~/talk

Make Python Talk, Make Python Listen

Talkat PyCon US 2025 · 2025-05-16..05-18· [machine-learning, python]
slides:none on file

Covers concrete code and limits: PyTTSx3 uses the OS speech engine, requires engine.init then say and run_and_wait and can save WAV via save_to_file; gTTS downloads Google Translate audio and needs internet. Whisper runs offline after model download, the base model transcribes to punctuated text and can emit timestamped subtitles for search. yt-dlp fetches videos for transcription. OCR requires Tesseract installed and pytesseract.image_to_string, works best on scanned typewritten pages not photos or handwriting and often needs Pillow/OpenCV preprocessing; Raspberry Pi deployment and mass‑surveillance risks are demonstrated.

AI-written summary · about

  1. 0:00Introduction
  2. 4:26Text to Speech
  3. 9:55Speech Recognition
  4. 14:51OCR
  5. 15:05Tesseract
  6. 23:14Conclusion
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