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A study of transformer-based end-to-end speech recognition system for Kazakh language

Today, the Transformer model, which allows parallelization and also has its own internal attention, has been widely used in the field of speech recognition. The great advantage of this architecture is the fast learning speed, and the lack of sequential operation, as with recurrent neural networks. I...

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Detalles Bibliográficos
Autores principales: Orken, Mamyrbayev, Dina, Oralbekova, Keylan, Alimhan, Tolganay, Turdalykyzy, Mohamed, Othman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9117202/
https://www.ncbi.nlm.nih.gov/pubmed/35585130
http://dx.doi.org/10.1038/s41598-022-12260-y