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English-to-Sanskrit Statistical Machine Translation with Ubiquitous Application

Sandeep R.Warhade, Suhas H. Patil, Prakash R. Devale
2012 International Journal of Computer Applications  
In addition to this, here we describes the Phrase-Based Statistical Machine Translation Decoder for English to Sanskrit translation in ubiquitous environment.  ...  Machine Translation.  ...  SMT SYSTEM FRAMEWORK Phrase-based statistical machine translation approaches continue to dominate the field of machine translation.  ... 
doi:10.5120/8009-1374 fatcat:qlvqhga2unhgbfivh3cyycqb7q

Study of Example Based English to Sanskrit Machine Translation

Vimal Mishra, R. B. Mishra
2008 POLIBITS Research Journal on Computer Science and Computer Engineering With Applications  
Example based machine translation (EBMT) has emerged as one of the most versatile, computationally simple and accurate approaches for machine translation in comparison to rule based machine translation  ...  Salient features of Sanskrit grammar and the comparative view of Sanskrit and English are presented.  ...  Dave et al (2002) proposed UNL approach for English to Hindi machine translation. Each of the above approaches has problems, when we apply them in English to Sanskrit machine translation.  ... 
doi:10.17562/pb-37-5 fatcat:gafz4j26gvfjdefsuxqbd6jtbm

Handling of Infinitives in English to Sanskrit Machine Translation

Vimal Mishra, R. B. Mishra
2010 International Journal of Artificial Life Research  
In this paper, we discuss non-finite verbs viz. gerunds, infinitives and participles in our English to Sanskrit machine translation system.  ...  Our system is an integrated model of a rule based approach of machine translation with Artificial Neural Network (ANN) model that translates an English sentence into Sanskrit sentence.  ...  1 ES: He goes to the school to study.  ... 
doi:10.4018/jalr.2010070101 fatcat:dtiiacwhtna4lcjtfalayhz5ta

EtranS- A Complete Framework for English To Sanskrit Machine Translation

Promila Bahadur, A.K.Jain, D.S.Chauhan
2012 International Journal of Advanced Computer Science and Applications  
In this paper, we outline a target language generation mechanism with the help of language English-Sanskrit language pair using rule based machine translation technique [1].  ...  A string of English sentence can be translated into string of Sanskrit ones. The methodology for design and development is implemented in the form of software named as "EtranS".  ...  The system can translate Simple and compound sentences from English to Sanskrit. ii.  ... 
doi:10.14569/specialissue.2012.020107 fatcat:2p7q4nt5abasjd5gz45nmyxacu

Attention-based Sequence to Sequence Learning for Machine Translation of Low Resourced Indic Languages – A case of Sanskrit to Hindi

Vishvajit Bakarola, Jitendra Nasriwala
2021 International Journal of Engineering Trends and Technoloy  
The fully automatic machine translation becomes problematic when it comes to low-resourced languages, especially with Sanskrit.  ...  The neural machine translation has shown quality results compared to the traditional machine translation approaches.  ...  In 2017, the interlingual machine translation approach was adopted for Sanskrit to English translation [11] .  ... 
doi:10.14445/22315381/ijett-v69i9p227 fatcat:swmenz7cjfaazb6iuugumn6p7a

Sanskrit Machine Translation Systems: A Comparative Analysis

Jaideepsinh K., Jatinderkumar R.
2016 International Journal of Computer Applications  
The main aim to focus on Sanskrit in Machine Translation in this paper is to uncover the language suitability, its morphology and employ appropriate MT techniques.  ...  This paper presents different Machine Translation system where Sanskrit is involved as source, target or key support language.  ...  These text is given as input to wave form generator where it gets converted to Sanskrit speech.3.3 E-tranS (English to Sanskrit Translator)E-Trans [6] is rule based machine translation tool.  ... 
doi:10.5120/ijca2016908290 fatcat:o5tm4mszyfa4bmhyrykjv76oji

Survey on Machine Translation systems for Ancient Indian Languages

2020 International Journal of Engineering Research and  
This paper is a survey done on different Sanskrit involved machine translation systems.  ...  Sanskrit is a less ambiguous, language suitable for natural language processing. Most of the ancient In-dian books were written Sanskrit.  ...  English to Sanskrit machine translation by Mane D.T.etal Rule based English to San- skrit Use of bilingual dictionary and grammar rules file. Sanskrit to Hindi MT by JNU.  ... 
doi:10.17577/ijertv9is050488 fatcat:r7fghfr4unblxfxcoxslwlercm

English Speech to Sanskrit Speech (ESSS) using Rule based Translation

Pragya Shukla, Akanksha Shukla
2014 International Journal of Computer Applications  
The purpose of this paper is to explain a system which convert the English Speech into English text and then translate that English text into Sanskrit text and again convert that into speech.  ...  This paper presents approach for translating well-structured English sentences into Sanskrit sentences.  ...  English-Kannada, English-Tamil, English-Assamese Machine Translation systems are also available. ETrans [8] is English-Sanskrit Machine Translator System.  ... 
doi:10.5120/16047-5251 fatcat:eayjkkow3rdrxluahq33wsg4ju

Machine Translation of Natural Language using different Approaches

Sarita G.Rathod
2014 International Journal of Computer Applications  
We proposed an English (source language) to Sanskrit (target language) machine translator based on Rule based approach and Example based approach.  ...  In our work, we integrate a traditional approach of machine translation which translates source language sentence into equivalent target language sentence.  ...  Sandeep Warhade [6] had given a design of Phrase-based decoder for English-to-Sanskrit translation .It describes the Phrase-Based Statistical Machine Translation Decoder for English as source and Sanskrit  ... 
doi:10.5120/17893-8899 fatcat:f6b6cc4x7fbohcfk6fkhri6fbq

A Machine Translation System from Hindi to Sanskrit Language using Rule based Approach

Neha Bhadwal, Prateek Agrawal, Vishu Madaan
2020 Scalable Computing : Practice and Experience  
This paper is an effort to bridge the language barrier between Hindi and Sanskrit language such that any text in Hindi can be translated to Sanskrit.  ...  Machine Translation is an area of Natural Language Processing which can replace the laborious task of manual translation. Sanskrit language is among the ancient Indo-Aryan languages.  ...  A machine translation system based on rule-based approach was proposed by [17] , which worked from English to Sanskrit language.  ... 
doi:10.12694/scpe.v21i3.1783 fatcat:awgfaprcfbdphnsfxqpz4keqby

Machine Translation Development for Indian Languages and its Approaches

Amruta Godase, Sharvari Govilkar
2015 International Journal on Natural Language Computing  
This paper presents a survey of Machine translation system for Indian Regional languages. Machine translation is one of the central areas of Natural language processing (NLP).  ...  This paper focuses on different Machine translation projects done in India along with their features and domain.  ...  English-to-Sanskrit Machine translation 2012 English- Sanskrit General Statistical based Described the of a ubiquitous with ubiquitous applications [17] translation and language learning  ... 
doi:10.5121/ijnlc.2015.4205 fatcat:y76fulkcsrhzzc7bycolyfvylm

A Novel Framework for Sanskrit-Gujarati Symbolic Machine Translation System

Jaideepsinh K. Raulji, Jatinderkumar R. Saini, Kaushika Pal, Ketan Kotecha
2022 International Journal of Advanced Computer Science and Applications  
The proposed and realized Machine Translation framework uses a grammatical transfer approach to translate the written Sanskrit language to Gujarati.  ...  To improve the implementation accuracy and translation clarity, an in-depth research of the creation of Nouns, Verbs, Pronouns, and Indeclinables, as well as their mappings, has been carried out.  ...  [24] deployed the hybrid usage of Neuro Machine Translation (NMT) and Rule Based Machine Translation (RBMT) to design the MTS for the Sanskrit-Hindi language pair. Akhand et al.  ... 
doi:10.14569/ijacsa.2022.0130444 fatcat:oaofcsobifcb5f3x24tq7i5qyy

An Augmented Translation Technique for low Resource language pair: Sanskrit to Hindi translation [article]

Rashi Kumar and Piyush Jha and Vineet Sahula
2020 arXiv   pre-print
Subsequently the same architecture is tested for Sanskrit to Hindi translation for which data is sparse, by training the model on English-Hindi and Sanskrit-English language pairs.  ...  Neural Machine Translation (NMT) is an ongoing technique for Machine Translation (MT) using enormous artificial neural network.  ...  This engine acts as a proof of concept for developing the Sanskrit-Hindi translation system which uses Parallel corpus's of Sanskrit-English and English-Hindi language pairs.  ... 
arXiv:2006.08332v1 fatcat:nugqg4heyzgjfaydt3ehhcyniy

Corpus based Machine Translation System with Deep Neural Network for Sanskrit to Hindi Translation

Muskaan Singh, Ravinder Kumar, Inderveer Chana
2020 Procedia Computer Science  
In the field of machine translation system there is need to develop a machine translation system which translate Sanskrit language to Hindi.  ...  In the field of machine translation system there is need to develop a machine translation system which translate Sanskrit language to Hindi.  ...  and Sanskrit Sentence.EtranS-MTS for the translation of English to Sanskrit Language proposed by Bahadur et al  ... 
doi:10.1016/j.procs.2020.03.306 fatcat:kh4bubanl5h35gjf4ocojojt5a

PICT@DravidianLangTech-ACL2022: Neural Machine Translation On Dravidian Languages [article]

Aditya Vyawahare, Rahul Tangsali, Aditya Mandke, Onkar Litake, Dipali Kadam
2022 arXiv   pre-print
We carried out neural machine translation for the following five language pairs: Kannada to Tamil, Kannada to Telugu, Kannada to Malayalam, Kannada to Sanskrit, and Kannada to Tulu.  ...  This paper presents a summary of the findings that we obtained based on the shared task on machine translation of Dravidian languages.  ...  Pertaining to research in machine translation in Dravidian languages, Xie (Xie, 2021) was able to achieve BLEU scores of 38.86, 36.66, and 19.84 for English-Telugu, English-Tamil, and English-Malayalam  ... 
arXiv:2204.09098v1 fatcat:frsdqjndpveeldottocreiqwl4
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