This is a tool that let's you extract a conversation in an audio file into a transcription text.
The tool consists of a logic that combines the output of two awesome AI models:
- whisper
- pyannote
In order to run the tool, several components need to be set up correctly:
- the tool requires external libraries like ffmpeg to manipulate audio files
- all Python package requirements
- pyannote can only be used with an appropriate authentication token from HuggingFace
- to reduce the duration of the inference one ideally has access to a GPU
The easiest way to access the tool is by:
- creating a pyannote token
- using the Google Colab notebook
In order to use the click command app, the package needs to be installed locally with:
pip install --editable .
To see a list of available click commands, use:
python click_app.py --help
To see more details about a given click command, use e.g.:
python click_app.py click-wav-to-transcript --help
Alternatively, commands are also listed with shortcuts in setup.py. E.g.:
from_wav --help