Development of a method for automatic translation of a pictogram message into Russian text based on machine learning

Abstract

Development of a method for automatic translation of a pictogram message into Russian text based on machine learning

Matyushechkin D.S., Donskaya A.R.

Incoming article date: 23.05.2022

The article describes a method for translating pictogram messages into text in Russian language based on machine learning. The text of the article contains the concept of alternative communication systems, a description of the training data preparing process, a description of the neural network architecture and the results of training.

Keywords: alternative communication systems, machine translation, machine learning, neural network, transformer architecture, Python, software