Search - Equipe Signal, Statistique et Apprentissage Access content directly

Filter your results

1 368 Results
Image document

Training dynamic models using early exits for automatic speech recognition on resource-constrained devices

George August Wright , Umberto Cappellazzo , Salah Zaiem , Desh Raj , Lucas Ondel Yang , et al.
2023
Preprints, Working Papers, ... hal-04216190v1

Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis

Victor Letzelter , Mathieu Fontaine , Patrick Pérez , Gael Richard , Slim Essid , et al.
Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023, New Orleans, United States
Conference papers hal-04216055v1
Image document

When to generate hedges in peer-tutoring interactions

Alafate Abulimiti , Chloé Clavel , Justine Cassell
24th Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), Sep 2023, Prague, Czech Republic
Conference papers hal-04212792v1

Dodging the Double Descent in Deep Neural Networks

Victor Quétu , Enzo Tartaglione
2023 IEEE International Conference on Image Processing (ICIP), Oct 2023, Kuala Lumpur, Malaysia. pp.1625-1629, ⟨10.1109/ICIP49359.2023.10222624⟩
Conference papers hal-04206447v1

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

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

Procede d'estimation des parametres de la distribution des temps de reponse de particules d'un systeme, applique notamment aux mesures de fluorescence

François Roueff , Tabea Rebafka , Antoine Souloumiac
France, Patent n° : WO201089363 A1. 2009, https://permalink.orbit.com/RenderStaticFirstPage?XPN=c6zRPaNa9PLk6tgd1AcF55NXe7dphUsu7KxJINoFg8I%3D%26n%3D1&id=0&base=FAMPAT
Patents hal-04200232v1

Système et procédé d'estimation du comportement thermique d'un bâtiment, pour un contrôle optimal de chauffage

Tahar Nabil , Jean-Marc Jicquel , Alexandre Girard , François Roueff
France, Patent n° : EP3291033 B1. 2016, https://permalink.orbit.com/RenderStaticFirstPage?XPN=D60zzGfnof%252BeccOAsqvWAnfDUqlXTJ5uwQdFuycu4uk%3D%26n%3D1&id=0&base=FAMPAT
Patents hal-04200228v1

Procédé et dispositif de détermination indirecte d'un flux solaire incident

Tahar Nabil , Jean-Marc Jicquel , Alexandre Girard , François Roueff
France, N° de brevet: EP3460534 B1. 2017, https://permalink.orbit.com/RenderStaticFirstPage?XPN=QOanRZ3izCL4%252BC%252F5M6pym3fDUqlXTJ5uwQdFuycu4uk%3D%26n%3D1&id=0&base=FAMPAT
Patents hal-04200222v1

Estimation d'un circuit électrique équivalent, à résistances et capacités thermiques, d'un bâtiment pour le contrôle optimal du chauffage du bâtiment

Tahar Nabil , Jean-Marc Jicquel , Alexandre Girard , François Roueff
France, N° de brevet: EP3508996 A1. 2018, https://permalink.orbit.com/RenderStaticFirstPage?XPN=S5GmjW98%252BeXWqxLm4QBXD3fDUqlXTJ5uwQdFuycu4uk%3D%26n%3D1&id=0&base=FAMPAT
Patents hal-04200219v1
Image document

Weakly stationary stochastic processes valued in a separable Hilbert space: Gramian-Cramér representations and applications

Amaury Durand , François Roueff
ESAIM: Probability and Statistics, 2023, ⟨10.1051/ps/2023014⟩
Journal articles hal-02318267v7
Image document

Singer Identity Representation Learning using Self-Supervised Techniques

Bernardo Torres , Stefan Lattner , Gael Richard
International Society for Music Information Retrieval Conference (ISMIR 2023), Nov 2023, Milan, Italy
Conference papers hal-04186048v1
Image document

Transfer Learning and Bias Correction with Pre-trained Audio Embeddings

Changhong Wang , Gael Richard , Brian Mcfee
International Society for Music Information Retrieval Conference (ISMIR 2023), Nov. 2023, Milan, Italy, Nov 2023, Milan, Italy
Conference papers hal-04186033v1
Image document

Variance-Reduced Methods for Machine Learning

Robert M Gower , Mark Schmidt , Francis Bach , Peter Richtárik
Proceedings of the IEEE, 2020, 108 (11), ⟨10.1109/JPROC.2020.3028013⟩
Journal articles hal-04182657v1

Fast and accurate nonlinear interference in-band spectrum prediction for sparse channel allocation

Isaia Andrenacci , Matteo Lonardi , Petros Ramantanis , Elie Awwad , Ekhine Irurozki , et al.
2023 International Conference on Optical Network Design and Modeling (ONDM), May 2023, Coimbra, Portugal
Conference papers hal-04181570v1
Image document

Stochastic Subgradient Descent Escapes Active Strict Saddles on Weakly Convex Functions

Pascal Bianchi , Walid Hachem , Sholom Schechtman
Mathematics of Operations Research, In press
Journal articles hal-03442137v3
Image document

SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays

Nicolas Furnon , Romain Serizel , Slim Essid , Irina Illina
2021
Preprints, Working Papers, ... hal-04173974v1
Image document

Time-Domain Audio Source Separation Based on Gaussian Processes with Deep Kernel Learning

Aditya Arie Nugraha , Diego Di Carlo , Yoshiaki Bando , Mathieu Fontaine , Kazuyoshi Yoshii
WASPAA, Oct 2023, New Paltz, France
Conference papers hal-04172863v1
Image document

Stochastic Second Order Methods and Finite Time Analysis of Policy Gradient Methods

Rui Yuan
Computational Geometry [cs.CG]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAT010⟩
Theses tel-04170820v1

Hi! PARIS: IA et Sciences des données pour la société

Gael Richard , Vieille Nicolas , Moulines Eric
Télécom : revue de l'Association Amicale des ingénieurs de l'Ecole Nationale Supérieure des télécommunications, 2023, #209
Journal articles hal-04168456v1
Image document

Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF

Parekh Jayneel , Parekh Sanjeel , Mozharovskyi Pavlo , d'Alché-Buc Florence , Gael Richard
Advances in Neural Information Processing Systems, 2022, New Orleans, United States
Conference papers hal-04168435v1
Image document

Is on-line handwriting gender-sensitive? what tells us a combination of statistical and machine learning approaches

Laurence Likforman-Sulem , Gennaro Cordasco , Anna Esposito
ICPRAI 2022 :3rd International Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France. ⟨10.1007/978-3-031-09037-0_24⟩
Conference papers hal-04166172v1
Image document

Study of historical Byzantine seal images: the BHAI project for computer-based sigillography

Victoria Eyharabide , Laurence Likforman-Sulem , Lucia Maria Orlandi , Alexandre Binoux , Theophile Rageau , et al.
International Workshop on Historical Document Imaging and Processing HIP 2023, 2023, San Jose (USA, Californie), United States. ⟨10.1145/3604951.3605523⟩
Conference papers hal-04166122v1
Image document

Diverse Paraphrasing with Insertion Models for Few-Shot Intent Detection

Raphaël Chevasson , Charlotte Laclau , Christophe Gravier
IDA 2023: Advances in Intelligent Data Analysis XXI, Apr 2023, Louvain-la-Neuve, Belgium. pp.65-76, ⟨10.1007/978-3-031-30047-9_6⟩
Conference papers ujm-04165556v1
Image document

Transfer Learning and Bias Correction with Pre-trained Audio Embeddings

Changhong Wang , Gaël Richard , Brian Mcfee
The 24th conference of the International Society for Music Information Retrieval (ISMIR), Nov 2023, Milan, Italy
Conference papers hal-04160013v1
Image document

SSM-NET: FEATURE LEARNING FOR MUSIC STRUCTURE ANALYSIS USING A SELF-SIMILARITY-MATRIX BASED LOSS

Geoffroy Peeters , Florian Angulo
Late-Breaking/Demo Session of ISMIR (International Society for Music Infor- mation Retrieval), Dec 2022, Bengalore, India
Conference papers hal-03860497v1

Self-Similarity-Based and Novelty-based loss for music structure analysis

Geoffroy Peeters
Conference of the International Society for Music Information Retrieval, Nov 2023, Milano, Italy
Conference papers hal-04155178v1
Image document

Structured Prediction with Output Regularization : Improving Statistical and Computational Efficiency

Luc Motte
Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAT015⟩
Theses tel-04152360v1
Image document

How About Kind of Generating Hedges using End-to-End Neural Models?

Alafate Abulimiti , Chloé Clavel , Justine Cassell
61st Annual Meeting of the Association for Computational Linguistics, Jul 2023, Toronto, Canada
Conference papers hal-04143015v1
Image document

A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations

Pierre Colombo , Pablo Piantanida , Chloé Clavel
Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Aug 2021, Online, France. ⟨10.48448/dqvn-s462⟩
Conference papers hal-03979752v2