2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset
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arXiv
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| Main Authors: | , , , , , , , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866912167090978816 |
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| author | Costa-jussà, Marta R. Yu, Bokai Andrews, Pierre Alastruey, Belen Camgoz, Necati Cihan Chuang, Joe Maillard, Jean Ropers, Christophe Turkantenko, Arina Wood, Carleigh |
| author_facet | Costa-jussà, Marta R. Yu, Bokai Andrews, Pierre Alastruey, Belen Camgoz, Necati Cihan Chuang, Joe Maillard, Jean Ropers, Christophe Turkantenko, Arina Wood, Carleigh |
| contents | We introduce the first highly multilingual speech and American Sign Language (ASL) comprehension dataset by extending BELEBELE. Our dataset covers 74 spoken languages at the intersection of BELEBELE and FLEURS, and one sign language (ASL). We evaluate 2M-BELEBELE dataset for both 5-shot and zero-shot settings and across languages, the speech comprehension accuracy is ~ 2-3% average lower compared to reading comprehension. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2412_08274 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | 2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Costa-jussà, Marta R. Yu, Bokai Andrews, Pierre Alastruey, Belen Camgoz, Necati Cihan Chuang, Joe Maillard, Jean Ropers, Christophe Turkantenko, Arina Wood, Carleigh Computation and Language I.2.7 We introduce the first highly multilingual speech and American Sign Language (ASL) comprehension dataset by extending BELEBELE. Our dataset covers 74 spoken languages at the intersection of BELEBELE and FLEURS, and one sign language (ASL). We evaluate 2M-BELEBELE dataset for both 5-shot and zero-shot settings and across languages, the speech comprehension accuracy is ~ 2-3% average lower compared to reading comprehension. |
| title | 2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset |
| topic | Computation and Language I.2.7 |
| url | https://arxiv.org/abs/2412.08274 |