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Findings of the IWSLT 2020 Evaluation campaign
Niehues, Jan; Federico, Marcello; Ma, Xutai. - : Association for Computational Linguistics, 2022
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VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation
In: https://hal.inria.fr/hal-03329290 ; 2021, ⟨10.18653/v1/2021.acl-long.80⟩ (2021)
Abstract: International audience ; We introduce VoxPopuli, a large-scale multilingual corpus providing 400K hours of unlabeled speech data in 23 languages. It is the largest open data to date for unsupervised representation learning as well as semisupervised learning. VoxPopuli also contains 1.8K hours of transcribed speeches in 15 languages and their aligned oral interpretations into 15 target languages totaling 17.3K hours. We provide speech recognition (ASR) baselines and validate the versatility of VoxPopuli unlabeled data in semisupervised ASR and speech-to-text translation under challenging out-of-domain settings.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]
URL: https://hal.inria.fr/hal-03329290/document
https://hal.inria.fr/hal-03329290
https://doi.org/10.18653/v1/2021.acl-long.80
https://hal.inria.fr/hal-03329290/file/2101.00390.pdf
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3
Lightweight Adapter Tuning for Multilingual Speech Translation
In: The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) ; https://hal.archives-ouvertes.fr/hal-03294912 ; The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Aug 2021, Bangkok (Virtual), Thailand (2021)
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4
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task ...
Tang, Yun; Gong, Hongyu; Li, Xian. - : arXiv, 2021
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5
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ...
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6
Lightweight Adapter Tuning for Multilingual Speech Translation ...
Le, Hang; Pino, Juan; Wang, Changhan. - : arXiv, 2021
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7
Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling ...
Gong, Hongyu; Tang, Yun; Pino, Juan. - : arXiv, 2021
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8
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ...
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9
Lightweight Adapter Tuning for Multilingual Speech Translation ...
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10
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ...
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11
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ...
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12
Textless Speech-to-Speech Translation on Real Data ...
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13
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation
In: COLING 2020 (long paper) ; https://hal.archives-ouvertes.fr/hal-02991564 ; COLING 2020 (long paper), Dec 2020, Virtual, Spain (2020)
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14
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang; Pino, Juan; Wang, Changhan. - : arXiv, 2020
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15
CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpus ...
Wang, Changhan; Pino, Juan; Wu, Anne. - : arXiv, 2020
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16
CoVoST 2 and Massively Multilingual Speech-to-Text Translation ...
Wang, Changhan; Wu, Anne; Pino, Juan. - : arXiv, 2020
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17
Multilingual Speech Translation with Efficient Finetuning of Pretrained Models ...
Li, Xian; Wang, Changhan; Tang, Yun. - : arXiv, 2020
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18
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang; Pino, Juan; Changhan Wang. - : Zenodo, 2020
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19
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang; Pino, Juan; Changhan Wang. - : Zenodo, 2020
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20
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang; Pino, Juan; Changhan Wang. - : Zenodo, 2020
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