Deep Audio Embedding
Visualizing the structure of Music in 3D
Visualizing the structure of Music in 3D
Results and Discussion
The model and training phase
The experimental setup, dataset, and definition of input tensors and targets
Outline of Project Subtasks
Project motivation, guide to the github repository, and tools used
Using fully convolutional networks to synthesize textures from natural images
Using fully convolutional networks to synthesize textures from natural images
Changing the VAE loss function to reduce latent variable covariance
Can a VAE reconstruct images from an unseen region of the latent space?
Introduction and how I construct a known latent space training dataset
A Comparison of the speed and memory use across three similarity matrix algorithms.
An alternative embedding space similarity metric allows tunable emphasis on the data manifold’s global structure
K-nearest neighbors, Epsilon ball, Tau rule, and 2D lattice graphs
A Concave hull method built for generic 2D data
The impact of self-awareness on specialization in a cooperative multi-agent RL setting
How rewards delivered ‘by proxy’ can teach agents to act in favor of group objectives