![]() ![]() The pipeline consists of seven steps: (1) processing the Romanized Bengali input (2) acquiring human transliteration for performance comparison (3) employing transliteration tools (4) generating candidate transliterations (5) post-processing the candidate transliterations (6) selecting best candidate transliteration, and (7) evaluating the quality of the transliterations through several performance metrics. ![]() This paper introduces a unique pipeline that uses nine open source back transliteration tools to automatically back transliterate Romanized Bengali to Bengali. There are many ways to back transliterate from Romanized Bengali to Bengali, but most of them are either grapheme or phoneme based. This is often done in order to improve the readability of Bengali text for Bengali speakers using a simple rules-based system, or an interactive transliteration tool. Back transliteration of Romanized Bengali to Bengali is the process of converting text written in the Latin alphabet back into the Bengali script.
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