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ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
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ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
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CL-MASR

Authors: Libera, Luca Della; Pooneh Mousavi; Zaiem, Salah; Subakan, Cem; Ravanelli, Mirco;
Abstract

CL-MASR Dataset This is the dataset used in the continual learning for multilingual ASR (CL-MASR) benchmark. It is composed of speech recordings from 20 languages selected from the Common Voice 13 dataset. For each language, it includes up to 10/1/1 hours for train/dev/test, respectively. The CL-MASR benchmark platform is available in the SpeechBrain toolkit (see recipes/CommonVoice): https://github.com/speechbrain/speechbrain The original Common Voice 13 data are available at: https://commonvoice.mozilla.org/en/datasets List of Languages - English (en) - Chinese (zh-CN) - German (de) - Spanish (es) - Russian (ru) - French (fr) - Portuguese (pt) - Japanese (ja) - Turkish (tr) - Polish (pl) - Kinyarwanda (rw) - Esperanto (eo) - Kabyle (kab) - Luganda (lg) - Meadow Mari (mhr) - Central Kurdish (ckb) - Abkhaz (ab) - Kurmanji Kurdish (kmr) - Frisian (fy-NL) - Interlingua (ia)

{"references": ["M. Ravanelli, T. Parcollet, P. Plantinga, A. Rouhe, S. Cornell, L. Lugosch, C. Subakan, N. Dawalatabad, A. Heba, J. Zhong, J.-C. Chou, S.-L. Yeh, S.-W. Fu, C.-F. Liao, E. Rastorgueva, F. Grondin, W. Aris, H. Na, Y. Gao, R. D. Mori, and Y. Bengio. SpeechBrain: A general-purpose speech toolkit. arXiv preprint arXiv:2106.04624, 2021.", "R. Ardila, M. Branson, K. Davis, M. Kohler, J. Meyer, M. Henretty, R. Morais, L. Saunders, F. Tyers, and G. Weber. Common Voice: A massively-multilingual speech corpus. In Twelfth Language Resources and Evaluation Conference, pages 4218\u20134222, 2020."]}

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Keywords

multiple languages, speech recognition, CommonVoice, speechbrain, continual learning, open-source

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