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Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw [article]

Jan Chorowski, Grzegorz Ciesielski, Jarosław Dzikowski, Adrian Łańcucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Paweł Rychlikowski, Michał Stypułkowski
2021 arXiv   pre-print
The results lead to the conclusion that the CPC-derived representations are still too noisy for training language models, but stable enough for simpler forms of pattern matching and retrieval.  ...  We present a number of low-resource approaches to the tasks of the Zero Resource Speech Challenge 2021.  ...  The authors thank Polish National Science Center for funding under the OPUS-18 2019/35/B/ST6/04379 grant and the PlGrid consortium for computational resources.  ... 
arXiv:2106.11603v1 fatcat:vxbb4t65nnedleoenaxkxkpbje

Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw

Jan Chorowski, Grzegorz Ciesielski, Jarosław Dzikowski, Adrian Łańcucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Paweł Rychlikowski, Michał Stypułkowski
2021 Interspeech 2021   unpublished
The results lead to the conclusion that the CPC-derived representations are still too noisy for training language models, but stable enough for simpler forms of pattern matching and retrieval.  ...  We present a number of low-resource approaches to the tasks of the Zero Resource Speech Challenge 2021.  ...  The authors thank Polish National Science Center for funding under the OPUS-18 2019/35/B/ST6/04379 grant and the PlGrid consortium for computational resources.  ... 
doi:10.21437/interspeech.2021-1465 fatcat:qcgft6zdovdv7jbph5eweirbfy