Deep Learning in Audio for Absolute Beginners: From No Experience to a Deployed Model

Deep Learning in Audio for Absolute Beginners: From No Experience to a Deployed Model

ADC - Audio Developer Conference via YouTube Direct link

Intro

1 of 19

1 of 19

Intro

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Deep Learning in Audio for Absolute Beginners: From No Experience to a Deployed Model

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  1. 1 Intro
  2. 2 Outline
  3. 3 Myths
  4. 4 Datasets
  5. 5 Virtual Analog Modeling
  6. 6 Neural Networks
  7. 7 Fir Filter
  8. 8 Recurrent Neural Network
  9. 9 Neural Network in Audio
  10. 10 Loss Function
  11. 11 Gradient Descent
  12. 12 Hyper Parameters
  13. 13 Epochs
  14. 14 Validation
  15. 15 Application
  16. 16 Spice Software
  17. 17 Code Base
  18. 18 Resources
  19. 19 Conclusion

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