![]() ![]() good : interpretable in the correct meaning by a native speaker of Tamil no incorrectly translated content word.Qualitative EvaluationĪpart from BLEU Score evaluation, human evaluation was done by 3 Tamil scholars, given 100 randomly chosen translation from each other, using the following rating scheme: While experimenting with Tamil translator, it became clear that pre-trained embeddings performing better than trained from Corpus, hence for transformer translator, only tested with pre-trained embeddings. The transformer translator outperforms the proposed Tamil translator and the Google translator, which is known to be the best-reported model for machine translation. We compared our results with Google translator. If you still face an issue, feel free to contact the authors:Īll the evaluated methodologies for Tamil-to-English translations were done using the same dataset for both the architectures. If you want to test our latest trained model and other languages we covered, please visit TranslateMe Network Authors The final dataset is divided into six English Tamil parallelly translated files for ease of distribution, please check the dataset folder. In our experimentation we used 236,427 parallel English - Tamil Sentences, further we add more sentences and to the dataset. Here are our trained models, as discussed in research paper: Link Tamil-English-Dataset (Update: 12th June 2021) Paper Preview and Trained models:įeel free to download our paper using this link Moreover, our proposed model solves out of vocabulary and polysemy problems up to a greater extent. Although Google-Translator also provides Tamil to English and vice versa, our implemented architectures, along with the new dataset, completely outperformed the Google Translator with a margin of 7.5 BLEU score. We further tried to improve it by experimenting with pre- trained word embeddings and tuning hyperparameters. We publicly release a new high-quality corpus for standard training, evaluation, and report results experiments with two different architectures based on Encoder-Decoder to translate Tamil to English. Thus, developing an automated system to perform Tamil to English translation would save human time and effort. The translation between Tamil and English leads to a significant impact by helping in the understanding of Tamil scripts, which otherwise would be a tedious, costly, and time-consuming process. You are better off using this link instead of Google Translate, but ultimately, the web resources on are much much more than just this simple dictionary.The Tamil language is spoken by 80 million people around the world. That one seems to be geared towards younger learners, but since you are clearly in need of a dictionary that would not be such a big problem, now would it? Features However if you were hoping for a real app, then you might be pleased to know that there is a TamilCube School app available on the PlayStore. However, there's nothing stopping you to create a springboard web shortcut on your mobile device. Having a web URL disguised as an app might seem like cheating and I guess it is. What's more, there are also similar dictionary pages for eleven other languages including Sanskrit, Hindi, Bengali and Arabic. It provides links toward online tuition, shop for language learning materials and games while also having pages that help test your aptitudes. TamilCube is geared towards learning Tamil. Now, without reviewing the entire site, I should at least describe it in general terms. That was a disappointment since the site itself is in English, so supposedly it's geared towards English speakers. There are also audio samples but only in English. One other thing that it can do is return the Tamil word form of any number. This sub-domain is an online dictionary that can translate back and forth between English and Tamil. ![]() TamilCube is a resource website for the Tamil language. The download link goes to a regular URL on the website. ![]()
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