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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 11 of 11 1 CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Edunov, Sergey; Fan, angelafan@fb.com. - : Underline Science Inc., 2021 BASE Show details 2 LIBRI-LIGHT: a benchmark for asr with limited or no supervision Kahn, Jacob; Rivière, Morgane; Zheng, Weiyi... In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing ; https://hal.archives-ouvertes.fr/hal-02959460 ; ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona / Virtual, Spain. pp.7669-7673, ⟨10.1109/ICASSP40776.2020.9052942⟩ (2020) BASE Show details 3 Unsupervised pretraining transfers well across languages Rivière, Morgane; Joulin, Armand; Mazaré, Pierre-Emmanuel; Dupoux, Emmanuel In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing ; https://hal.archives-ouvertes.fr/hal-02959418 ; ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona / Virtual, Spain. pp.7414-7418, ⟨10.1109/ICASSP40776.2020.9054548⟩ (2020) Abstract: International audience ; Cross-lingual and multilingual training of Automatic Speech Recognition (ASR) has been extensively investigated in the supervised setting. This assumes the existence of a parallel corpus of speech and orthographic transcriptions. Recently, contrastive predictive coding (CPC) algorithms have been proposed to pretrain ASR systems with unlabelled data. In this work, we investigate whether unsupervised pretraining transfers well across languages. We show that a slight modification of the CPC pretraining extracts features that transfer well to other languages, being on par or even outperforming supervised pretraining. This shows the potential of unsuper-vised methods for languages with few linguistic resources. Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-SD]Computer Science [cs]/Sound [cs.SD]; Cross-lingual; Low resources; Unsupervised pretraining URL: https://hal.archives-ouvertes.fr/hal-02959418 https://hal.archives-ouvertes.fr/hal-02959418/file/2002.02848.pdf https://doi.org/10.1109/ICASSP40776.2020.9054548 https://hal.archives-ouvertes.fr/hal-02959418/document BASE Hide details 4 Beyond English-Centric Multilingual Machine Translation ... Fan, Angela; Bhosale, Shruti; Schwenk, Holger. - : arXiv, 2020 BASE Show details 5 Unsupervised pretraining transfers well across languages ... Rivière, Morgane; Joulin, Armand; Mazaré, Pierre-Emmanuel. - : arXiv, 2020 BASE Show details 6 CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB ... Schwenk, Holger; Wenzek, Guillaume; Edunov, Sergey. - : arXiv, 2019 BASE Show details 7 Cooperative Learning of Disjoint Syntax and Semantics ... Havrylov, Serhii; Kruszewski, Germán; Joulin, Armand. - : arXiv, 2019 BASE Show details 8 Unsupervised Hyperalignment for Multilingual Word Embeddings ... Alaux, Jean; Grave, Edouard; Cuturi, Marco. - : arXiv, 2018 BASE Show details 9 Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion ... Joulin, Armand; Bojanowski, Piotr; Mikolov, Tomas. - : arXiv, 2018 BASE Show details 10 Unsupervised Alignment of Embeddings with Wasserstein Procrustes ... Grave, Edouard; Joulin, Armand; Berthet, Quentin. - : arXiv, 2018 BASE Show details 11 Alternative structures for character-level RNNs ... Bojanowski, Piotr; Joulin, Armand; Mikolov, Tomas. - : arXiv, 2015 BASE Show details

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