphia, United States. pp.245-248, ⟨10.1109/ICASSP.2005.1415692⟩
Conference papers hal-02946873v1
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On the usefulness of differentiated transient/steady-state processing in machine recognition of musical instruments

Slim Essid , Pierre Leveau , Gael Richard , Laurent Daudet , Bertrand David
AES 118th convention, May 2005, Barcelona, Spain
Conference papers hal-02946881v1
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MUSICAL INSTRUMENT RECOGNITION ON SOLO PERFORMANCES

Slim Essid , Gaël Richard , Bertrand David
European Signal Processing Conference (EUSIPCO, Sep 2004, Vienna, Austria
Conference papers hal-02946903v1
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Efficient musical instrument recognition on solo performance music using basic features

Slim Essid , Gael Richard , Bertrand David
AES 25th conference, Jun 2004, London, United Kingdom
Conference papers hal-02946911v1
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MUSICAL INSTRUMENT RECOGNITION BASED ON CLASS PAIRWISE FEATURE SELECTION

Slim Essid , Gael Richard , Bertrand David
International Conference on Music Information Retrieval (ISMIR), Oct 2004, Barcelona, Spain
Conference papers hal-02946907v1
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Modèles Sinusoïdaux Étendus pour le Codage Audio

Remy Boyer , Slim Essid , Karim Abed-Meraim , Nicolas Moreau
Dix-neuvième colloque sur le Traitement du Signal et des Images, Sep 2003, Paris, France
Conference papers hal-02946917v1

Dynamic temporal segmentation in parametric non-stationary modeling for percussive musical signals

Remy Boyer , Slim Essid , Nicolas Moreau
IEEE International Conference on Multimedia and Expo (ICME), Aug 2002, Lausane, Switzerland
Conference papers hal-01251622v1

Transient modeling with a Frequency-Transform Subspace Algorithm and "Transient + Sinusoidal" scheme

Remy Boyer , Slim Essid
IEEE Conference on Digital Signal Processing (DSP), Jul 2002, Santorini, Greece
Conference papers hal-01251630v1

Non-stationary modeling techniques adapted to low bitrate audio coding

Remy Boyer , Slim Essid , Nicolas Moreau
Int. Conf. on Signal Processing (ICSP), Aug 2002, Beijing, China
Conference papers hal-01251615v1

Exploration de techniques modernes de modélisation adaptées à du codage audio bas-débit

Remy Boyer , Slim Essid , Nicolas Moreau
7èmes Journées d'Etudes et d'Echanges : Compression et Représentation des Signaux Audiovisuels (CORESA), Oct 2001, Dijon, France
Conference papers hal-02946929v1
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Multimodal Music Recording Remastering

Giorgia Cantisani , Slim Essid , Gael Richard
DMRN+13: Digital Music Research Network One-day Workshop 2018, Dec 2018, London, United Kingdom
Conference poster hal-03187638v1

Multiview Approaches to Event Detection and Scene Analysis

Slim Essid , Sanjeel Parekh , Ngoc Q. K. Duong , Romain Serizel , Alexey Ozerov
Computational Analysis of Sound Scenes and Events, Springer International Publishing AG, 2017
Book sections hal-02287697v1
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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⟩
Book sections hal-01575619v1
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Multiview approaches to event detection and scene analysis

Slim Essid , Sanjeel Parekh , Ngoc Q. K. Duong , Romain Serizel , Alexey Ozerov
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⟩
Book sections hal-01620341v1

Fusion of Multimodal Information in Music Content Analysis

Slim Essid , Gael Richard
Multimodal Music Processing, Dagstuhl Follow-Ups,, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik,, 2012
Book sections hal-02653102v1

Feature Extraction for Multimedia Analysis

Rachid Benmokhtar , Huet Benoit , Gael Richard , Thierry Declerck , Slim Essid
Multimedia Semantics: Metadata, Analysis and Interaction, Wiley, 2011
Book sections hal-02653016v1

Traitement des modalites "audio" et "parole"

Gilles Adda , Gérard Chollet , Slim Essid , Thomas Fillon , Martine Garnier-Rizet
Marine Campedel et Pierre Hoogstel. Sémantique et multimodalité en analyse de l'information, Hermes/Lavoisier, 2011, 978-2-7462-3139-9
Book sections hal-02943616v1

High-level TV talk show structuring centered on speakers' interventions

Félicien Vallet , Slim Essid , Jean Carrive , Gael Richard
TV Content Analysis: Techniques and Applications, CRC Press, Taylor Francis LLC, 2011
Book sections hal-02653090v1

Machine Learning Techniques for Multimedia Analysis

Slim Essid , Marine Campedel , Gael Richard , Tomas Piatrik , Rachid Benmokhtar
Multimedia Semantics: Metadata, Analysis and Interaction, 2011
Book sections hal-02943615v1
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Classification automatique des signaux audio-fréquences : reconnaissance des instruments de musique

Slim Essid
Traitement du signal et de l'image [eess.SP]. Université Pierre et Marie Curie - Paris VI, 2005. Français. ⟨NNT : ⟩
Theses pastel-00002738v1