Role of Natural Language Processing and Machine Learning on (MTS)-Machine Translation System for Indian Languages: A Review

Journal: GRENZE International Journal of Engineering and Technology
Authors: Megha V, Pooja M R
Volume: 10 Issue: 2
Grenze ID: 01.GIJET.10.2.533_2 Pages: 815-821

Abstract

The conversion process of one specific language to another either in a completely automatic manner or with considerable amount of human intervention by preserving the original meaning of the input source text is known as (MTS) Machine Translation System. The expeditious availability of data and the need for increased processing speed of information has led the way towards Natural Language Processing, Machine Learning, Speech Processing, Image Processing etc. When it comes to the Indian regional languages the research in this domain is very minimal as an outcome there is limited resources. In this paper, the researcher will be able to know the general workflow of how the translation process of source to destination language will occur and the various approaches and the methods for processing Indian languages proposed by scientists which are verified and validated, the challenges a researcher would face while developing one such translation tool followed by the summary of the entire review.

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