![]() Have working knowledge of LSTM networks in Python and Keras Know High School Linear Algebra and ProbabilityĬ. Know Fundamental concepts in Machine Learning and Neural Networksī. Since we are using Neural Networks to perform Machine Translation, more commonly it is called as Neural Machine translation (NMT). However the technical details apply to any sequence to sequence problem in general. We will take the problem of Machine Translation (translating a text from one language to another, in our case from English to Marathi) as the running example in this blog. It is in dictionary / translation category and is available to all software users as a free download.The purpose of this blog post is to give a detailed explanation on how sequence to sequence models are built and to give an intuitive understanding of how they solve these complex tasks. In addition, you can print the file, access the printer options and determine the page size, orientation, margins, and zoom, before printing the document.Īfter inputting, pasting or loading the data you want to translate, you can choose to translate English to Marathi or Marathi into English, then click on the “Translate” button.įrom the options window, you can enable the application to auto paste from clipboard in source or target language, and also configuring the proxy settings to enable you to access the Internet and obtain online translation services.Įnglish-Marathi Translator is licensed as freeware for PC or laptop with Windows 32 bit and 64 bit operating system. You can also import TXT files and export the translation to an HTML file. The application comes with support for the Unicode standard, enabling you to type in Marathi, as Marathi is a language that uses a version of the Devanagari script. The user interface has two panes, one for typing in the words you want to translate while the other displays the translation, and at the right edge of the application are various tools which include copy, paste from clipboard, save and open. This program helps you to translate words, phrases and entire sentences from English to Marathi and vice versa. ![]()
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