Convolutional Neural Networks Explained Easily

Convolutional Neural Networks Explained Easily

Valerio Velardo - The Sound of AI via YouTube Direct link

Pooling settings

9 of 14

9 of 14

Pooling settings

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Convolutional Neural Networks Explained Easily

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  1. 1 Intro
  2. 2 Intuition
  3. 3 CNN components
  4. 4 Convolution: Zero padding
  5. 5 Architectural decisions for convolution
  6. 6 Grid size
  7. 7 Depth
  8. 8 # of kernels
  9. 9 Pooling settings
  10. 10 Max pooling (2x2, stride 2)
  11. 11 CNN architecture
  12. 12 How does convolution/pooling apply to audio?
  13. 13 Preparing MFCCs for a CNN
  14. 14 What's up next?

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