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. ![]() The Tamil language is spoken by 80 million people around the world.
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