# <div align="center"> BURMESE PHONEMIZER AND CLEANER(BPC) </div>
<div align="center">
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<p>Burmese Language data prepartion for speech related tasks.</p>
<p>
</p>
</div>
## Installation
```bash
$ pip install bpc
```
or
```bash
$ pip install git+git://github.com:1chimaruGin/Burmese_Phomizer_and_Cleaner.git
```
## Usage
**For text Cleaning**
```python
from bpc import Cleaner
cc = Cleaner()
cc.clean_text("မင်္ဂလာပါ? မင်္ဂလာပါ။ ၀န်းရံ ဝ၁၂၃၄ 5B")
# output: မင်္ဂလာပါ မင်္ဂလာပါ။ ဝန်းရံ ၀၁၂၃၄ ၅ဘီ
```
**For phonemization**
```python
from bpc import BurmesePhoneme
bp = BurmesePhonemizer()
bp.text_to_phone("မင်္ဂလာပါ")
# output: ['m', 'ŋ', 'ɡ', 'l', 't', 's', 'p', 'ˈe']
```
**For data preparation**
```python
from bpc.dataset import PrepareDataset
dataset = PrepareDataset()
dataset.prepare_data(path='path/to/dataset', method='kfold', save=True)
```
## References
* https://github.com/espnet/espnet
* https://github.com/bootphon/phonemizer
## Citations
```
@inproceedings{watanabe2018espnet,
author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson {Enrique Yalta Soplin} and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
title={{ESPnet}: End-to-End Speech Processing Toolkit},
year={2018},
booktitle={Proceedings of Interspeech},
pages={2207--2211},
doi={10.21437/Interspeech.2018-1456},
url={http://dx.doi.org/10.21437/Interspeech.2018-1456
}
@article{Bernard2021,
doi = {10.21105/joss.03958},
url = {https://doi.org/10.21105/joss.03958},
year = {2021},
publisher = {The Open Journal},
volume = {6},
number = {68},
pages = {3958},
author = {Mathieu Bernard and Hadrien Titeux},
title = {Phonemizer: Text to Phones Transcription for Multiple Languages in Python},
journal = {Journal of Open Source Software}
}
```
