With Akkhor You can-

• Bangla Spell and Grammar Checker
• Type Bangla phonetically: As example if you write "bangla" then you will see it in bangla language.
• Use any bangla keyboard layout Or You can make your own keyboard layout.
• Write bangla by mouse click-on screen keyboard.
• Type Arabic language also.

Dream Door Soft Ltd. provided the R&D support for developing the biggest Bangla language corpus. We hired annotators and linguists from Bangladesh to annotate the corpus which helped developing several NLP products like OCR, Text to Speech, Speech to Text, Machine Translation and Handwriting Recognition for Bangla language.

DDS is developing a balance corpus for Bangla NLP products development purpose. The size is the corpus will be around 100 Million Bangla words. Here is a snapshot of the corpus showing the different contexts for the word “আর”:

The purpose of this project is to detect the sentiment of Japanese Social Networking Sites texts. This system can crawl all the targeted SNS accounts posts and analyze the texts to find Positive, Negative or Neutral keywords for detecting the social sentiment for any topic. It also generates the word-cloud and co-occurence network extracted from the texts.

It has core features like: Analyze Sentence Text Analysis, Twitter user Text Analysis, Twitter word Text Analysis, Aggregate user’s tweet, Aggregate tweet related word.

We provided the R&D support for developing the Sentiment Analysis system for SNS in Japanese language. This Sentiment Analysis tool has the best state-of-the art evaluation scores and works in most of the cases.

The system is now available online: http://157.7.242.91/base/sentence_text_analysis/

Akkhor unicode converter will help you to convert your bangla ASCII text to convert Unicode text. You can get help from it to write bangla language anywhere.

All Bangla song you can find here and listen with this Bangla MP3 Player.

Akkhor Bangla Translator for translating English into Bengali. We honestly hope that our automatic translator will help and simplify English - Bengali translation of texts. Our translator can help you both as a translator and a dictionary for the whole text. All you need to do is copy and paste the desired text.

In this Bangla Calendar You will get a complete bangla and english lifetime calendar.

By this software you can learn to type bangla in any keyboard you want.

DDS is developing a corpus for Universal Networking Language (UNL) project for worldwide languages. The ultimate goal of this corpus is to support all the languages. The Encyclopedia of Life Support Systems (EOLSS) is the world’s largest online publication dedicated to the health, maintenance and future of the web of life on planet Earth.

Methodology of Translation:

In order to multilingualism the content of EOLSS, i.e., to represent it into UNL so that it could be generated into the several different languages participating in the UNL Programme, we have adopted the following strategies:

To manually translate the EOLSS articles from English into international languages.

To perform an assessment on the translated articles.

Dream Door Soft Ltd. is developing WordNet and SentiWordNet for Bangla language as a member of Global WordNet Association: A free, public and non-commercial organization that provides a platform for discussing, sharing and connecting wordnets for all languages in the world.

Dream Door Soft Ltd. is generating Wordnet Annotated Corpora to develop NLP products for Bangla language.

Dream Door Soft Ltd. (DDS) took an initiative to develop Bangla Universal Dependency Corpus. Universal Dependencies (UD) is a framework for cross-linguistically consistent grammatical annotation and an open community effort with over 200 contributors producing more than 100 treebanks in over 60 languages

Universal Dependencies (UD) is a project that is developing cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on an evolution of (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interest interlingua for morphosyntactic tagsets (Zeman, 2008). The general philosophy is to provide a universal inventory of categories and guidelines to facilitate consistent annotation of similar constructions across languages, while allowing language-specific extensions when necessary.

This is illustrated in the following parallel examples from English, Bulgarian, Czech and Swedish, where the main grammatical relations involving a passive verb, a nominal subject and an oblique agent are the same, but where the concrete grammatical realization varies.

We’ve been developing a pronunciation dictionary for Bangla which will have an estimated lexicon size of 1 lac. Currently the lexicon size is more than 70 thousand. The lexicons that are selected to be incorporated in the dictionary are colloquial and mostly used in the standard Bangla.

Here is a sample entry in the dictionary:

DDS is developing a universal spell and grammar checker software for languages worldwide as a part of Universal Networking Language (UNL) project. The ultimate goal of this software is to support all the languages and act as universal spell and grammar checker. Details: http://www.undl.org/

Detailed Description of Actual Services Provided: It is a long term project of UNDL foundation and DDS is the R&D partner for this project.

Firefox Bengali Spell Checker

It works on all Firefox browsers to check spell and grammar in any input fields of different websites.

Applink: https://addons.mozilla.org/en-US/firefox/addon/bengali-bangladesh-dictionary/

Open Office Bangla Spell Checker

Open Office provides spell and grammar checker for different documents format.

Applink: https://extensions.openoffice.org/en/project/dict-bn

Interactive Bangla Learning is the award winning software for foreigners which can teach users Bangla language through visual aids and interactive lessons. Most importantly users can practice Bangla speaking and the system tells the accuracy of the pronunciation.

The system display confidence score for each of the entity that becomes detected by the decoder and assign them to the entity with corresponding color. A demo is visualized in below for demonstrating such functionality in this app.