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- W4385564897 abstract "Sign languages are the primary means of communication for many hard-of-hearing people worldwide. Recently, to bridge the communication gap between the hard-of-hearing community and the rest of the population, several sign language translation datasets have been proposed to enable the development of statistical sign language translation systems. However, there is a dearth of sign language resources for the Indian sign language. This resource paper introduces ISLTranslate, a translation dataset for continuous Indian Sign Language (ISL) consisting of 31k ISL-English sentence/phrase pairs. To the best of our knowledge, it is the largest translation dataset for continuous Indian Sign Language. We provide a detailed analysis of the dataset. To validate the performance of existing end-to-end Sign language to spoken language translation systems, we benchmark the created dataset with a transformer-based model for ISL translation." @default.
- W4385564897 created "2023-08-05" @default.
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- W4385564897 date "2023-01-01" @default.
- W4385564897 modified "2023-09-24" @default.
- W4385564897 title "ISLTranslate: Dataset for Translating Indian Sign Language" @default.
- W4385564897 doi "https://doi.org/10.18653/v1/2023.findings-acl.665" @default.
- W4385564897 hasPublicationYear "2023" @default.
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