Search

Your search keyword '"Language recognition"' showing total 1 results
Start Over Descriptor "Language recognition" Language spanish; castilian
1 results on '"Language recognition"'

1. Optimising a Language Recognition System Through Phoneme-Based Vector Representation

Author

Francisco Charro, Marco Herrera, Nataly Pozo, and Andrés Rosales

Subjects
vector representation, language recognition, skip-gram, n-grams, embeddings., Electronic computers. Computer science, QA75.5-76.95
Abstract

This article analyzes vector representation of phonemes as an alternative to improve a language identification system (LID). CBOW (Continuous Bag-of-Words) and Skip-gram architectures proposed by Mikolov are studied. These models allow predicting words within a context by generating n-dimensional vectors. In this work we will analyze the application of these models in smaller phonetic units or n-grams.

Published
2017

Catalog

Books, media, physical & digital resources
See catalog results