romfast/nlp-master
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

NLP Master: pipeline download + transcribe + summarize

Browse Source 
- run.bat: one-click pipeline (download, convert, transcribe)
- download.py: fetch audio from course platform
- transcribe.py: whisper.cpp batch transcription (CPU, WAV 16kHz)
  - MP3->WAV conversion via ffmpeg
  - --modules filter for splitting work across machines
- summarize.py: generate summaries from transcripts
- setup_whisper.py: auto-download whisper.cpp, ffmpeg, and model
- Medium model (q5_0) instead of large to avoid VRAM crashes

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
Marius Mutu
2026-03-24 01:37:13 +02:00
commit bbc5884545
10 changed files with 2203 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

3
requirements.txt Normal file
View File

@@ -0,0 +1,3 @@
requests
beautifulsoup4
python-dotenv