A missing toolkit for Khmer Natural Language Processing.
Project description
Khmer Normalizer
A missing toolkit for Khmer Natural Language Processing.
- Character Reordering
- Duplicate Whitespaces
- Remove zero width space
- Remove emojis
- Fix Common misspellings
- Fix Unicode issues
- Fix Khmer trailing vowels
- URL Replacements
- Unicode Normalization (NFKC)
- Quotes symbols normalization
- Remove repeated punctuations
Installation
pip install khmernormalizer
Usage
from khmernormalizer import normalize
input_str = """
តាម៖៖សេចក្តីរាយការណ៍ឲ្យដឹងថា!!!!!
https://google.com/a?x=1
កាល 😂 ពីវេលាម៉ោង ៗ ប្រមាណ១១យប់ថ្ងៃទី៤ 😂😂😂😂😂 ??
កាាាាត់
មិិិិិន
មួយរយះះះះះះះ
រយះពេល
""".strip()
normalize(input_str,
emoji_replacement="",
remove_zwsp=True,
url_replacement="")
Result:
តាម៖សេចក្តីរាយការណ៍ឱ្យដឹងថា!
កាល ពីវេលាម៉ោងៗ ប្រមាណ១១យប់ថ្ងៃទី៤?
កាត់
មិន
មួយរយៈ
រយៈពេល
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