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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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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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3
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ...
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4
Lightweight Adapter Tuning for Multilingual Speech Translation ...
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5
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ...
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6
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ...
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7
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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8
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang; Pino, Juan; Wang, Changhan. - : arXiv, 2020
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9
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang; Pino, Juan; Changhan Wang. - : Zenodo, 2020
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10
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang; Pino, Juan; Changhan Wang. - : Zenodo, 2020
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11
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang; Pino, Juan; Changhan Wang. - : Zenodo, 2020
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12
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang; Pino, Juan; Changhan Wang. - : Zenodo, 2020
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13
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Abstract: We introduce dual-decoder Transformer, a new model architecture that jointly performs auto- matic speech recognition (ASR) and multilingual speech translation (ST). Our models are based on the original Transformer architecture (Vaswani et al., 2017) but consist of two decoders, each responsible for one task (ASR or ST). Our major contribution lies in how these decoders interact with each other: one decoder can attend to different information sources from the other via a dual-attention mechanism. We propose two variants of these architectures corresponding to two different levels of dependencies between the decoders, called the parallel and cross dual decoder Transformers, respectively. Extensive experiments on the MuST-C dataset show that our models outperform the previously reported highest translation performance in the multilingual settings, and outperform as well bilingual one-to-one results. Furthermore, our parallel models demon- strate no trade-off between ASR and ST compared to the vanilla multi-task ...
Keyword: Dual-decoder Transformer, multilingual speech translation
URL: https://zenodo.org/record/4559841
https://dx.doi.org/10.5281/zenodo.4559841
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14
Findings of the IWSLT 2020 Evaluation campaign ...
Ansari, Ebrahim; Axelrod, Amittai; Bach, Nguyen. - : Association for Computational Linguistics, 2020
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15
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
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16
Frectext: una aplicación de ayuda a la elaboración de documentos
In: Procesamiento del lenguaje natural. n. 13, p. 451-462 (2018)
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17
Frectext: una aplicación de ayuda a la elaboración de documentos
In: Procesamiento del lenguaje natural. n. 13, p. 451-462 (2018)
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18
Simple and efficient model filtering in statistical machine translation
In: The Prague bulletin of mathematical linguistics. - Praha : Univ. (2012) 98, 5-24
BLLDB
OLC Linguistik
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19
Proposal to adapt computer programs assessment processes and computational linguistics tools to support evaluation of documents written in natural language as a result of learning tasks
In: Inted2012: International Technology, Education And Development Conference [ISSN 2340-1079], p. 3344-3349 (2012)
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20
Software application for parasynthesis in spanish automatic processing
In: Proceedings of the 2005 International Conference on Machine Learning; Models, Technologies and Applications, MLMTA'05, p. 46-52 (2005)
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