A Python library for analyzing meeting/event video recordings with cloud hosted AI.
Project description
A Python library for analyzing meeting/event video recordings with cloud hosted AI.
Save time and enhance efficiency by using AI to generate summaries, battle cards, meeting minutes, sales arguments and action item lists directly from recordings. Hone your prompt engineering skills to distill the desired information.
Technology
The video recording is transformed into a text transcript using the FFmpeg library and the OpenAI Whisper speech-to-text model. Then, the OpenAI ChatGPT-4 Turbo model analyzes and summarizes the transcript according to the user's prompt. The user interface (UI) is developed with the Tkinter library, part of the standard Python distribution, and styled using the ttkbootstrap library.
Supported languages
From: https://platform.openai.com/docs/guides/speech-to-text/supported-languages
OpenAI lists the languages that exceeded <50% word error rate (WER), which is an industry standard benchmark for speech to text model accuracy.
Afrikaans, Arabic, Armenian, Azerbaijani, Belarusian, Bosnian, Bulgarian, Catalan, Chinese, Croatian, Czech, Danish, Dutch, English, Estonian, Finnish, French, Galician, German, Greek, Hebrew, Hindi, Hungarian, Icelandic, Indonesian, Italian, Japanese, Kannada, Kazakh, Korean, Latvian, Lithuanian, Macedonian, Malay, Marathi, Maori, Nepali, Norwegian, Persian, Polish, Portuguese, Romanian, Russian, Serbian, Slovak, Slovenian, Spanish, Swahili, Swedish, Tagalog, Tamil, Thai, Turkish, Ukrainian, Urdu, Vietnamese, and Welsh.
Requirements
- Ffmpeg needs to be installed and set in path. https://ffmpeg.org
- OpenAI API key to access Whisper and GPT4-Turbo models. https://platform.openai.com/docs/quickstart
- Python3.7 or newer
Install Application
python -m pip install ai-minutes
Install FFmpeg
Mac
brew install ffmpeg
Windows
Follow instructions in this arcticle: https://phoenixnap.com/kb/ffmpeg-windows
Run
python -m ai-minutes
UI themes
Application support UI themes from: https://ttkbootstrap.readthedocs.io/en/latest/themes/
list available themes:
python -m ai-minutes -h
use a theme by giving theme name as an argument:
python -m ai-minutes cyborg
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