https://github.com/VoXera/VoXera

An Open-Source Persian Language Techs Toolkit with Python
https://github.com/VoXera/VoXera

deep-learning deep-neural-networks keyword-extraction machine-learning natural-language-processing nlp openai persian persian-language speech-recognition speech-to-text text-processing vosk vosk-api whisper

Last synced: about 2 months ago
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An Open-Source Persian Language Techs Toolkit with Python

• Host: GitHub
• URL: https://github.com/VoXera/VoXera
• Owner: VoXera
• License: mit
• Created: 2022-10-14T16:36:28.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2022-10-31T10:22:11.000Z (about 2 years ago)
• Last Synced: 2024-11-13T11:52:48.921Z (about 2 months ago)
• Topics: deep-learning, deep-neural-networks, keyword-extraction, machine-learning, natural-language-processing, nlp, openai, persian, persian-language, speech-recognition, speech-to-text, text-processing, vosk, vosk-api, whisper
• Language: Python
• Homepage: https://voxera.github.io/
• Size: 10.6 MB
• Stars: 5
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        


# VoXera

The VoXera toolkit is an open-source NLP toolkit for the Persian language (text, speech, etc). In Voxera, we collect practical models and develop new ones with easy-to-use setups. VoXera is becoming more and more functional. Until now, we have made the following functionality available:

- [Automatic Speech Recognition](https://github.com/VoXera/VoXera/tree/master/src/VoXera/AutomaticSpeechRecognition)

  - Whisper

  - Vosk

- [Keyword Extraction](https://github.com/VoXera/VoXera/tree/master/src/VoXera/KeywordExtraction)

  - PerDeepKE

- [Paraphrase Generation](https://github.com/VoXera/VoXera/tree/master/src/VoXera/ParaphraseGeneration)

  - Lab/Parrot

  - Lab/Pegasus

  - Lab/T5

- > coming soon!

## Installation

In present, VoXera can be installed and used in two different ways.

## 1. From Github

1- [Fork](https://github.com/VoXera/VoXera/fork) Voxera

2- Clone VoXera from your Github profile

3- Run the below script in your terminal from VoXera directory:

```

pip install -r requirements.txt

```

## 2. From PyPi

1. Run the below script in your terminal from VoXera directory:

```

pip install -r requirements.txt

```

2. Installation from [Pypi](https://pypi.org/project/VoXera/).

```

pip install VoXera

```

## How to Use 

You can find a `test.py` file in each folders that shows how to use VoXera's features. For example, for using Persian vosk, you can run and modify [this](https://github.com/VoXera/VoXera/blob/master/src/VoXera/AutomaticSpeechRecognition/ScriptsModels/Vosk/test.py).

To see VoXera's hierarchy:



Also you can download [xmind version](https://github.com/VoXera/VoXera/blob/master/VoXera.xmind) of the hierarchy.