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The same text may also not be classified as English. Regardless of the physical keyboard's layout, it is possible to install Unicode-based Hindi keyboard layouts on most modern operating systems. There are many online services available that transliterate text written in Roman to Devanagari accurately, using Hindi dictionaries for reference ...
Google Translate is a multilingual neural machine translation service developed by Google to translate text, documents and websites from one language into another. It offers a website interface, a mobile app for Android and iOS, as well as an API that helps developers build browser extensions and software applications. [3]
One drawback of this software is that if mixed English–Hindi dictation is given, it can recognize Hindi words but can not recognize English words. Another variant of this software is Vachantar-Rajbhasha, which takes English sound as input, converts it to English text and then translates it to Hindi using MANTRA-Rajbhasha translation engine.
Microsoft Indic Language Input Tool is a typing tool (Input Method Editor) for languages written in Indic scripts.It is a virtual keyboard which allows to type Indic text directly in any application without the hassle of copying and pasting.
Ubuntu Hindi (WX) keyboard layout. WX notation is a transliteration scheme for representing Indian languages in ASCII.This scheme originated at IIT Kanpur for computational processing of Indian languages, and is widely used among the natural language processing (NLP) community in India.
In Unicode, as in Hindi, these consonants without their vertical stems are called "half forms". [61] श śa appears as a different, simple ribbon-shaped fragment preceding व va, न na, च ca, ल la, and र ra, causing these second members to be shifted down and reduced in size.
Indic OCR refers to the process of converting text images written in Indic scripts into e-text using Optical character recognition (OCR) techniques. Broadly, it can also refer to the OCR systems of Brahmic scripts for languages of South Asia and Southeast Asia, not just the scripts of the Indian subcontinent, which are all written in an abugida-based writing system.
Technically, a direct one-to-one script mapping or rule-based lossless transliteration of Hindi-Urdu is not possible, majorly since Hindi is written in an abugida script and Urdu is written in an abjad script, and also because of other constraints like multiple similar characters from Perso-Arabic mapping onto a single character in Devanagari. [7]