Metadata-Version: 2.1
Name: brnolm
Version: 0.2.0
Summary: A language modeling toolkit
Home-page: https://github.com/BUTSpeechFIT/BrnoLM
Author: Karel Benes
Author-email: ibenes@fit.vutbr.cz
License: UNKNOWN
Description: # BrnoLM
        A neural language modeling toolkit built on PyTorch.
        
        This is a scientific piece of code, so expect rough edges.
        
        BrnoLM has so far powered language modeling in the following papers:
        * Beneš et al. [Text Augmentation for Language Models in High Error Recognition Scenario](https://arxiv.org/pdf/2011.06056.pdf)
        * Žmolíková et al. [BUT System for CHiME-6 Challenge](https://www.fit.vutbr.cz/research/groups/speech/publi/2020/zmolikova_CHiME_2020_abstract.pdf)
        * Beneš et al. [i-vectors in language modeling: An efficient way of domain adaptation for feed-forward models](http://www.fit.vutbr.cz/research/groups/speech/publi/2018/benes_interspeech2018_1070.pdf)
        * Beneš et al. [Unsupervised Language Model Adaptation for Speech Recognition with no Extra Resources](http://www.fit.vutbr.cz/research/groups/speech/publi/2019/benes_DAGA_2019.pdf)
        
        
        ## Installation
        To install, clone this repository and exploit the provided `setup.py`, e.g.:
        
        ```
        git clone git@github.com:BUTSpeechFIT/BrnoLM.git
        cd BrnoLM
        pip install . # or, if you don't care about environmental pollution: python setup.py install
        ```
        
        If you want to edit the sources, [pip with `-e`](https://pip.pypa.io/en/stable/reference/pip_install/#editable-installs) or [setup.py develop](https://setuptools.readthedocs.io/en/latest/setuptools.html#development-mode).
        
        Occasionally, a PIP version is produced, so you can simply `pip install brnolm` to obtain the last pre-packed version.
        
        
        ### Requirements
        The above way of installation takes care of dependencies.
        If you want to prepare an environment yourself, know that BrnoLM requires:
        
        ```
            torch
            numpy
            scikit-learn
        ```
        Exact tested versions are provided in `setup.py`.
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
