• Refine your search:
  • 
    Keyword
  • 
    Creator / Publisher:
    
    • Dupoux, Emmanuel (14)
    • Rivière, Morgane (13)
    • ANR-10-IDEX-0001,PSL,Paris Sciences et Lettres(2010) (8)
    • ANR-17-EURE-0017,FrontCog,Frontières en cognition(2017) (8)
    • ANR-19-P3IA-0001,PRAIRIE,PaRis Artificial Intelligence Research InstitutE(2019) (8)
    • Apprentissage machine et développement cognitif (CoML) (8)
    • Département d'Etudes Cognitives - ENS Paris (DEC) (8)
    • Facebook (8)
    • Facebook AI Research Paris (FAIR) (8)
    • Laboratoire de sciences cognitives et psycholinguistique (LSCP) (8)
    •   more
  • 
    Year
  • 
    Medium:
    
    • Online (14)
  • 
    Type:
    
    • Article (9)
    • Miscellaneous (4)
    • Book (1)
  • 
    BLLDB-Access

Search in the Catalogues and Directories

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 – 14 of 14 1 The Zero Resource Speech Challenge 2021: Spoken language modelling Dunbar, Ewan; Bernard, Mathieu; Hamilakis, Nicolas... In: ISSN: 0162-8828 ; IEEE Transactions on Pattern Analysis and Machine Intelligence ; https://hal.inria.fr/hal-03329301 ; IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2021, pp.1-1. ⟨10.1109/TPAMI.2021.3083839⟩ (2021) BASE Show details 2 The Zero Resource Speech Challenge 2021: Spoken language modelling Dunbar, Ewan; Bernard, Mathieu; Hamilakis, Nicolas... In: Interspeech 2021 - Conference of the International Speech Communication Association ; https://hal.inria.fr/hal-03329301 ; Interspeech 2021 - Conference of the International Speech Communication Association, Aug 2021, Brno, Czech Republic. ⟨10.1109/TPAMI.2021.3083839⟩ (2021) BASE Show details 3 VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation Wang, Changhan; Rivière, Morgane; Lee, Ann. - : HAL CCSD, 2021 In: https://hal.inria.fr/hal-03329290 ; 2021, ⟨10.18653/v1/2021.acl-long.80⟩ (2021) BASE Show details 4 VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ... Wang, Changhan; Rivière, Morgane; Lee, Ann. - : arXiv, 2021 BASE Show details 5 VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ... 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; Dupoux, Emmanuel; Haziza, dhaziza@fb.com. - : Underline Science Inc., 2021 BASE Show details 6 The Zero Resource Speech Challenge 2021: Spoken language modelling ... Dunbar, Ewan; Bernard, Mathieu; Hamilakis, Nicolas. - : arXiv, 2021 BASE Show details 7 Textless Speech Emotion Conversion using Discrete and Decomposed Representations ... Kreuk, Felix; Polyak, Adam; Copet, Jade. - : arXiv, 2021 BASE Show details 8 The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling Nguyen, Tu Anh; De Seyssel, Maureen; Rozé, Patricia; Rivière, Morgane; Kharitonov, Evgeny; Baevski, Alexei; Dunbar, Ewan; Dupoux, Emmanuel In: NeuRIPS Workshop on Self-Supervised Learning for Speech and Audio Processing ; https://hal.archives-ouvertes.fr/hal-03070362 ; NeuRIPS Workshop on Self-Supervised Learning for Speech and Audio Processing, Dec 2020, Virtuel, France (2020) Abstract: 14 pages, including references and supplementary material ; International audience ; We introduce a new unsupervised task, spoken language modeling: the learning of linguistic representations from raw audio signals without any labels, along with the Zero Resource Speech Benchmark 2021: a suite of 4 black-box, zero-shot metrics probing for the quality of the learned models at 4 linguistic levels: phonetics, lexicon, syntax and semantics. We present the results and analyses of a composite baseline made of the concatenation of three unsupervised systems: self-supervised contrastive representation learning (CPC), clustering (k-means) and language modeling (LSTM or BERT). The language models learn on the basis of the pseudo-text derived from clustering the learned representations. This simple pipeline shows better than chance performance on all four metrics, demonstrating the feasibility of spoken language modeling from raw speech. It also yields worse performance compared to text-based 'topline' systems trained on the same data, delineating the space to be explored by more sophisticated end-to-end models. Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-SD]Computer Science [cs]/Sound [cs.SD] URL: https://hal.archives-ouvertes.fr/hal-03070362 https://hal.archives-ouvertes.fr/hal-03070362/document https://hal.archives-ouvertes.fr/hal-03070362/file/2011.11588.pdf BASE Hide details 9 Towards unsupervised learning of speech features in the wild Rivière, Morgane; Dupoux, Emmanuel In: SLT 2020 : IEEE Spoken Language Technology Workshop ; https://hal.archives-ouvertes.fr/hal-03070411 ; SLT 2020 : IEEE Spoken Language Technology Workshop, Dec 2020, Shenzhen / Virtual, China (2020) BASE Show details 10 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 11 Data Augmenting Contrastive Learning of Speech Representations in the Time Domain Kharitonov, Eugene; Rivière, Morgane; Synnaeve, Gabriel... In: SLT 2020 - IEEE Spoken Language Technology Workshop ; https://hal.archives-ouvertes.fr/hal-03070321 ; SLT 2020 - IEEE Spoken Language Technology Workshop, Dec 2020, Shenzhen / Virtual, China (2020) BASE Show details 12 Unsupervised pretraining transfers well across languages Rivière, Morgane; Joulin, Armand; Mazaré, Pierre-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) BASE Show details 13 Unsupervised pretraining transfers well across languages ... Rivière, Morgane; Joulin, Armand; Mazaré, Pierre-Emmanuel. - : arXiv, 2020 BASE Show details 14 The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling ... Nguyen, Tu Anh; de Seyssel, Maureen; Rozé, Patricia. - : arXiv, 2020 BASE Show details

Mobile view All Catalogues UB Frankfurt Linguistik 0 IDS Mannheim 0 OLC Linguistik 0 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 0 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 0 MPI-SHH Linguistics Collection 0 MPI for Psycholinguistics 0 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 14 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0