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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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01/27/2023
Pre-training for Speech Translation: CTC Meets Optimal Transport
The gap between speech and text modalities is a major challenge in speec...
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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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05/24/2020
ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020
This paper describes the ON-TRAC Consortium translation systems develope...
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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
The LIG system for the English-Czech Text Translation Task of IWSLT 2019
In this paper, we present our submission for the English to Czech Text T...
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05/14/2019
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation
In this article, we tackle the issue of the limited quantity of manually...
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11/02/2018
Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships
In Word Sense Disambiguation (WSD), the predominant approach generally i...
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04/23/2018
ASR Performance Prediction on Unseen Broadcast Programs using Convolutional Neural Networks
In this paper, we address a relatively new task: prediction of ASR perfo...
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09/03/2017