Self-hosted offline transcription and diarization service with LLM summary

1. transcribee

   1 2 416 8.8 TypeScript

   open source audio and video transcription software

   

   I've been using this:

   https://github.com/bugbakery/transcribee

   It's noticeably work-in-progress but it does the job and has a nice UI to edit transcriptions and speakers etc.

   It's running on the CPU for me, would be nice to have something that can make use of a 4GB Nvidia GPU, which faster-whisper is actually able to [1]

   https://github.com/SYSTRAN/faster-whisper?tab=readme-ov-file...

2. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. transcriptionstream

   2 2 864 7.4 Python

   turnkey self-hosted offline transcription and diarization service with llm summary

   

4. faster-whisper

   3 25 16,950 7.5 Python

   Faster Whisper transcription with CTranslate2

   

   I've been using this:

   https://github.com/bugbakery/transcribee

   It's noticeably work-in-progress but it does the job and has a nice UI to edit transcriptions and speakers etc.

   It's running on the CPU for me, would be nice to have something that can make use of a 4GB Nvidia GPU, which faster-whisper is actually able to [1]

   https://github.com/SYSTRAN/faster-whisper?tab=readme-ov-file...

5. whisper-diarization

   4 10 4,693 6.8 Jupyter Notebook

   Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

   

   Re: Diarization, I had decent results with testing this on Colab a while ago:

   https://github.com/MahmoudAshraf97/whisper-diarization

   I remember having the usual python package hell when NeMo was updated somewhere, but it seems to be decently well maintained so give it a go.

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