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Interpretation of Sadhu into Cholit Bhasha by Cataloguing and Translation System

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Interpretation of Sadhu into Cholit Bhasha by Cataloguing and Translation System


Nakib Aman Turzo | Pritom Sarker | Biplob Kumar



Nakib Aman Turzo | Pritom Sarker | Biplob Kumar "Interpretation of Sadhu into Cholit Bhasha by Cataloguing and Translation System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-3, April 2020, pp.1123-1130, URL: https://www.ijtsrd.com/papers/ijtsrd30792.pdf

Sadhu and Cholit bhasha are two significant Bangladeshi languages. Sadhu was functional in ancient era and had Sanskrit components but in present era cholit took its place. There are many formal and legal paper works present in Sadhu language which direly need to be translated in Cholit because it's more favorable and speaker friendly. Therefore, this paper dealt with this issue by familiarizing the current era with Sadhu by creating a software. Different sentences were chosen and final data set was obtained by Principal Component Analysis (PCA). MATLAB and Python are used for different machine learning algorithms. Most work is being done using Scikit-Learn and MATLAB machine learning toolbox. It was found that Linear Discriminant Analysis (LDA) functions best. Speed prediction was also done and values were determined through graphs. It was inferred that this categorizer efficiently translated all Sadhu words to Cholit precisely and in well-structured way. Therefore, Sadhu will not remain a complex language in this decade.

Cholit, Inverse Data Frequency, Linear Discriminant Analysis, Principal Component Analysis, Sadhu, Term Frequency, Machine Learning


IJTSRD30792
Volume-4 | Issue-3, April 2020
1123-1130
IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470
Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

International Journal of Trend in Scientific Research and Development - IJTSRD having online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International Journal which provides rapid publication of your research articles and aims to promote the theory and practice along with knowledge sharing between researchers, developers, engineers, students, and practitioners working in and around the world in many areas like Sciences, Technology, Innovation, Engineering, Agriculture, Management and many more and it is recommended by all Universities, review articles and short communications in all subjects. IJTSRD running an International Journal who are proving quality publication of peer reviewed and refereed international journals from diverse fields that emphasizes new research, development and their applications. IJTSRD provides an online access to exchange your research work, technical notes & surveying results among professionals throughout the world in e-journals. IJTSRD is a fastest growing and dynamic professional organization. The aim of this organization is to provide access not only to world class research resources, but through its professionals aim to bring in a significant transformation in the real of open access journals and online publishing.

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