deshanksuman/Swabhasha_RomanizedSinhala_Dataset

---
language:
- si
metrics:
- accuracy
- bleu
tags:
- Romanized Sinhala
- Sinhala
- Transliteration
---

---
# Model Card for Model ID

This Repo is about Romanized Sinhala to Sinhala Transliteration using the Ngram and Rule Base Model.

### Model Description

This dataset is capable of handling short-hand typing(Adhoc Transliteration).

eg
Input: khmda
Output : කොහොමද

If you are using this work:
Kindly cite :
T. G. D. K. Sumanathilaka, R. Weerasinghe and Y. H. P. P. Priyadarshana, "Swa-Bhasha: Romanized Sinhala to Sinhala Reverse Transliteration using a Hybrid Approach," 2023 3rd International Conference on Advanced Research in Computing (ICARC), Belihuloya, Sri Lanka, 2023, pp. 136-141, doi: 10.1109/ICARC57651.2023.10145648. keywords: {Terminology;Social networking (online);Computational modeling;Knowledge based systems;Message services;Data structures;Data models;Romanized Sinhala;Transliteration;Tri-gram;Rule-based;Prediction;Suggestion},

The datasets used can be accessed Through :
https://github.com/Sumanathilaka/Swa-Bhasha-Sinhala-Singlish-Dataset

- **Developed by:** Deshan sumanathilaka
- **Model type:** Ngram Model
- **Language(s) (NLP):** Python
- **License:** IEEE

- **Paper [optional]:**
T. G. D. K. Sumanathilaka, R. Weerasinghe and Y. H. P. P. Priyadarshana, "Swa-Bhasha: Romanized Sinhala to Sinhala Reverse Transliteration using a Hybrid Approach," 2023 3rd International Conference on Advanced Research in Computing (ICARC), Belihuloya, Sri Lanka, 2023, pp. 136-141, doi: 10.1109/ICARC57651.2023.10145648. keywords: {Terminology;Social networking (online);Computational modeling;Knowledge based systems;Message services;Data structures;Data models;Romanized Sinhala;Transliteration;Tri-gram;Rule-based;Prediction;Suggestion},

- **Demo [optional]:** https://youtu.be/w6kdIDzoov4

## Uses

Romanized Sinhala to Sinhala Transliteration

## How to Get Started with the Model

Download all the files from the repo.
You can open Transliterator.py file
Call the function triGramTranslate(inputStr) with an input String in Romanized Sinhala.

## Model Card Authors [optional]

Deshan Sumanathilaka

## Model Card Contact

[e-mail]

原始信息汇总

数据集概述

基本信息

• 语言:
  • si
• 评估指标:
  • 准确率
  • BLEU
• 标签:
  • Romanized Sinhala
  • Sinhala
  • Transliteration

模型描述

• 模型类型: Ngram模型
• 开发语言: Python
• 许可证: IEEE

数据集用途

• 主要用途: Romanized Sinhala到Sinhala的转写

如何开始使用模型

• 下载所有文件。
• 打开Transliterator.py文件。
• 调用函数triGramTranslate(inputStr)，传入罗马化的Sinhala字符串作为输入。

开发者信息

• 开发者: Deshan Sumanathilaka
• 联系方式: [e-mail]