OpenAI Whisper - Robust Speech Recognition via Large-Scale Weak Supervision

OpenAI Whisper - Robust Speech Recognition via Large-Scale Weak Supervision

Aleksa Gordić - The AI Epiphany via YouTube Direct link

Suppressing token logits

14 of 17

14 of 17

Suppressing token logits

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OpenAI Whisper - Robust Speech Recognition via Large-Scale Weak Supervision

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  1. 1 Intro
  2. 2 Paper overview
  3. 3 Collecting a large scale weakly supervised dataset
  4. 4 Evaluation metric issues WER
  5. 5 Effective robustness
  6. 6 Scaling laws in progress
  7. 7 Decoding is hacky
  8. 8 Code walk-through
  9. 9 Model architecture diagram vs code
  10. 10 Transcription task
  11. 11 Loading the audio, mel spectrograms
  12. 12 Language detection
  13. 13 Transcription task continued
  14. 14 Suppressing token logits
  15. 15 Voice activity detection
  16. 16 Decoding and heuristics
  17. 17 Outro

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