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Description:

punctfix 0.11.1

Punctuation restoration
Adds punctuation and capitalization for a given text without punctuation.
Works on Danish, German and English.
Models hosted on huggingface! ❤️ 🤗
Status with python 3.8

Installation
pip install punctfix

Usage
Its quite simple to use!
>>> from punctfix import PunctFixer
>>> fixer = PunctFixer(language="da")

>>> example_text = "mit navn det er rasmus og jeg kommer fra firmaet alvenir det er mig som har trænet denne lækre model"
>>> print(fixer.punctuate(example_text))
'Mit navn det er Rasmus og jeg kommer fra firmaet Alvenir. Det er mig som har trænet denne lækre model.'

>>> example_text = "en dag bliver vi sku glade for, at vi nu kan sætte punktummer og kommaer i en sætning det fungerer da meget godt ikke"
>>> print(fixer.punctuate(example_text))
'En dag bliver vi sku glade for, at vi nu kan sætte punktummer og kommaer i en sætning. Det fungerer da meget godt, ikke?'

Note that, per default, the input text will be normalied. See next section for more details.
Parameters for PunctFixer

Pass device="cuda" or device="cpu" to indicate where to run inference. Default is device="cpu"
To handle long sequences, we use a chunk size and an overlap. These can be modified. For higher speed but
lower acuracy use a chunk size of 150-200 and very little overlap i.e. 5-10. These parameters are set with
default values word_chunk_size=100, word_overlap=70 which makes it run a bit slow. The default parameters
will be updated when we have some results on variations.
Supported languages are "en" for English, "da" for Danish and "de" for German. Default is language="da".
Note that the fixer has been trained on normalized text (lowercase letters and numbers) and will per default normalize input text. You can instantiate the model with skip_normalization=True to disable this but this might yield errors on some input text.
To raise warnings every time the input is normalied, set warn_on_normalization=True.

Contribute
If you encounter issues, feel free to open issues in the repo and then we will fix. Even better, create issue and
then a PR that fixes the issue! ;-)
Happy punctuating!