Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Identification of language in a cross linguistic environment Subject The topic of the resource Cross linguistic; Multilinguistic; Sentimental analysis Description An account of the resource World has become very small due to software internationationalism. Applications of machine translations are increasing day by day. Using multiple languages in the social media text is a developing trend. Availability of fonts in the native language enhanced the usage of native text in internet communications. Usage of transliterations of language has become quite common. In Indian scenario current generations are familiar to talk in native language but not to read and write in the native language, hence they started using English representation of native language in textual messages. This paper describes the identification of the transliterated text in cross lingual environment. In this paper a Neural network model identifies the prominent language in the text and hence the same can be used to identify the meaning of the text in the concerned language. The model is based upon Recurrent Neural Networks that found to be the most efficient in machine translations. Language identification can serve as a base for many applications in multi linguistic environment. Currently the South Indian Languages Malayalam, Tamil are identified from given text. An algorithmic approach of Stop words-based model is depicted in this paper. Model can be also enhanced to address all the Indian Languages that are in use. Copyright 2020 Institute of Advanced Engineering and Science. All rights reserved. Creator An entity primarily responsible for making the resource Thomas M.; Latha C.A.; Puthussery A. Source A related resource from which the described resource is derived Indonesian Journal of Electrical Engineering and Computer Science, Vol-18, No. 1, pp. 544-548. Publisher An entity responsible for making the resource available Institute of Advanced Engineering and Science Date A point or period of time associated with an event in the lifecycle of the resource 2019-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.11591/ijeecs.v18.i1.pp544-548" target="_blank" rel="noreferrer noopener">https://doi.org/10.11591/ijeecs.v18.i1.pp544-548</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075585761&amp;doi=10.11591%2Fijeecs.v18.i1.pp544-548&amp;partnerID=40&amp;md5=613c42f6e25c20331cc14cff1470040b" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075585761&amp;doi=10.11591%2fijeecs.v18.i1.pp544-548&amp;partnerID=40&amp;md5=613c42f6e25c20331cc14cff1470040b</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access; Green Open Access Relation A related resource ISSN: 25024752 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Thomas M., Regional Research Center, Visvesvaraya Technological University, India; Latha C.A., Department of (CSE), AMC Engineering College, Visvesvaraya Technological University, India; Puthussery A., Department of Science and Humanities, CHRIST (Deemed to be University), India