Slim Essid

ORCID

Publication Activity (10 Years)

Years Active: 2002-2025
Publications (10 Years): 83

Top Venues

CoRR

ICASSP

ISMIR

IEEE ACM Trans. Audio Speech Lang. Process.

Pierre and Marie Curie University, Paris, France (PHD)

Education History

Pierre and Marie Curie University, Paris, France

PHD

Publications

Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
Speech self-supervised representations benchmarking: A case for larger probing heads. Comput. Speech Lang. 89 (2025)
Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, Gaël Richard, Patrick Pérez
Winner-takes-all learners are geometry-aware conditional density estimators. CoRR (2024)
Elio Gruttadauria, Mathieu Fontaine, Slim Essid
Online Speaker Diarization of Meetings Guided by Speech Separation. ICASSP (2024)
Salah Zaiem, Titouan Parcollet, Slim Essid
Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations. CoRR (2024)
Morgan Buisson, Brian McFee, Slim Essid, Hélène C. Crayencour
Self-Supervised Learning of Multi-Level Audio Representations for Music Segmentation. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
David Perera, Victor Letzelter, Théo Mariotte, Adrien Cortés, Mickaël Chen, Slim Essid, Gaël Richard
Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing. CoRR (2024)
Elio Gruttadauria, Mathieu Fontaine, Slim Essid
Online speaker diarization of meetings guided by speech separation. CoRR (2024)
Thomas Serre, Mathieu Fontaine, Éric Benhaim, Geoffroy Dutour, Slim Essid
A lightweight dual-stage framework for personalized speech enhancement based on DeepFilterNet2. CoRR (2024)
Antonin Gagneré, Slim Essid, Geoffroy Peeters
Adapting Pitch-Based Self Supervised Learning Models for Tempo Estimation. ICASSP (2024)
Aurian Quelennec, Michel Olvera, Geoffroy Peeters, Slim Essid
On The Choice of the Optimal Temporal Support for Audio Classification with Pre-Trained Embeddings. ICASSP (2024)
Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays. CoRR (2023)
Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière
Collaborating Foundation models for Domain Generalized Semantic Segmentation. CoRR (2023)
Florian Angulo, Slim Essid, Geoffroy Peeters, Christophe Mietlicki
Cosmopolite Sound Monitoring (CoSMo): A Study of Urban Sound Event Detection Systems Generalizing to Multiple Cities. ICASSP (2023)
Aurian Quelennec, Michel Olvera, Geoffroy Peeters, Slim Essid
On the choice of the optimal temporal support for audio classification with Pre-trained embeddings. CoRR (2023)
Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
Speech Self-Supervised Representations Benchmarking: a Case for Larger Probing Heads. CoRR (2023)
Salah Zaiem, Robin Algayres, Titouan Parcollet, Slim Essid, Mirco Ravanelli
Fine-Tuning Strategies for Faster Inference Using Speech Self-Supervised Models: A Comparative Study. ICASSP Workshops (2023)
Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? INTERSPEECH (2023)
Salah Zaiem, Robin Algayres, Titouan Parcollet, Slim Essid, Mirco Ravanelli
Fine-tuning Strategies for Faster Inference using Speech Self-Supervised Models: A Comparative Study. CoRR (2023)
Salah Zaiem, Youcef Kemiche, Titouan Parcollet, Slim Essid, Mirco Ravanelli
Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? CoRR (2023)
Morgan Buisson, Brian McFee, Slim Essid, Hélène C. Crayencour
A Repetition-Based Triplet Mining Approach for Music Segmentation. ISMIR (2023)
Victor Letzelter, Mathieu Fontaine, Mickaël Chen, Patrick Pérez, Slim Essid, Gaël Richard
Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis. NeurIPS (2023)
Victor Letzelter, Mathieu Fontaine, Mickaël Chen, Patrick Pérez, Slim Essid, Gaël Richard
Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis. CoRR (2023)
Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière
One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models. CoRR (2023)
Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière
One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models. CVPR Workshops (2023)
Salah Zaiem, Titouan Parcollet, Slim Essid
Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations. INTERSPEECH (2023)
Salah Zaiem, Titouan Parcollet, Slim Essid
Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations. CoRR (2023)
Valentin Barrière, Slim Essid, Chloé Clavel
Opinions in Interactions : New Annotations of the SEMAINE Database. LREC (2022)
Salah Zaiem, Titouan Parcollet, Slim Essid, Abdelwahab Heba
Pretext Tasks Selection for Multitask Self-Supervised Audio Representation Learning. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Salah Zaiem, Titouan Parcollet, Slim Essid
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning. CoRR (2022)
Morgan Buisson, Brian McFee, Slim Essid, Hélène C. Crayencour
Learning Multi-Level Representations for Hierarchical Music Structure Analysis.. ISMIR (2022)
David Perera, Slim Essid, Gaël Richard
Latent and Adversarial Data Augmentations for Sound Event Detection and Classification. DCASE (2022)
Salah Zaiem, Titouan Parcollet, Slim Essid
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning. INTERSPEECH (2022)
Giorgia Cantisani, Slim Essid, Gaël Richard
Neuro-Steered Music Source Separation With EEG-Based Auditory Attention Decoding And Contrastive-NMF. ICASSP (2021)
Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes. EUSIPCO (2021)
Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
Distributed Speech Separation in Spatially Unconstrained Microphone Arrays. ICASSP (2021)
Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
DNN-Based Mask Estimation for Distributed Speech Enhancement in Spatially Unconstrained Microphone Arrays. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes. CoRR (2021)
Atef Ben Youssef, Chloé Clavel, Slim Essid
Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction. IEEE Trans. Affect. Comput. 12 (3) (2021)
Salah Zaiem, Titouan Parcollet, Slim Essid
Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning. Interspeech (2021)
Salah Zaiem, Titouan Parcollet, Slim Essid
Conditional independence for pretext task selection in Self-supervised speech representation learning. CoRR (2021)
Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gaël Richard
User-Guided One-Shot Deep Model Adaptation for Music Source Separation. WASPAA (2021)
Salah Zaiem, Titouan Parcollet, Slim Essid
Pretext Tasks selection for multitask self-supervised speech representation learning. CoRR (2021)
Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. CoRR (2020)
Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
DNN-based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. ICASSP (2020)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Weakly Supervised Representation Learning for Audio-Visual Scene Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Atef Ben Youssef, Giovanna Varni, Slim Essid, Chloé Clavel
On-the-fly Detection of User Engagement Decrease in Spontaneous Human-Robot Interaction, International Journal of Social Robotics, 2019. CoRR (2020)
Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Identify, Locate and Separate: Audio-Visual Object Extraction in Large Video Collections Using Weak Supervision. WASPAA (2019)
Zhiyao Duan, Slim Essid, Cynthia C. S. Liem, Gaël Richard, Gaurav Sharma
Audiovisual Analysis of Music Performances: Overview of an Emerging Field. IEEE Signal Process. Mag. 36 (1) (2019)
Giorgia Cantisani, Slim Essid, Gaël Richard
EEG-Based Decoding of Auditory Attention to a Target Instrument in Polyphonic Music. WASPAA (2019)
Lucas Maia, Magdalena Fuentes, Luiz W. P. Biscainho, Martín Rocamora, Slim Essid
SAMBASET: A Dataset of Historical Samba de Enredo Recordings for Computational Music Analysis. ISMIR (2019)
Alexandre Garcia, Pierre Colombo, Slim Essid, Florence d'Alché-Buc, Chloé Clavel
From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining. CoRR (2019)
Magdalena Fuentes, Lucas Maia, Martín Rocamora, Luiz W. P. Biscainho, Hélène Camille Crayencour, Slim Essid, Juan Pablo Bello
Tracking Beats and Microtiming in Afro-Latin American Music Using Conditional Random Fields and Deep Learning. ISMIR (2019)
Alexandre Garcia, Slim Essid, Florence d'Alché-Buc, Chloé Clavel
A multimodal movie review corpus for fine-grained opinion mining. CoRR (2019)
Magdalena Fuentes, Brian McFee, Hélène C. Crayencour, Slim Essid, Juan Pablo Bello
A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning. ICASSP (2019)
Atef Ben Youssef, Giovanna Varni, Slim Essid, Chloé Clavel
On-the-Fly Detection of User Engagement Decrease in Spontaneous Human-Robot Interaction Using Recurrent and Deep Neural Networks. Int. J. Soc. Robotics 11 (5) (2019)
Alexandre Garcia, Pierre Colombo, Florence d'Alché-Buc, Slim Essid, Chloé Clavel
From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining. EMNLP/IJCNLP (1) (2019)
Alexandre Garcia, Chloé Clavel, Slim Essid, Florence d'Alché-Buc
Structured Output Learning with Abstention: Application to Accurate Opinion Prediction. ICML (2018)
Jean-Baptiste Schiratti, Jean-Eudes Le Douget, Michel Le Van Quyen, Slim Essid, Alexandre Gramfort
An Ensemble Learning Approach to Detect Epileptic Seizures from Long Intracranial EEG Recordings. ICASSP (2018)
Alexandre Garcia, Slim Essid, Chloé Clavel, Florence d'Alché-Buc
Structured Output Learning with Abstention: Application to Accurate Opinion Prediction. CoRR (2018)
Valentin Barrière, Chloé Clavel, Slim Essid
Attitude Classification in Adjacency Pairs of a Human-Agent Interaction with Hidden Conditional Random Fields. ICASSP (2018)
Dogac Basaran, Slim Essid, Geoffroy Peeters
Main Melody Estimation with Source-Filter NMF and CRNN. ISMIR (2018)
Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid
Multi-task Feature Learning for EEG-based Emotion Recognition Using Group Nonnegative Matrix Factorization. EUSIPCO (2018)
Kah Jun Hong, Slim Essid, Wee Ser, David Chee-Guan Foo
A robust audio classification system for detecting pulmonary edema. Biomed. Signal Process. Control. 46 (2018)
Valentin Barrière, Chloé Clavel, Slim Essid
Opinion Dynamics Modeling for Movie Review Transcripts Classification with Hidden Conditional Random Fields. CoRR (2018)
Magdalena Fuentes, Brian McFee, Hélène C. Crayencour, Slim Essid, Juan Pablo Bello
Analysis of Common Design Choices in Deep Learning Systems for Downbeat Tracking. ISMIR (2018)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. CVPR Workshops (2018)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. CoRR (2018)
Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Identify, locate and separate: Audio-visual object extraction in large video collections using weak supervision. CoRR (2018)
Valentin Barrière, Chloé Clavel, Slim Essid
Opinion Dynamics Modeling for Movie Review Transcripts Classification with Hidden Conditional Random Fields. INTERSPEECH (2017)
Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard
Nonnegative Feature Learning Methods for Acoustic Scene Classification. DCASE (2017)
Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard
Feature Learning With Matrix Factorization Applied to Acoustic Scene Classification. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)
Atef Ben Youssef, Chloé Clavel, Slim Essid, Miriam Bilac, Marine Chamoux, Angelica Lim
UE-HRI: a new dataset for the study of user engagement in spontaneous human-robot interactions. ICMI (2017)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Motion informed audio source separation. ICASSP (2017)
Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
Guiding audio source separation by video object information. WASPAA (2017)
Romain Serizel, Victor Bisot, Slim Essid, Gaël Richard
Supervised group nonnegative matrix factorisation with similarity constraints and applications to speaker identification. ICASSP (2017)
Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard
Leveraging deep neural networks with nonnegative representations for improved environmental sound classification. MLSP (2017)
Anne-Claire Conneau, Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid
EMOEEG: A new multimodal dataset for dynamic EEG-based emotion recognition with audiovisual elicitation. EUSIPCO (2017)
Victor Bisot, Slim Essid, Gaël Richard
Overlapping sound event detection with supervised Nonnegative Matrix Factorization. ICASSP (2017)
Romain Serizel, Slim Essid, Gaël Richard
Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification. ICASSP (2016)
Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard
Acoustic scene classification with matrix factorization for unsupervised feature learning. ICASSP (2016)
Simon Durand, Slim Essid
Downbeat Detection with Conditional Random Fields and Deep Learned Features. ISMIR (2016)
Romain Serizel, Victor Bisot, Slim Essid, Gaël Richard
Machine listening techniques as a complement to video image analysis in forensics. ICIP (2016)
Romain Serizel, Slim Essid, Gaël Richard
Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence. MLSP (2016)
Thomas Fillon, Cyril Joder, Simon Durand, Slim Essid
A Conditional Random Field system for beat tracking. ICASSP (2015)
Victor Bisot, Slim Essid, Gaël Richard
HOG and subband power distribution image features for acoustic scene classification. EUSIPCO (2015)
Rachel M. Bittner, Justin Salamon, Slim Essid, Juan Pablo Bello
Melody Extraction by Contour Classification. ISMIR (2015)
Aymeric Masurelle, Ahmed Rida Sekkat, Slim Essid, Gaël Richard
TPT-Dance&Actions : un corpus multimodal d'activités humaines. Traitement du Signal 32 (4) (2015)
Aymeric Masurelle, Slim Essid, Gaël Richard
Gesture recognition using a NMF-based representation of motion-traces extracted from depth silhouettes. ICASSP (2014)
Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
Piecewise constant nonnegative matrix factorization. ICASSP (2014)
Anne-Claire Conneau, Slim Essid
Assessment of new spectral features for eeg-based emotion recognition. ICASSP (2014)
Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
Soft Nonnegative Matrix Co-Factorization. IEEE Trans. Signal Process. 62 (22) (2014)
Slim Essid, Xinyu Lin, Marc Gowing, Georgios Kordelas, Anil Aksay, Philip Kelly, Thomas Fillon, Qianni Zhang, Alfred Dielmann, Vlado Kitanovski, Robin Tournemenne, Aymeric Masurelle, Ebroul Izquierdo, Noel E. O'Connor, Petros Daras, Gaël Richard
A multi-modal dance corpus for research into interaction between humans in virtual environments. J. Multimodal User Interfaces 7 (1-2) (2013)
Cyril Joder, Slim Essid, Gaël Richard
Learning Optimal Features for Polyphonic Audio-to-Score Alignment. IEEE Trans. Speech Audio Process. 21 (10) (2013)
Slim Essid, Cédric Févotte
Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual Document Structuring. IEEE Trans. Multim. 15 (2) (2013)
Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization. ICASSP (2013)
Angélique Dremeau, Slim Essid
Probabilistic dance performance alignment by fusion of multimodal features. ICASSP (2013)
Rémi Foucard, Slim Essid, Gaël Richard, Mathieu Lagrange
Exploring new features for music classification. WIAMIS (2013)
Cécilia Damon, Antoine Liutkus, Alexandre Gramfort, Slim Essid
Non-negative Tensor Factorization for single-channel EEG artifact rejection. MLSP (2013)
Aymeric Masurelle, Slim Essid, Gaël Richard
Multimodal classification of dance movements using body joint trajectories and step sounds. WIAMIS (2013)
Félicien Vallet, Slim Essid, Jean Carrive
A Multimodal Approach to Speaker Diarization on TV Talk-Shows. IEEE Trans. Multim. 15 (3) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Slim Essid