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Image, Data, Signal departement - IDS
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Latest publications
Gaël Richard, Paris Smaragdis, Sharon Gannot, Patrick A Naylor, Shoji Makino, et al.. Audio Signal Processing in the 21st Century.
IEEE Signal Processing Magazine
, 2023,
⟨10.1109/MSP.2023.3276171⟩
.
⟨hal-04112575⟩
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 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
, Jun 2023, Rhodes Island, Greece. pp.1-5,
⟨10.1109/ICASSP49357.2023.10095833⟩
.
⟨hal-04093374⟩
Changhong Wang, Vincent Lostanlen, Mathieu Lagrange. Explainable Audio Classification of Playing Techniques with Layer-wise Relevance Propagation.
2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
, Jun 2023, Lalyssos, Greece.
⟨hal-04029145⟩
Félix Mathieu, Thomas Courtat, Gael Richard, Geoffroy Peeters. LEARNING INTERPRETABLE FILTERS IN WAV-UNET FOR SPEECH ENHANCEMENT.
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
, Jun 2023, Rhodes, Greece.
⟨hal-04048829⟩
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 2023 - International Conference on Acoustics, Speech, and Signal Processing
, Jun 2023, Rhodes, Greece.
⟨hal-04076307⟩
Alasdair Newson, Yann Traonmilin. Disentangled latent representations of images with atomic autoencoders. 2023.
⟨hal-03962759v2⟩
Hari Hara Gowtham, Amal Dev Parakkat, Marie-Paule Cani. PointCloudSlicer: Gesture-based segmentation of point clouds.
44th Annual Conference of the European Association for Computer Graphics (EUROGRAPHICS 2023)
, European Association for Computer Graphic, May 2023, Saarbruck, Germany.
⟨hal-04013673⟩
Emma Sarfati, Alexandre Bone, Marc-Michel Rohe, Pietro Gori, Isabelle Bloch. Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies.
IEEE ISBI
, Apr 2023, Cartagena de Indias, Colombia.
⟨hal-03993204⟩
Olivier Fercoq. Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient. 2023.
⟨hal-03228252v3⟩
Louis Airale, Xavier Alameda-Pineda, Stéphane Lathuilière, Dominique Vaufreydaz. Autoregressive GAN for Semantic Unconditional Head Motion Generation. 2023.
⟨hal-03833759v2⟩
Keywords
Segmentation
Signal processing
Dynamical systems
Electroencephalography EEG
Image denoising
Denoising
Informed source separation
Patches
Empirical risk minimization
Inverse problems
Compression
Wavelets
Stochastic approximation
Estimation
Video coding
Nonnegative matrix factorization
Hill estimator
Fuzzy sets
Image processing
Computer vision
Magnetoencephalography MEG
Remote sensing
Super-resolution
Convolutional neural networks
Polarimetry
AVC
Spatial reasoning
Imagerie médicale
Convex optimization
EEG
Réseaux de neurones
Nonnegative Matrix Factorization
Compressed Sensing
Synchronization
Blind source separation
Artificial intelligence
Classification
Audio signal processing
Ranking
Structural information
Inverse problem
Anomaly detection
Diffusion
Nonnegative matrix factorisation
Audio source separation
Wavelet analysis
Bipartite ranking
Image understanding
Photographie
Détection d'anomalies
Phase reconstruction
Apprentissage profond
Computer Graphics
Feature selection
Machine learning
View synthesis
EM algorithm
Statistical learning
Clustering
Data augmentation
Retina imaging
SAR
Texture synthesis
Adaptive optics
Source separation
Brain imaging
Reverberation
Change detection
Music information retrieval
Automatic speech recognition
Network coding
Apprentissage statistique
Multivariate extremes
Variational inference
MRI
HEVC
Bootstrap
Multimedia
ESPRIT
Télédétection
Matrix factorization
Optimal transport
Deep learning
Apprentissage automatique
Feature learning
Hidden Markov models
Deep Learning
Spatial relations
Computer graphics
Non-negative matrix factorization
Natural language processing
Machine Learning
Room impulse response
Non-local means
Mathematical morphology
Optimization
Speech enhancement
Débruitage
Consistency
Wiener filtering
Number of fulltext
1 277
Number of references
1 687
Open access
Collaborations per country