File size: 1,679 Bytes
a8fb1c6 bef7eae a673928 a8fb1c6 5bcc207 a8fb1c6 bc9ac67 8fcf475 d4568cb 4fcb625 a8fb1c6 d4568cb 4fcb625 a8fb1c6 5bcc207 a8fb1c6 24bb1e7 a8fb1c6 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 |
---
pipeline_tag: translation
task_categories:
- translation
language:
- pa
- pnb
tags:
- punjabi shahmukhi
- punjabi gurmukhi
- transliteration
- punjabi transliteration
- punjabi gur to shahmukhi
- transliteration system
- punjabi transliteration system
---
### Punjabi Transliteration Corpus (PTC)
The Punjabi Transliteration Corpus (PTC) is a comprehensive dataset containing 6.3 million
parallel sentences in Gurmukhi and Shahmukhi scripts. This corpus has been meticulously
compiled to support the development and evaluation of neural machine transliteration (NMT)
models for Punjabi text.
## Corpus Details
- **Total Sentences:** 6.3 million
- **Domains Covered:** Various domains including CCaligned, ccmatrix, TED, QED, OPUS, TIco,
Wikimedia, Multicclaigned, Emille, IJCNLP, xlent, and paracrawl.
- **Test Corpus:** FLORES-101
## Models:
### <u>Gurmukhi-to-Shahmukhi Model</u>
- **BLEU Score:** 98.1
- **Word-level Accuracy:** 99.5%
- **Character Error Rate (CER):** 99.1%
### <u>Shahmukhi-to-Gurmukhi Model</u>
- **BLEU Score:** 87.7
## Usage
These resources are intended to facilitate research and development in the field of Punjabi
transliteration. They can be used to train new models or improve existing ones, enabling high-quality
transliteration between Gurmukhi and Shahmukhi scripts.
## Citation
**If you use our model, kindly cite our [paper]()**:
```
@article{Shehzadi2024,
title={Unsupervised Punjabi Corpus and Neural Machine Transliteration
System},
author={Shehzadi Ambreen, Sadaf Abdul Rauf, MG Abbas Malik and Muhammad Imran }, journal={Heliyon},
year={2024},
note={Under review}
}
``` |