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Automatic Truecasing of Video Subtitles Using BERT: A Multilingual Adaptable Approach

This paper describes an approach for automatic capitalization of text without case information, such as spoken transcripts of video subtitles, produced by automatic speech recognition systems. Our approach is based on pre-trained contextualized word embeddings, requires only a small portion of data...

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Detalles Bibliográficos
Autores principales: Rei, Ricardo, Guerreiro, Nuno Miguel, Batista, Fernando
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274347/
http://dx.doi.org/10.1007/978-3-030-50146-4_52