Fallback Variable History NNLMs: Efficient NNLMs by precomputation and stochastic training

This paper presents a new method to reduce the computational cost when using Neural Networks as Language Models, during recognition, in some particular scenarios. It is based on a Neural Network that considers input contexts of different length in order to ease the use of a fallback mechanism togeth...

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Detalles Bibliográficos
Autores principales: Zamora-Martínez, Francisco J., España-Boquera, Salvador, Castro-Bleda, Maria Jose, Palacios-Corella, Adrian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6062053/
https://www.ncbi.nlm.nih.gov/pubmed/30048480
http://dx.doi.org/10.1371/journal.pone.0200884

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6062053/
https://www.ncbi.nlm.nih.gov/pubmed/30048480
http://dx.doi.org/10.1371/journal.pone.0200884

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