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AudioGen- Textually Guided Audio Generation - Paper Explained

AudioGen- Textually Guided Audio Generation - Paper Explained

Aleksa Gordić - The AI Epiphany via YouTube Direct link

Deep dive: audio representation, LSTM

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Deep dive: audio representation, LSTM

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AudioGen- Textually Guided Audio Generation - Paper Explained

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  1. 1 Intro
  2. 2 Why is text-to-audio hard?
  3. 3 Comparison with VQ-GAN
  4. 4 Comparison with SoundStream
  5. 5 AudioGen overview
  6. 6 Deep dive: audio representation, LSTM
  7. 7 Losses explained
  8. 8 Complex-valued STFTs
  9. 9 Audio Language Modeling
  10. 10 Multi-stream audio inputs
  11. 11 Data and augmentations
  12. 12 Results
  13. 13 Outro

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