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09/11/2023
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech
Self-supervised learning (SSL) is at the origin of unprecedented improve...
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11/12/2021
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
Adversarial examples are often cited by neuroscientists and machine lear...
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06/02/2021
Lightweight Adapter Tuning for Multilingual Speech Translation
Adapter modules were recently introduced as an efficient alternative to ...
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04/23/2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech
Self-Supervised Learning (SSL) using huge unlabeled data has been succes...
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11/02/2020
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation
We introduce dual-decoder Transformer, a new model architecture that joi...
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06/01/2020
Emergence of Separable Manifolds in Deep Language Representations
Deep neural networks (DNNs) have shown much empirical success in solving...
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12/11/2019
FlauBERT: Unsupervised Language Model Pre-training for French
Language models have become a key step to achieve state-of-the-art resul...
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11/07/2019