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<!doctype html>    <html class="no-js" lang="en-US" prefix="og: https://ogp.me/ns#"> <head><meta charset="UTF-8" /><title> FLExTrans - Machine Translation Software</title><meta name="description" content="A Linguist-Friendly Machine Translation System for Low-Resource Languages"><link rel="stylesheet" href="https://software.sil.org/flextrans/wp-content/cache/autoptimize/60/autoptimize_single_ab6cbedf6335655d59bc786b33a507ab.php" type="text/css" media="screen" /><link rel="stylesheet" href="https://software.sil.org/flextrans/wp-content/themes/web-productsites/vendor/fortawesome/font-awesome/css/font-awesome.min.css"><meta http-equiv="Content-Type" content="text/html; charset=UTF-8" /><meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"><meta name="viewport" content="width=device-width, initial-scale=1.0"><link rel="pingback" href="https://software.sil.org/flextrans/xmlrpc.php" /><link href='https://fonts.googleapis.com/css?family=Open+Sans:400italic,400,700,700italic' rel='stylesheet' type='text/css'><style>#page-site-banner { background-image: url(https://software.sil.org/flextrans/wp-content/uploads/sites/60/2021/12/FLExTransHeader-e1641410683980.png); }</style><meta name="description" content="FLExTrans is your go-to machine translation software designed specifically for low-resource languages. 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class="nav-sub-link" href="https://software.sil.org/flextrans/contact-us/">Contact</a></li></ul></li></ul></div></div></div></nav></header><header id="page-site-name"><div class="container"><h1 class="page-header"><a href="https://software.sil.org/flextrans">FLExTrans</a></h1></div></header><header id="page-site-lang-tech"><div class="container"><h2 class="page-header"></h2></div></header><section class="sub-page-site-banner" id="page-site-banner"><div class="container"><div class="row page-site-banner-row"><div class="" id="page-site-banner-overlay"><div class="textwidget"><img decoding="async" src="https://software.sil.org/flextrans/wp-content/uploads/sites/60/2022/01/FLExTransIcon.png" title="FLExTrans"></div><h2 class="site-description">A Linguist-Friendly Machine Translation System for Low-Resource Languages</h2><p class="button-para"> <a class="btn btn-default btn-block btn-download" href="https://software.sil.org/flextrans/download" role="button"> Downloads </a></p></div></div></div></section><section id="home_primary"><div class="container"><div class="row"><div class="col-md-12 col-sm-12 sub-site-home-box-contents"><h2>FLExTrans: Machine Translation Software</h2><p><strong>FLExTrans</strong> is your go-to machine translation software designed specifically for low-resource languages. At its core, <strong>FLExTrans</strong> leverages the <a href="https://software.sil.org/fieldworks/">Fieldworks Language Explorer (FLEx)</a>, a robust lexicon management system that is indispensable for linguists. By integrating FLEx with <a href="https://www.apertium.org/" target="_blank" rel="noopener">Apertium</a>, an acclaimed open-source machine translation platform, <strong>FLExTrans</strong> makes the translation process efficient and intuitive.</p><p>Our system stands out by empowering linguists to analyze source texts and craft detailed transfer rules, enabling precise translations at both the word and syntactic levels. Whether you’re a seasoned linguist or new to the field, <strong>FLExTrans</strong> offers the tools you need to revolutionize your translation projects.</p><p><a title="Open in YouTube" href="https://www.youtube.com/watch?v=7HHvtbXImr0" data-rel="lightbox-video-0" target="_blank" rel="noopener"><img loading="lazy" decoding="async" class="alignnone wp-image-611 size-medium" src="https://software.sil.org/flextrans/wp-content/uploads/sites/60/2024/08/FLExTrans-Thumbnail_sm-300x169.png" alt="FLExTrans explainer video" width="300" height="169" srcset="https://software.sil.org/flextrans/wp-content/uploads/sites/60/2024/08/FLExTrans-Thumbnail_sm-300x169.png 300w, https://software.sil.org/flextrans/wp-content/uploads/sites/60/2024/08/FLExTrans-Thumbnail_sm.png 384w" sizes="(max-width: 300px) 100vw, 300px" /></a></p><h3>Why FLExTrans?</h3><p><strong>FLExTrans</strong> addresses the unique challenges faced by linguists working with low-resource languages. While other systems may rely on vast amounts of data, <strong>FLExTrans</strong> excels with rule-based translation, making it perfect for languages with limited available data. By using FLEx for morphology and lexicon management, and Apertium for transfer, you’re set up for success from start to finish.</p><p>Join us in transforming the way languages are translated. Dive into FLExTrans and elevate your translation work today!</p><p><a href="https://www.sil.org/blog/connecting-dots" target="_blank" rel="noopener">Discover how FLExTrans is transforming language translation in the Philippines</a>.</p></div></div></div><div class="container"><div class="row trifold"><div class="col-md-4 col-sm-4"><div><h2>Precise Analysis</h2><a href="https://software.sil.org/flextrans/wp-content/uploads/sites/60/2024/04/GermanAnalyzed300x300forSILsite-1.png" class="rl-image-widget-link"><img class="rl-image-widget-image" src="https://software.sil.org/flextrans/wp-content/uploads/sites/60/2024/04/GermanAnalyzed300x300forSILsite-1.png" width="100%" height="auto" title="GermanAnalyzed300x300forSILsite" alt="" /></a><div class="rl-image-widget-text"></div></div><div><div class="textwidget custom-html-widget"><br> Leverage FLEx's advanced morphological parsers to meticulously dissect each word. Approve these analyses to prepare for seamless translation.</div></div></div><div class="col-md-4 col-sm-4"><div><h2>Seamless Transfer</h2><a href="https://software.sil.org/flextrans/wp-content/uploads/sites/60/2024/04/SenseLinkerPlusRuleComposite300x300forSILsite.png" class="rl-image-widget-link"><img class="rl-image-widget-image" src="https://software.sil.org/flextrans/wp-content/uploads/sites/60/2024/04/SenseLinkerPlusRuleComposite300x300forSILsite.png" width="100%" height="auto" title="SenseLinkerPlusRuleComposite300x300forSILsite" alt="" /></a><div class="rl-image-widget-text"></div></div><div><div class="textwidget custom-html-widget"><br> Establish accurate connections between word-senses using <b>FLExTrans</b> modules integrated with Apertium. Achieve precise translations ready for synthesis.</div></div></div><div class="col-md-4 col-sm-4"><div><h2>Accurate Synthesis</h2><a href="https://software.sil.org/flextrans/wp-content/uploads/sites/60/2024/04/SwedishInterlinResult300x300forSILsite.png" class="rl-image-widget-link"><img class="rl-image-widget-image" src="https://software.sil.org/flextrans/wp-content/uploads/sites/60/2024/04/SwedishInterlinResult300x300forSILsite.png" width="100%" height="auto" title="SwedishInterlinResult300x300forSILsite" alt="" /></a><div class="rl-image-widget-text"></div></div><div><div class="textwidget custom-html-widget"><br> Synthesize translations by assembling target morphemes into coherent texts, adhering to linguistic constraints. Your translated text awaits!</div></div></div></div></div><div class="container"><div class="row"></div></div></section><aside id="testimonial"><div class="container fullwidth"><div><div class="textwidget"><p>“After having adapted 60 chapters and counting, what I like about FLExTrans is that it is precise, it is powerful, and it is improving. It is <strong>precise </strong>in that it does not allow sloppiness: on the source side, parses must be examined and approved, and on the target side, invalid rules will be flagged and failing rules will be reported when the test bed is run. It is <strong>powerful </strong>in that transfer rules can cover many situations, and there is an integrated way to test and debug your rules. Finally, it is <strong>improving</strong>. New features are constantly being added to make it more useful.” ~ Mark Bean</p><p>“Thanks again for creating this tool. It seems like a perfect fit for the Ayta Mag-Indi/Ayta Mag-Antsi pair.” ~ Roger Stone</p><p>“FLExTrans, by weaving together pieces of fairly mature software and enhancing the whole, is opening the way to significantly better computational adaptation/translation of important documents/material.” ~ David Weber</p><p> </p></div></div></div></aside><section id="home_secondary"><div class="container"><div class="row"><div class="col-md-6 col-sm-12"><div><h2>Common Questions</h2><div class="textwidget custom-html-widget"><h3>Can <b>FLExTrans</b> help me translate between any two languages?</h3><p><b>FLExTrans</b> works best between related languages. In theory, you can translate between any two languages, but big linguistic difference mean lots of work to get translation working.</p><h3>Do I have to have FLEx lexicons in order to use <b>FLExTrans</b>?</h3><p><b>FLExTrans</b> needs FLEx lexicons for the source and target languages. You can import from various formats to a FLEx lexicon. You can also gradually grow your lexicons as you go.</p> <a href="https://software.sil.org/flextrans/support/common-questions/">See full FAQ list</a></div></div></div><div class="blog-posts col-md-6 col-sm-12"><div><h2>Recent News Posts</h2><ul><li> <a href="https://software.sil.org/flextrans/2024/11/09/flextrans-mentioned-again-in-sil-blog-post/">FLExTrans mentioned again in SIL Blog Post</a> <span class="post-date">9 November 2024</span></li><li> <a href="https://software.sil.org/flextrans/2024/09/09/flextrans-version-3-11-released/">FLExTrans version 3.11 released</a> <span class="post-date">9 September 2024</span></li><li> <a href="https://software.sil.org/flextrans/2024/04/24/flextrans-version-3-10-1-released/">FLExTrans version 3.10.1 released</a> <span class="post-date">24 April 2024</span></li></ul></div></div></div></div></section><div class="footer-top-bg"><aside id="license"><div class="container fullwidth"><div><div class="textwidget custom-html-widget"><p>This software is 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