generating-sound-with-neural-networks

Code and slides for the "Generating Sound with Neural Network" series on The Sound of AI Youtube channel.

Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
01 Course overview		01 Course overview
02 Approaches and challenges		02 Approaches and challenges
03 Autoencoders explained easily		03 Autoencoders explained easily
04 Building an autoencoder pt1 - encoder		04 Building an autoencoder pt1 - encoder
05 Building an autoencoder pt2 - decoder		05 Building an autoencoder pt2 - decoder
06 Training an autoencoder		06 Training an autoencoder
07 Saving the model		07 Saving the model
08 Generation with AutoEncoders		08 Generation with AutoEncoders
09 From AEs to VAEs Part 1		09 From AEs to VAEs Part 1
10 From AEs to VAEs Part 2		10 From AEs to VAEs Part 2
11 Implementing VAE/code		11 Implementing VAE/code
12 Preprocessing pipeline		12 Preprocessing pipeline
13 Training VAE with audio data		13 Training VAE with audio data
14 Sound generation with VAE		14 Sound generation with VAE
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
requirements.txt		requirements.txt

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