Turkish Journal of Computer and Mathematics Education
Journal license

Journal

Turkish Journal of Computer and Mathematics Education


Volume
& Issue

Volume 12, Issue 3


Published
on

April 5, 2021


Pages

4792-4794


DOI

Article

A Survey on “Machine translation Approaches for Indian Languages”


Authors

Pooja P. Walke Affiliation:
Research scholar, CSE, Oriental University, Indore, India. Assistant Professor, St Vincent Pallotti College of Engineering & Technology, Nagpur, India.
and Farha Haneef Affiliation:
Associate Professor, Department of CSE, Oriental Institute of Technology & Research, Bhopal, India.


Abstract

Translation has always helped India to knit Indians together with respect to its rich culture and literature. Ideas and concepts like ‘Indian ancient literature’,’Indian rich culture’,’Indian philosophy’ and ‘Indian knowledgeable systems’ would have been impossible in the absence of translations with their natural integrationist mission. Machine Translation assist to translate Information presented in one language to other language. Information can be present in form of text, speech and image translating this information helps for sharing of information and ultimately information gain. Translation process is an extremely complex & challenging process. It requires an in-depth knowledge about grammar of both the languages i.e. Source language and Target language to frame the rules for target language generation. Marathi is a regional Indian language and consists of a lot of literature that could be useful if projected in the universal English language. As manual translation is a tedious task, we propose a literature survey about machine translation systems that translates Indian Languages into English Language using various Machine translation approaches like RBMT, SMT, NMT, Hybrid translation


Keywords

Machine Translation System(MTS), Marathi Language Translation, Rule-Based Machine Translation(RBMT), Statistical Machine Translation(SMT), Neural Network Machine Translation(NMT), Hybrid Machine Translation


Citation

Walke, P. P. & Haneef, F. (2021). A survey on “machine translation approaches for indian languages”. Turkish Journal of Computer and Mathematics Education, 12(3), 4792–4794.

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