Jaikinator
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AutoTranscript: Fully Automated Transcription using AI
AutoTranscript is a PyTorch based interface for. To enable fully auomated Transcription using AI models containing speaker diarization models:
- whisper: an a general-purpose speech recognition model
- payannote-audio an open-source toolkit for speaker diarization
Therefore AutoTranscript can be used as a Commandline Interface a Webserver or as a Python API.
Setup:
For this Project, Python 3.9 were PyTorch version 1.11.0
The following command will pull and install the latest commit from this repository, along with its Python dependencies.
pip install https://github.com/JSchmie/autotranscript.git
Example Python usage
from autotranscript import AutoTranscribe
model = AutoTranscribe()
text = model.transcribe("audio.wav")
print(f"Transcription: \n{text}")
Command-line usage
If you not want to control the optimization using python, you also can use the Command-line:
autotranscript audio.wav
Run the following to view all available options:
autotranscript -h