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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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06/13/2023
NAVER LABS Europe's Multilingual Speech Translation Systems for the IWSLT 2023 Low-Resource Track
This paper presents NAVER LABS Europe's systems for Tamasheq-French and ...
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05/04/2022
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks
This paper describes the ON-TRAC Consortium translation systems develope...
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04/04/2022
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems
Self-supervised models for speech processing emerged recently as popular...
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01/13/2022
Speech Resources in the Tamasheq Language
In this paper we present two datasets for Tamasheq, a developing languag...
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06/08/2021
Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings
When documenting oral-languages, Unsupervised Word Segmentation (UWS) fr...
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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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03/30/2020
Investigating Language Impact in Bilingual Approaches for Computational Language Documentation
For endangered languages, data collection campaigns have to accommodate ...
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10/30/2019
ON-TRAC Consortium End-to-End Speech Translation Systems for the IWSLT 2019 Shared Task
This paper describes the ON-TRAC Consortium translation systems develope...
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10/11/2019
How Does Language Influence Documentation Workflow? Unsupervised Word Discovery Using Translations in Multiple Languages
For language documentation initiatives, transcription is an expensive re...
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07/30/2019
MaSS: A Large and Clean Multilingual Corpus of Sentence-aligned Spoken Utterances Extracted from the Bible
The CMU Wilderness Multilingual Speech Dataset is a newly published mult...
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06/29/2019
Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings
Since Bahdanau et al. [1] first introduced attention for neural machine ...
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07/27/2018
A small Griko-Italian speech translation corpus
This paper presents an extension to a very low-resource parallel corpus ...
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06/18/2018
Unsupervised Word Segmentation from Speech with Attention
We present a first attempt to perform attentional word segmentation dire...
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09/17/2017